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e4f2f73d | 1 | /************************************************************************** |
972ef65e | 2 | * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. * |
3 | * * | |
4 | * Author: The ALICE Off-line Project. * | |
5 | * Contributors are mentioned in the code where appropriate. * | |
6 | * * | |
7 | * Permission to use, copy, modify and distribute this software and its * | |
8 | * documentation strictly for non-commercial purposes is hereby granted * | |
9 | * without fee, provided that the above copyright notice appears in all * | |
10 | * copies and that both the copyright notice and this permission notice * | |
11 | * appear in the supporting documentation. The authors make no claims * | |
12 | * about the suitability of this software for any purpose. It is * | |
13 | * provided "as is" without express or implied warranty. * | |
14 | **************************************************************************/ | |
e4f2f73d | 15 | |
16 | /* $Id$ */ | |
17 | ||
18 | /////////////////////////////////////////////////////////////////////////////// | |
19 | // // | |
20 | // Track finder // | |
21 | // // | |
22 | // Authors: // | |
23 | // Alex Bercuci <A.Bercuci@gsi.de> // | |
24 | // Markus Fasel <M.Fasel@gsi.de> // | |
25 | // // | |
26 | /////////////////////////////////////////////////////////////////////////////// | |
27 | ||
bb56afff | 28 | // #include <Riostream.h> |
29 | // #include <stdio.h> | |
30 | // #include <string.h> | |
e4f2f73d | 31 | |
32 | #include <TBranch.h> | |
bb56afff | 33 | #include <TDirectory.h> |
e4f2f73d | 34 | #include <TLinearFitter.h> |
e4f2f73d | 35 | #include <TTree.h> |
36 | #include <TClonesArray.h> | |
e4f2f73d | 37 | #include <TTreeStream.h> |
eb2b4f91 | 38 | #include <TGeoMatrix.h> |
39 | #include <TGeoManager.h> | |
e4f2f73d | 40 | |
41 | #include "AliLog.h" | |
fac58f00 | 42 | #include "AliMathBase.h" |
e4f2f73d | 43 | #include "AliESDEvent.h" |
bb56afff | 44 | #include "AliGeomManager.h" |
e4f2f73d | 45 | #include "AliRieman.h" |
46 | #include "AliTrackPointArray.h" | |
47 | ||
e4f2f73d | 48 | #include "AliTRDgeometry.h" |
49 | #include "AliTRDpadPlane.h" | |
e4f2f73d | 50 | #include "AliTRDcalibDB.h" |
e4f2f73d | 51 | #include "AliTRDReconstructor.h" |
52 | #include "AliTRDCalibraFillHisto.h" | |
e4f2f73d | 53 | #include "AliTRDrecoParam.h" |
bb56afff | 54 | |
55 | #include "AliTRDcluster.h" | |
e4f2f73d | 56 | #include "AliTRDseedV1.h" |
0906e73e | 57 | #include "AliTRDtrackV1.h" |
bb56afff | 58 | #include "AliTRDtrackerV1.h" |
59 | #include "AliTRDtrackerDebug.h" | |
60 | #include "AliTRDtrackingChamber.h" | |
61 | #include "AliTRDchamberTimeBin.h" | |
62 | ||
e4f2f73d | 63 | |
e4f2f73d | 64 | |
65 | ClassImp(AliTRDtrackerV1) | |
eb38ed55 | 66 | |
67 | ||
68 | const Float_t AliTRDtrackerV1::fgkMinClustersInTrack = 0.5; // | |
69 | const Float_t AliTRDtrackerV1::fgkLabelFraction = 0.8; // | |
70 | const Double_t AliTRDtrackerV1::fgkMaxChi2 = 12.0; // | |
71 | const Double_t AliTRDtrackerV1::fgkMaxSnp = 0.95; // Maximum local sine of the azimuthal angle | |
72 | const Double_t AliTRDtrackerV1::fgkMaxStep = 2.0; // Maximal step size in propagation | |
d76231c8 | 73 | Double_t AliTRDtrackerV1::fgTopologicQA[kNConfigs] = { |
41702fec | 74 | 0.1112, 0.1112, 0.1112, 0.0786, 0.0786, |
75 | 0.0786, 0.0786, 0.0579, 0.0579, 0.0474, | |
76 | 0.0474, 0.0408, 0.0335, 0.0335, 0.0335 | |
e165b64b | 77 | }; |
78 | const Double_t AliTRDtrackerV1::fgkX0[kNPlanes] = { | |
79 | 300.2, 312.8, 325.4, 338.0, 350.6, 363.2}; | |
2985ffcb | 80 | Int_t AliTRDtrackerV1::fgNTimeBins = 0; |
eb38ed55 | 81 | AliRieman* AliTRDtrackerV1::fgRieman = 0x0; |
82 | TLinearFitter* AliTRDtrackerV1::fgTiltedRieman = 0x0; | |
83 | TLinearFitter* AliTRDtrackerV1::fgTiltedRiemanConstrained = 0x0; | |
e4f2f73d | 84 | |
85 | //____________________________________________________________________ | |
3a039a31 | 86 | AliTRDtrackerV1::AliTRDtrackerV1(AliTRDReconstructor *rec) |
41702fec | 87 | :AliTracker() |
06b32d95 | 88 | ,fReconstructor(0x0) |
eb2b4f91 | 89 | ,fGeom(0x0) |
41702fec | 90 | ,fClusters(0x0) |
91 | ,fTracklets(0x0) | |
92 | ,fTracks(0x0) | |
93 | ,fSieveSeeding(0) | |
e4f2f73d | 94 | { |
41702fec | 95 | // |
96 | // Default constructor. | |
97 | // | |
eb2b4f91 | 98 | |
99 | SetReconstructor(rec); // initialize reconstructor | |
100 | ||
101 | // initialize geometry | |
102 | if(!AliGeomManager::GetGeometry()){ | |
103 | AliFatal("Could not get geometry."); | |
104 | } | |
105 | fGeom = new AliTRDgeometry(); | |
106 | fGeom->CreateClusterMatrixArray(); | |
107 | TGeoHMatrix *matrix = 0x0; | |
108 | Double_t loc[] = {0., 0., 0.}; | |
109 | Double_t glb[] = {0., 0., 0.}; | |
110 | for(Int_t ily=kNPlanes; ily--;){ | |
e165b64b | 111 | Int_t ism = 0; |
112 | while(!(matrix = fGeom->GetClusterMatrix(AliTRDgeometry::GetDetector(ily, 2, ism)))) ism++; | |
113 | if(!matrix){ | |
114 | AliError(Form("Could not get transformation matrix for layer %d. Use default.", ily)); | |
115 | fR[ily] = fgkX0[ily]; | |
eb2b4f91 | 116 | continue; |
117 | } | |
118 | matrix->LocalToMaster(loc, glb); | |
119 | fR[ily] = glb[0]+ AliTRDgeometry::AnodePos()-.5*AliTRDgeometry::AmThick() - AliTRDgeometry::DrThick(); | |
120 | } | |
121 | ||
122 | // initialize calibration values | |
a7ac01d2 | 123 | AliTRDcalibDB *trd = 0x0; |
124 | if (!(trd = AliTRDcalibDB::Instance())) { | |
eb2b4f91 | 125 | AliFatal("Could not get calibration."); |
41702fec | 126 | } |
a7ac01d2 | 127 | if(!fgNTimeBins) fgNTimeBins = trd->GetNumberOfTimeBins(); |
41702fec | 128 | |
eb2b4f91 | 129 | // initialize cluster containers |
053767a4 | 130 | for (Int_t isector = 0; isector < AliTRDgeometry::kNsector; isector++) new(&fTrSec[isector]) AliTRDtrackingSector(fGeom, isector); |
3a039a31 | 131 | |
eb2b4f91 | 132 | // initialize arrays |
133 | memset(fTrackQuality, 0, kMaxTracksStack*sizeof(Double_t)); | |
134 | memset(fSeedLayer, 0, kMaxTracksStack*sizeof(Int_t)); | |
135 | memset(fSeedTB, 0, kNSeedPlanes*sizeof(AliTRDchamberTimeBin*)); | |
eb38ed55 | 136 | } |
137 | ||
e4f2f73d | 138 | //____________________________________________________________________ |
139 | AliTRDtrackerV1::~AliTRDtrackerV1() | |
140 | { | |
41702fec | 141 | // |
142 | // Destructor | |
143 | // | |
144 | ||
f7ab3117 | 145 | if(fgRieman) delete fgRieman; fgRieman = 0x0; |
146 | if(fgTiltedRieman) delete fgTiltedRieman; fgTiltedRieman = 0x0; | |
147 | if(fgTiltedRiemanConstrained) delete fgTiltedRiemanConstrained; fgTiltedRiemanConstrained = 0x0; | |
d611c74f | 148 | for(Int_t isl =0; isl<kNSeedPlanes; isl++) if(fSeedTB[isl]) delete fSeedTB[isl]; |
41702fec | 149 | if(fTracks) {fTracks->Delete(); delete fTracks;} |
150 | if(fTracklets) {fTracklets->Delete(); delete fTracklets;} | |
48f8adf3 | 151 | if(fClusters) { |
152 | fClusters->Delete(); delete fClusters; | |
153 | } | |
41702fec | 154 | if(fGeom) delete fGeom; |
e4f2f73d | 155 | } |
156 | ||
157 | //____________________________________________________________________ | |
158 | Int_t AliTRDtrackerV1::Clusters2Tracks(AliESDEvent *esd) | |
159 | { | |
41702fec | 160 | // |
161 | // Steering stand alone tracking for full TRD detector | |
162 | // | |
163 | // Parameters : | |
164 | // esd : The ESD event. On output it contains | |
165 | // the ESD tracks found in TRD. | |
166 | // | |
167 | // Output : | |
168 | // Number of tracks found in the TRD detector. | |
169 | // | |
170 | // Detailed description | |
171 | // 1. Launch individual SM trackers. | |
172 | // See AliTRDtrackerV1::Clusters2TracksSM() for details. | |
173 | // | |
174 | ||
3a039a31 | 175 | if(!fReconstructor->GetRecoParam() ){ |
176 | AliError("Reconstruction configuration not initialized. Call first AliTRDReconstructor::SetRecoParam()."); | |
41702fec | 177 | return 0; |
178 | } | |
179 | ||
180 | //AliInfo("Start Track Finder ..."); | |
181 | Int_t ntracks = 0; | |
053767a4 | 182 | for(int ism=0; ism<AliTRDgeometry::kNsector; ism++){ |
41702fec | 183 | // for(int ism=1; ism<2; ism++){ |
184 | //AliInfo(Form("Processing supermodule %i ...", ism)); | |
185 | ntracks += Clusters2TracksSM(ism, esd); | |
186 | } | |
187 | AliInfo(Form("Number of found tracks : %d", ntracks)); | |
188 | return ntracks; | |
e4f2f73d | 189 | } |
190 | ||
0906e73e | 191 | |
192 | //_____________________________________________________________________________ | |
eb38ed55 | 193 | Bool_t AliTRDtrackerV1::GetTrackPoint(Int_t index, AliTrackPoint &p) const |
0906e73e | 194 | { |
41702fec | 195 | //AliInfo(Form("Asking for tracklet %d", index)); |
196 | ||
84eab75a | 197 | // reset position of the point before using it |
198 | p.SetXYZ(0., 0., 0.); | |
2f7514a6 | 199 | AliTRDseedV1 *tracklet = GetTracklet(index); |
200 | if (!tracklet) return kFALSE; | |
84eab75a | 201 | |
41702fec | 202 | // get detector for this tracklet |
e165b64b | 203 | Int_t det = tracklet->GetDetector(); |
204 | Int_t sec = fGeom->GetSector(det); | |
205 | Double_t alpha = (sec+.5)*AliTRDgeometry::GetAlpha(), | |
206 | sinA = TMath::Sin(alpha), | |
207 | cosA = TMath::Cos(alpha); | |
41702fec | 208 | Double_t local[3]; |
e165b64b | 209 | local[0] = tracklet->GetX(); |
210 | local[1] = tracklet->GetY(); | |
211 | local[2] = tracklet->GetZ(); | |
41702fec | 212 | Double_t global[3]; |
e165b64b | 213 | fGeom->RotateBack(det, local, global); |
214 | ||
215 | Double_t cov2D[3]; Float_t cov[6]; | |
216 | tracklet->GetCovAt(local[0], cov2D); | |
217 | cov[0] = cov2D[0]*sinA*sinA; | |
218 | cov[1] =-cov2D[0]*sinA*cosA; | |
219 | cov[2] =-cov2D[1]*sinA; | |
220 | cov[3] = cov2D[0]*cosA*cosA; | |
221 | cov[4] = cov2D[1]*cosA; | |
222 | cov[5] = cov2D[2]; | |
223 | // store the global position of the tracklet and its covariance matrix in the track point | |
224 | p.SetXYZ(global[0],global[1],global[2], cov); | |
41702fec | 225 | |
226 | // setting volume id | |
e165b64b | 227 | AliGeomManager::ELayerID iLayer = AliGeomManager::ELayerID(AliGeomManager::kTRD1+fGeom->GetLayer(det)); |
228 | Int_t modId = fGeom->GetSector(det) * AliTRDgeometry::kNstack + fGeom->GetStack(det); | |
41702fec | 229 | UShort_t volid = AliGeomManager::LayerToVolUID(iLayer, modId); |
230 | p.SetVolumeID(volid); | |
231 | ||
232 | return kTRUE; | |
0906e73e | 233 | } |
234 | ||
eb38ed55 | 235 | //____________________________________________________________________ |
236 | TLinearFitter* AliTRDtrackerV1::GetTiltedRiemanFitter() | |
237 | { | |
41702fec | 238 | if(!fgTiltedRieman) fgTiltedRieman = new TLinearFitter(4, "hyp4"); |
239 | return fgTiltedRieman; | |
eb38ed55 | 240 | } |
0906e73e | 241 | |
eb38ed55 | 242 | //____________________________________________________________________ |
243 | TLinearFitter* AliTRDtrackerV1::GetTiltedRiemanFitterConstraint() | |
244 | { | |
41702fec | 245 | if(!fgTiltedRiemanConstrained) fgTiltedRiemanConstrained = new TLinearFitter(2, "hyp2"); |
246 | return fgTiltedRiemanConstrained; | |
eb38ed55 | 247 | } |
41702fec | 248 | |
eb38ed55 | 249 | //____________________________________________________________________ |
250 | AliRieman* AliTRDtrackerV1::GetRiemanFitter() | |
251 | { | |
fac58f00 | 252 | if(!fgRieman) fgRieman = new AliRieman(AliTRDseedV1::kNtb * AliTRDgeometry::kNlayer); |
41702fec | 253 | return fgRieman; |
eb38ed55 | 254 | } |
41702fec | 255 | |
0906e73e | 256 | //_____________________________________________________________________________ |
257 | Int_t AliTRDtrackerV1::PropagateBack(AliESDEvent *event) | |
258 | { | |
41702fec | 259 | // |
260 | // Gets seeds from ESD event. The seeds are AliTPCtrack's found and | |
261 | // backpropagated by the TPC tracker. Each seed is first propagated | |
262 | // to the TRD, and then its prolongation is searched in the TRD. | |
263 | // If sufficiently long continuation of the track is found in the TRD | |
264 | // the track is updated, otherwise it's stored as originaly defined | |
265 | // by the TPC tracker. | |
266 | // | |
267 | ||
268 | // Calibration monitor | |
269 | AliTRDCalibraFillHisto *calibra = AliTRDCalibraFillHisto::Instance(); | |
270 | if (!calibra) AliInfo("Could not get Calibra instance\n"); | |
271 | ||
eb2b4f91 | 272 | // Define scalers |
273 | Int_t nFound = 0, // number of tracks found | |
274 | nSeeds = 0, // total number of ESD seeds | |
275 | nTRDseeds= 0, // number of seeds in the TRD acceptance | |
276 | nTPCseeds= 0; // number of TPC seeds | |
41702fec | 277 | Float_t foundMin = 20.0; |
278 | ||
d611c74f | 279 | Float_t *quality = 0x0; |
280 | Int_t *index = 0x0; | |
eb2b4f91 | 281 | nSeeds = event->GetNumberOfTracks(); |
282 | // Sort tracks according to quality | |
283 | // (covariance in the yz plane) | |
284 | if(nSeeds){ | |
285 | quality = new Float_t[nSeeds]; | |
286 | index = new Int_t[nSeeds]; | |
287 | for (Int_t iSeed = nSeeds; iSeed--;) { | |
d611c74f | 288 | AliESDtrack *seed = event->GetTrack(iSeed); |
289 | Double_t covariance[15]; | |
290 | seed->GetExternalCovariance(covariance); | |
291 | quality[iSeed] = covariance[0] + covariance[2]; | |
292 | } | |
eb2b4f91 | 293 | TMath::Sort(nSeeds, quality, index,kFALSE); |
41702fec | 294 | } |
41702fec | 295 | |
eb2b4f91 | 296 | // Propagate all seeds |
41702fec | 297 | Int_t expectedClr; |
298 | AliTRDtrackV1 track; | |
eb2b4f91 | 299 | for (Int_t iSeed = 0; iSeed < nSeeds; iSeed++) { |
41702fec | 300 | |
301 | // Get the seeds in sorted sequence | |
302 | AliESDtrack *seed = event->GetTrack(index[iSeed]); | |
eb2b4f91 | 303 | Float_t p4 = seed->GetC(seed->GetBz()); |
41702fec | 304 | |
305 | // Check the seed status | |
306 | ULong_t status = seed->GetStatus(); | |
307 | if ((status & AliESDtrack::kTPCout) == 0) continue; | |
308 | if ((status & AliESDtrack::kTRDout) != 0) continue; | |
eb2b4f91 | 309 | |
310 | // Propagate to the entrance in the TRD mother volume | |
41702fec | 311 | new(&track) AliTRDtrackV1(*seed); |
eb2b4f91 | 312 | if(AliTRDgeometry::GetXtrdBeg() > (fgkMaxStep + track.GetX()) && !PropagateToX(track, AliTRDgeometry::GetXtrdBeg(), fgkMaxStep)){ |
313 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDStop); | |
314 | continue; | |
315 | } | |
316 | if(!AdjustSector(&track)){ | |
317 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDStop); | |
318 | continue; | |
319 | } | |
320 | if(TMath::Abs(track.GetSnp()) > fgkMaxSnp) { | |
321 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDStop); | |
322 | continue; | |
323 | } | |
324 | ||
325 | nTPCseeds++; | |
e4d4864b | 326 | |
eb2b4f91 | 327 | // store track status at TRD entrance |
76b60503 | 328 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDbackup); |
ae3fbe1f | 329 | |
eb2b4f91 | 330 | // prepare track and do propagation in the TRD |
331 | track.SetReconstructor(fReconstructor); | |
332 | track.SetKink(Bool_t(seed->GetKinkIndex(0))); | |
333 | expectedClr = FollowBackProlongation(track); | |
334 | // check if track entered the TRD fiducial volume | |
335 | if(track.GetTrackLow()){ | |
336 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDin); | |
337 | nTRDseeds++; | |
338 | } | |
339 | // check if track was stopped in the TRD | |
340 | if (expectedClr<0){ | |
341 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDStop); | |
342 | continue; | |
343 | } | |
ae3fbe1f | 344 | |
345 | if(expectedClr){ | |
eb2b4f91 | 346 | nFound++; |
41702fec | 347 | // computes PID for track |
348 | track.CookPID(); | |
349 | // update calibration references using this track | |
350 | if(calibra->GetHisto2d()) calibra->UpdateHistogramsV1(&track); | |
351 | // save calibration object | |
eb2b4f91 | 352 | if (fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 0){ |
224f357f | 353 | AliTRDtrackV1 *calibTrack = new AliTRDtrackV1(track); |
354 | calibTrack->SetOwner(); | |
355 | seed->AddCalibObject(calibTrack); | |
356 | } | |
357 | //update ESD track | |
41702fec | 358 | if ((track.GetNumberOfClusters() > 15) && (track.GetNumberOfClusters() > 0.5*expectedClr)) { |
2389e96f | 359 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDout); |
41702fec | 360 | track.UpdateESDtrack(seed); |
41702fec | 361 | } |
362 | } | |
363 | ||
27fbeba8 | 364 | if ((TMath::Abs(track.GetC(track.GetBz()) - p4) / TMath::Abs(p4) < 0.2) ||(track.Pt() > 0.8)) { |
e3cf3d02 | 365 | |
41702fec | 366 | // Make backup for back propagation |
41702fec | 367 | Int_t foundClr = track.GetNumberOfClusters(); |
368 | if (foundClr >= foundMin) { | |
41702fec | 369 | track.CookLabel(1. - fgkLabelFraction); |
f29f13a6 | 370 | //if(track.GetBackupTrack()) UseClusters(track.GetBackupTrack()); |
41702fec | 371 | |
372 | // Sign only gold tracks | |
373 | if (track.GetChi2() / track.GetNumberOfClusters() < 4) { | |
f29f13a6 | 374 | //if ((seed->GetKinkIndex(0) == 0) && (track.Pt() < 1.5)) UseClusters(&track); |
41702fec | 375 | } |
376 | Bool_t isGold = kFALSE; | |
377 | ||
378 | // Full gold track | |
379 | if (track.GetChi2() / track.GetNumberOfClusters() < 5) { | |
380 | if (track.GetBackupTrack()) seed->UpdateTrackParams(track.GetBackupTrack(),AliESDtrack::kTRDbackup); | |
381 | ||
382 | isGold = kTRUE; | |
383 | } | |
384 | ||
385 | // Almost gold track | |
386 | if ((!isGold) && (track.GetNCross() == 0) && (track.GetChi2() / track.GetNumberOfClusters() < 7)) { | |
387 | //seed->UpdateTrackParams(track, AliESDtrack::kTRDbackup); | |
388 | if (track.GetBackupTrack()) seed->UpdateTrackParams(track.GetBackupTrack(),AliESDtrack::kTRDbackup); | |
389 | ||
390 | isGold = kTRUE; | |
391 | } | |
392 | ||
393 | if ((!isGold) && (track.GetBackupTrack())) { | |
394 | if ((track.GetBackupTrack()->GetNumberOfClusters() > foundMin) && ((track.GetBackupTrack()->GetChi2()/(track.GetBackupTrack()->GetNumberOfClusters()+1)) < 7)) { | |
395 | seed->UpdateTrackParams(track.GetBackupTrack(),AliESDtrack::kTRDbackup); | |
396 | isGold = kTRUE; | |
397 | } | |
398 | } | |
41702fec | 399 | } |
400 | } | |
401 | ||
eb2b4f91 | 402 | // Propagation to the TOF |
403 | if(!(seed->GetStatus()&AliESDtrack::kTRDStop)) { | |
404 | Int_t sm = track.GetSector(); | |
405 | // default value in case we have problems with the geometry. | |
406 | Double_t xtof = 371.; | |
407 | //Calculate radial position of the beginning of the TOF | |
408 | //mother volume. In order to avoid mixing of the TRD | |
409 | //and TOF modules some hard values are needed. This are: | |
410 | //1. The path to the TOF module. | |
411 | //2. The width of the TOF (29.05 cm) | |
412 | //(with the help of Annalisa de Caro Mar-17-2009) | |
413 | if(gGeoManager){ | |
414 | gGeoManager->cd(Form("/ALIC_1/B077_1/BSEGMO%d_1/BTOF%d_1", sm, sm)); | |
415 | TGeoHMatrix *m = 0x0; | |
416 | Double_t loc[]={0., 0., -.5*29.05}, glob[3]; | |
417 | ||
418 | if((m=gGeoManager->GetCurrentMatrix())){ | |
419 | m->LocalToMaster(loc, glob); | |
420 | xtof = TMath::Sqrt(glob[0]*glob[0]+glob[1]*glob[1]); | |
421 | } | |
41702fec | 422 | } |
672b48bd | 423 | if(xtof > (fgkMaxStep + track.GetX()) && !PropagateToX(track, xtof, fgkMaxStep)){ |
424 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDStop); | |
425 | continue; | |
426 | } | |
427 | if(!AdjustSector(&track)){ | |
428 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDStop); | |
429 | continue; | |
430 | } | |
431 | if(TMath::Abs(track.GetSnp()) > fgkMaxSnp){ | |
432 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDStop); | |
433 | continue; | |
434 | } | |
eb2b4f91 | 435 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDout); |
436 | // TODO obsolete - delete | |
437 | seed->SetTRDQuality(track.StatusForTOF()); | |
41702fec | 438 | } |
41702fec | 439 | seed->SetTRDBudget(track.GetBudget(0)); |
440 | } | |
d611c74f | 441 | if(index) delete [] index; |
442 | if(quality) delete [] quality; | |
41702fec | 443 | |
444 | ||
eb2b4f91 | 445 | AliInfo(Form("Number of TPC seeds: %d (%d)", nTRDseeds, nTPCseeds)); |
446 | AliInfo(Form("Number of propagated TRD tracks: %d", nFound)); | |
41702fec | 447 | |
d611c74f | 448 | // run stand alone tracking |
3a039a31 | 449 | if (fReconstructor->IsSeeding()) Clusters2Tracks(event); |
41702fec | 450 | |
451 | return 0; | |
0906e73e | 452 | } |
453 | ||
454 | ||
455 | //____________________________________________________________________ | |
456 | Int_t AliTRDtrackerV1::RefitInward(AliESDEvent *event) | |
457 | { | |
41702fec | 458 | // |
459 | // Refits tracks within the TRD. The ESD event is expected to contain seeds | |
460 | // at the outer part of the TRD. | |
461 | // The tracks are propagated to the innermost time bin | |
462 | // of the TRD and the ESD event is updated | |
463 | // Origin: Thomas KUHR (Thomas.Kuhr@cern.ch) | |
464 | // | |
465 | ||
466 | Int_t nseed = 0; // contor for loaded seeds | |
467 | Int_t found = 0; // contor for updated TRD tracks | |
468 | ||
469 | ||
470 | AliTRDtrackV1 track; | |
471 | for (Int_t itrack = 0; itrack < event->GetNumberOfTracks(); itrack++) { | |
472 | AliESDtrack *seed = event->GetTrack(itrack); | |
473 | new(&track) AliTRDtrackV1(*seed); | |
474 | ||
475 | if (track.GetX() < 270.0) { | |
476 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDbackup); | |
477 | continue; | |
478 | } | |
479 | ||
e3cf3d02 | 480 | // reject tracks which failed propagation in the TRD or |
481 | // are produced by the TRD stand alone tracker | |
41702fec | 482 | ULong_t status = seed->GetStatus(); |
e3cf3d02 | 483 | if(!(status & AliESDtrack::kTRDout)) continue; |
484 | if(!(status & AliESDtrack::kTRDin)) continue; | |
41702fec | 485 | nseed++; |
486 | ||
487 | track.ResetCovariance(50.0); | |
488 | ||
489 | // do the propagation and processing | |
490 | Bool_t kUPDATE = kFALSE; | |
491 | Double_t xTPC = 250.0; | |
492 | if(FollowProlongation(track)){ | |
493 | // Prolongate to TPC | |
494 | if (PropagateToX(track, xTPC, fgkMaxStep)) { // -with update | |
e3cf3d02 | 495 | seed->UpdateTrackParams(&track, AliESDtrack::kTRDrefit); |
496 | found++; | |
497 | kUPDATE = kTRUE; | |
498 | } | |
499 | ||
500 | // Update the friend track | |
501 | if (fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 0){ | |
502 | TObject *o = 0x0; Int_t ic = 0; | |
503 | AliTRDtrackV1 *calibTrack = 0x0; | |
504 | while((o = seed->GetCalibObject(ic++))){ | |
505 | if(!(calibTrack = dynamic_cast<AliTRDtrackV1*>(o))) continue; | |
506 | calibTrack->SetTrackHigh(track.GetTrackHigh()); | |
507 | } | |
41702fec | 508 | } |
e3cf3d02 | 509 | } |
41702fec | 510 | |
511 | // Prolongate to TPC without update | |
512 | if(!kUPDATE) { | |
513 | AliTRDtrackV1 tt(*seed); | |
e3cf3d02 | 514 | if (PropagateToX(tt, xTPC, fgkMaxStep)) seed->UpdateTrackParams(&tt, AliESDtrack::kTRDbackup); |
41702fec | 515 | } |
516 | } | |
517 | AliInfo(Form("Number of loaded seeds: %d",nseed)); | |
518 | AliInfo(Form("Number of found tracks from loaded seeds: %d",found)); | |
519 | ||
520 | return 0; | |
0906e73e | 521 | } |
522 | ||
0906e73e | 523 | //____________________________________________________________________ |
524 | Int_t AliTRDtrackerV1::FollowProlongation(AliTRDtrackV1 &t) | |
525 | { | |
41702fec | 526 | // Extrapolates the TRD track in the TPC direction. |
527 | // | |
528 | // Parameters | |
529 | // t : the TRD track which has to be extrapolated | |
530 | // | |
531 | // Output | |
532 | // number of clusters attached to the track | |
533 | // | |
534 | // Detailed description | |
535 | // | |
536 | // Starting from current radial position of track <t> this function | |
537 | // extrapolates the track through the 6 TRD layers. The following steps | |
538 | // are being performed for each plane: | |
539 | // 1. prepare track: | |
540 | // a. get plane limits in the local x direction | |
541 | // b. check crossing sectors | |
542 | // c. check track inclination | |
543 | // 2. search tracklet in the tracker list (see GetTracklet() for details) | |
544 | // 3. evaluate material budget using the geo manager | |
545 | // 4. propagate and update track using the tracklet information. | |
546 | // | |
547 | // Debug level 2 | |
548 | // | |
549 | ||
e3cf3d02 | 550 | Bool_t kStoreIn = kTRUE; |
41702fec | 551 | Int_t nClustersExpected = 0; |
e3cf3d02 | 552 | for (Int_t iplane = kNPlanes; iplane--;) { |
41702fec | 553 | Int_t index = 0; |
554 | AliTRDseedV1 *tracklet = GetTracklet(&t, iplane, index); | |
555 | if(!tracklet) continue; | |
556 | if(!tracklet->IsOK()) AliWarning("tracklet not OK"); | |
557 | ||
e3cf3d02 | 558 | Double_t x = tracklet->GetX();//GetX0(); |
41702fec | 559 | // reject tracklets which are not considered for inward refit |
560 | if(x > t.GetX()+fgkMaxStep) continue; | |
561 | ||
562 | // append tracklet to track | |
563 | t.SetTracklet(tracklet, index); | |
564 | ||
565 | if (x < (t.GetX()-fgkMaxStep) && !PropagateToX(t, x+fgkMaxStep, fgkMaxStep)) break; | |
566 | if (!AdjustSector(&t)) break; | |
567 | ||
568 | // Start global position | |
569 | Double_t xyz0[3]; | |
570 | t.GetXYZ(xyz0); | |
571 | ||
572 | // End global position | |
573 | Double_t alpha = t.GetAlpha(), y, z; | |
574 | if (!t.GetProlongation(x,y,z)) break; | |
575 | Double_t xyz1[3]; | |
576 | xyz1[0] = x * TMath::Cos(alpha) - y * TMath::Sin(alpha); | |
577 | xyz1[1] = x * TMath::Sin(alpha) + y * TMath::Cos(alpha); | |
578 | xyz1[2] = z; | |
579 | ||
51a23065 | 580 | Double_t length = TMath::Sqrt( |
581 | (xyz0[0]-xyz1[0])*(xyz0[0]-xyz1[0]) + | |
582 | (xyz0[1]-xyz1[1])*(xyz0[1]-xyz1[1]) + | |
583 | (xyz0[2]-xyz1[2])*(xyz0[2]-xyz1[2]) | |
584 | ); | |
585 | if(length>0.){ | |
586 | // Get material budget | |
587 | Double_t param[7]; | |
588 | if(AliTracker::MeanMaterialBudget(xyz0, xyz1, param)<=0.) break; | |
589 | Double_t xrho= param[0]*param[4]; | |
590 | Double_t xx0 = param[1]; // Get mean propagation parameters | |
591 | ||
592 | // Propagate and update | |
593 | t.PropagateTo(x, xx0, xrho); | |
594 | if (!AdjustSector(&t)) break; | |
595 | } | |
e3cf3d02 | 596 | if(kStoreIn){ |
597 | t.SetTrackHigh(); | |
598 | kStoreIn = kFALSE; | |
599 | } | |
600 | ||
b72f4eaf | 601 | Double_t cov[3]; tracklet->GetCovAt(x, cov); |
602 | Double_t p[2] = { tracklet->GetY(), tracklet->GetZ()}; | |
603 | Double_t chi2 = ((AliExternalTrackParam)t).GetPredictedChi2(p, cov); | |
604 | if (chi2 < 1e+10 && t.Update(p, cov, chi2)){ | |
41702fec | 605 | nClustersExpected += tracklet->GetN(); |
606 | } | |
607 | } | |
608 | ||
3a039a31 | 609 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 1){ |
41702fec | 610 | Int_t index; |
51a23065 | 611 | for(int iplane=0; iplane<AliTRDgeometry::kNlayer; iplane++){ |
41702fec | 612 | AliTRDseedV1 *tracklet = GetTracklet(&t, iplane, index); |
613 | if(!tracklet) continue; | |
614 | t.SetTracklet(tracklet, index); | |
615 | } | |
616 | ||
617 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); | |
29f95561 | 618 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
eb2b4f91 | 619 | AliTRDtrackV1 track(t); |
620 | track.SetOwner(); | |
41702fec | 621 | cstreamer << "FollowProlongation" |
622 | << "EventNumber=" << eventNumber | |
623 | << "ncl=" << nClustersExpected | |
eb2b4f91 | 624 | << "track.=" << &track |
41702fec | 625 | << "\n"; |
626 | } | |
627 | ||
628 | return nClustersExpected; | |
0906e73e | 629 | |
630 | } | |
631 | ||
632 | //_____________________________________________________________________________ | |
633 | Int_t AliTRDtrackerV1::FollowBackProlongation(AliTRDtrackV1 &t) | |
634 | { | |
41702fec | 635 | // Extrapolates the TRD track in the TOF direction. |
636 | // | |
637 | // Parameters | |
638 | // t : the TRD track which has to be extrapolated | |
639 | // | |
640 | // Output | |
641 | // number of clusters attached to the track | |
642 | // | |
643 | // Detailed description | |
644 | // | |
645 | // Starting from current radial position of track <t> this function | |
646 | // extrapolates the track through the 6 TRD layers. The following steps | |
647 | // are being performed for each plane: | |
648 | // 1. prepare track: | |
649 | // a. get plane limits in the local x direction | |
650 | // b. check crossing sectors | |
651 | // c. check track inclination | |
652 | // 2. build tracklet (see AliTRDseed::AttachClusters() for details) | |
653 | // 3. evaluate material budget using the geo manager | |
654 | // 4. propagate and update track using the tracklet information. | |
655 | // | |
656 | // Debug level 2 | |
657 | // | |
658 | ||
eb2b4f91 | 659 | Int_t n = 0; |
660 | Double_t driftLength = .5*AliTRDgeometry::AmThick() + AliTRDgeometry::DrThick(); | |
41702fec | 661 | AliTRDtrackingChamber *chamber = 0x0; |
662 | ||
3b57a3f7 | 663 | AliTRDseedV1 tracklet, *ptrTracklet = 0x0; |
181d2c97 | 664 | // in case of stand alone tracking we store all the pointers to the tracklets in a temporary array |
665 | AliTRDseedV1 *tracklets[kNPlanes]; | |
666 | memset(tracklets, 0, sizeof(AliTRDseedV1 *) * kNPlanes); | |
667 | for(Int_t ip = 0; ip < kNPlanes; ip++){ | |
668 | tracklets[ip] = t.GetTracklet(ip); | |
669 | t.UnsetTracklet(ip); | |
670 | } | |
81a6494d | 671 | Bool_t kStoreIn = kTRUE, kPropagateIn = kTRUE; |
e3cf3d02 | 672 | |
053767a4 | 673 | // Loop through the TRD layers |
eb2b4f91 | 674 | TGeoHMatrix *matrix = 0x0; |
675 | Double_t x, y, z; | |
676 | for (Int_t ily=0, sm=-1, stk=-1, det=-1; ily < AliTRDgeometry::kNlayer; ily++) { | |
677 | // rough estimate of the entry point | |
678 | if (!t.GetProlongation(fR[ily], y, z)){ | |
679 | n=-1; | |
680 | t.SetStatus(AliTRDtrackV1::kProlongation); | |
681 | break; | |
682 | } | |
41702fec | 683 | |
eb2b4f91 | 684 | // find sector / stack / detector |
685 | sm = t.GetSector(); | |
686 | // TODO cross check with y value ! | |
687 | stk = fGeom->GetStack(z, ily); | |
688 | det = stk>=0 ? AliTRDgeometry::GetDetector(ily, stk, sm) : -1; | |
689 | matrix = det>=0 ? fGeom->GetClusterMatrix(det) : 0x0; | |
690 | ||
691 | // check if supermodule/chamber is installed | |
692 | if( !fGeom->GetSMstatus(sm) || | |
693 | stk<0. || | |
694 | fGeom->IsHole(ily, stk, sm) || | |
695 | !matrix ){ | |
696 | // propagate to the default radial position | |
697 | if(fR[ily] > (fgkMaxStep + t.GetX()) && !PropagateToX(t, fR[ily], fgkMaxStep)){ | |
698 | n=-1; | |
699 | t.SetStatus(AliTRDtrackV1::kPropagation); | |
41702fec | 700 | break; |
701 | } | |
eb2b4f91 | 702 | if(!AdjustSector(&t)){ |
703 | n=-1; | |
704 | t.SetStatus(AliTRDtrackV1::kAdjustSector); | |
705 | break; | |
706 | } | |
707 | if(TMath::Abs(t.GetSnp()) > fgkMaxSnp){ | |
708 | n=-1; | |
709 | t.SetStatus(AliTRDtrackV1::kSnp); | |
710 | break; | |
711 | } | |
712 | t.SetStatus(AliTRDtrackV1::kGeometry, ily); | |
41702fec | 713 | continue; |
714 | } | |
e3cf3d02 | 715 | |
eb2b4f91 | 716 | // retrieve rotation matrix for the current chamber |
717 | Double_t loc[] = {AliTRDgeometry::AnodePos()- driftLength, 0., 0.}; | |
718 | Double_t glb[] = {0., 0., 0.}; | |
719 | matrix->LocalToMaster(loc, glb); | |
720 | ||
721 | // Propagate to the radial distance of the current layer | |
722 | x = glb[0] - fgkMaxStep; | |
723 | if(x > (fgkMaxStep + t.GetX()) && !PropagateToX(t, x, fgkMaxStep)){ | |
724 | n=-1; | |
725 | t.SetStatus(AliTRDtrackV1::kPropagation); | |
726 | break; | |
727 | } | |
728 | if(!AdjustSector(&t)){ | |
729 | n=-1; | |
730 | t.SetStatus(AliTRDtrackV1::kAdjustSector); | |
731 | break; | |
732 | } | |
733 | if(TMath::Abs(t.GetSnp()) > fgkMaxSnp) { | |
734 | n=-1; | |
735 | t.SetStatus(AliTRDtrackV1::kSnp); | |
736 | break; | |
737 | } | |
738 | Bool_t RECALCULATE = kFALSE; | |
739 | if(sm != t.GetSector()){ | |
740 | sm = t.GetSector(); | |
741 | RECALCULATE = kTRUE; | |
742 | } | |
743 | if(stk != fGeom->GetStack(z, ily)){ | |
744 | stk = fGeom->GetStack(z, ily); | |
745 | RECALCULATE = kTRUE; | |
746 | } | |
747 | if(RECALCULATE){ | |
748 | det = AliTRDgeometry::GetDetector(ily, stk, sm); | |
749 | if(!(matrix = fGeom->GetClusterMatrix(det))){ | |
750 | t.SetStatus(AliTRDtrackV1::kGeometry, ily); | |
751 | continue; | |
752 | } | |
753 | matrix->LocalToMaster(loc, glb); | |
754 | x = glb[0] - fgkMaxStep; | |
755 | } | |
756 | ||
757 | // check if track is well inside fiducial volume | |
758 | if (!t.GetProlongation(x+fgkMaxStep, y, z)) { | |
759 | n=-1; | |
760 | t.SetStatus(AliTRDtrackV1::kProlongation); | |
761 | break; | |
762 | } | |
763 | if(fGeom->IsOnBoundary(det, y, z, .5)){ | |
764 | t.SetStatus(AliTRDtrackV1::kBoundary, ily); | |
765 | continue; | |
766 | } | |
767 | // mark track as entering the FIDUCIAL volume of TRD | |
e3cf3d02 | 768 | if(kStoreIn){ |
769 | t.SetTrackLow(); | |
770 | kStoreIn = kFALSE; | |
771 | } | |
b1957d3c | 772 | |
eb2b4f91 | 773 | ptrTracklet = tracklets[ily]; |
774 | if(!ptrTracklet){ // BUILD TRACKLET | |
775 | // check data in supermodule | |
776 | if(!fTrSec[sm].GetNChambers()){ | |
777 | t.SetStatus(AliTRDtrackV1::kNoClusters, ily); | |
778 | continue; | |
779 | } | |
780 | if(fTrSec[sm].GetX(ily) < 1.){ | |
781 | t.SetStatus(AliTRDtrackV1::kNoClusters, ily); | |
782 | continue; | |
783 | } | |
784 | ||
785 | // check data in chamber | |
786 | if(!(chamber = fTrSec[sm].GetChamber(stk, ily))){ | |
787 | t.SetStatus(AliTRDtrackV1::kNoClusters, ily); | |
788 | continue; | |
789 | } | |
790 | if(chamber->GetNClusters() < fgNTimeBins*fReconstructor->GetRecoParam() ->GetFindableClusters()){ | |
791 | t.SetStatus(AliTRDtrackV1::kNoClusters, ily); | |
792 | continue; | |
793 | } | |
794 | // build tracklet | |
795 | ptrTracklet = new(&tracklet) AliTRDseedV1(det); | |
796 | ptrTracklet->SetReconstructor(fReconstructor); | |
797 | ptrTracklet->SetKink(t.IsKink()); | |
798 | ptrTracklet->SetPadPlane(fGeom->GetPadPlane(ily, stk)); | |
799 | ptrTracklet->SetX0(glb[0]+driftLength); | |
800 | if(!tracklet.Init(&t)){ | |
801 | n=-1; | |
802 | t.SetStatus(AliTRDtrackV1::kTrackletInit); | |
803 | break; | |
804 | } | |
805 | if(!tracklet.AttachClusters(chamber, kTRUE)){ | |
806 | t.SetStatus(AliTRDtrackV1::kNoAttach, ily); | |
807 | continue; | |
808 | } | |
809 | if(tracklet.GetN() < fgNTimeBins*fReconstructor->GetRecoParam() ->GetFindableClusters()){ | |
810 | t.SetStatus(AliTRDtrackV1::kNoClustersTracklet, ily); | |
811 | continue; | |
812 | } | |
813 | ptrTracklet->UpdateUsed(); | |
814 | } | |
815 | ||
816 | // propagate track to the radial position of the tracklet | |
817 | ptrTracklet->UseClusters(); // TODO ? do we need this here ? | |
818 | // fit tracklet no tilt correction | |
819 | if(!ptrTracklet->Fit(kFALSE)){ | |
820 | t.SetStatus(AliTRDtrackV1::kNoFit, ily); | |
821 | continue; | |
822 | } | |
823 | x = ptrTracklet->GetX(); //GetX0(); | |
824 | if(x > (fgkMaxStep + t.GetX()) && !PropagateToX(t, x, fgkMaxStep)) { | |
825 | n=-1; | |
826 | t.SetStatus(AliTRDtrackV1::kPropagation); | |
827 | break; | |
828 | } | |
829 | if(!AdjustSector(&t)) { | |
830 | n=-1; | |
831 | t.SetStatus(AliTRDtrackV1::kAdjustSector); | |
832 | break; | |
41702fec | 833 | } |
eb2b4f91 | 834 | if(TMath::Abs(t.GetSnp()) > fgkMaxSnp) { |
835 | n=-1; | |
836 | t.SetStatus(AliTRDtrackV1::kSnp); | |
837 | break; | |
838 | } | |
839 | ||
81a6494d | 840 | if(kPropagateIn){ |
841 | t.SetTrackLow(); | |
842 | kPropagateIn = kFALSE; | |
843 | } | |
844 | ||
eb2b4f91 | 845 | // update Kalman with the TRD measurement |
b72f4eaf | 846 | Double_t cov[3]; ptrTracklet->GetCovAt(x, cov); |
847 | Double_t p[2] = { ptrTracklet->GetY(), ptrTracklet->GetZ()}; | |
848 | Double_t chi2 = ((AliExternalTrackParam)t).GetPredictedChi2(p, cov); | |
849 | if(chi2>1e+10){ // TODO | |
eb2b4f91 | 850 | t.SetStatus(AliTRDtrackV1::kChi2, ily); |
851 | continue; | |
852 | } | |
b72f4eaf | 853 | if(!t.Update(p, cov, chi2)) { |
eb2b4f91 | 854 | n=-1; |
855 | t.SetStatus(AliTRDtrackV1::kUpdate); | |
856 | break; | |
857 | } | |
b72f4eaf | 858 | // fill residuals ?! |
859 | AliTracker::FillResiduals(&t, p, cov, ptrTracklet->GetVolumeId()); | |
860 | ||
eb2b4f91 | 861 | |
862 | // load tracklet to the tracker | |
863 | ptrTracklet->UpDate(&t); | |
864 | ptrTracklet = SetTracklet(ptrTracklet); | |
865 | t.SetTracklet(ptrTracklet, fTracklets->GetEntriesFast()-1); | |
866 | n += ptrTracklet->GetN(); | |
867 | ||
41702fec | 868 | // Reset material budget if 2 consecutive gold |
eb2b4f91 | 869 | // if(ilayer>0 && t.GetTracklet(ilayer-1) && ptrTracklet->GetN() + t.GetTracklet(ilayer-1)->GetN() > 20) t.SetBudget(2, 0.); |
41702fec | 870 | |
871 | // Make backup of the track until is gold | |
872 | // TO DO update quality check of the track. | |
873 | // consider comparison with fTimeBinsRange | |
874 | Float_t ratio0 = ptrTracklet->GetN() / Float_t(fgNTimeBins); | |
875 | //Float_t ratio1 = Float_t(t.GetNumberOfClusters()+1) / Float_t(t.GetNExpected()+1); | |
41702fec | 876 | |
eb2b4f91 | 877 | if( (chi2 < 18.0) && |
41702fec | 878 | (ratio0 > 0.8) && |
879 | //(ratio1 > 0.6) && | |
880 | //(ratio0+ratio1 > 1.5) && | |
881 | (t.GetNCross() == 0) && | |
882 | (TMath::Abs(t.GetSnp()) < 0.85) && | |
e3cf3d02 | 883 | (t.GetNumberOfClusters() > 20)){ |
884 | t.MakeBackupTrack(); | |
885 | } | |
053767a4 | 886 | } // end layers loop |
eb2b4f91 | 887 | //printf("clusters[%d] chi2[%f] x[%f] status[%d ", n, t.GetChi2(), t.GetX(), t.GetStatusTRD()); |
888 | //for(int i=0; i<6; i++) printf("%d ", t.GetStatusTRD(i)); printf("]\n"); | |
41702fec | 889 | |
3a039a31 | 890 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 1){ |
29f95561 | 891 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
41702fec | 892 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); |
eb2b4f91 | 893 | AliTRDtrackV1 track(t); |
894 | track.SetOwner(); | |
41702fec | 895 | cstreamer << "FollowBackProlongation" |
eb2b4f91 | 896 | << "EventNumber=" << eventNumber |
897 | << "ncl=" << n | |
898 | << "track.=" << &track | |
41702fec | 899 | << "\n"; |
900 | } | |
901 | ||
eb2b4f91 | 902 | return n; |
0906e73e | 903 | } |
904 | ||
eb38ed55 | 905 | //_________________________________________________________________________ |
906 | Float_t AliTRDtrackerV1::FitRieman(AliTRDseedV1 *tracklets, Double_t *chi2, Int_t *planes){ | |
41702fec | 907 | // |
908 | // Fits a Riemann-circle to the given points without tilting pad correction. | |
909 | // The fit is performed using an instance of the class AliRieman (equations | |
910 | // and transformations see documentation of this class) | |
911 | // Afterwards all the tracklets are Updated | |
912 | // | |
913 | // Parameters: - Array of tracklets (AliTRDseedV1) | |
914 | // - Storage for the chi2 values (beginning with direction z) | |
915 | // - Seeding configuration | |
916 | // Output: - The curvature | |
917 | // | |
918 | AliRieman *fitter = AliTRDtrackerV1::GetRiemanFitter(); | |
919 | fitter->Reset(); | |
920 | Int_t allplanes[] = {0, 1, 2, 3, 4, 5}; | |
921 | Int_t *ppl = &allplanes[0]; | |
922 | Int_t maxLayers = 6; | |
923 | if(planes){ | |
924 | maxLayers = 4; | |
925 | ppl = planes; | |
926 | } | |
927 | for(Int_t il = 0; il < maxLayers; il++){ | |
928 | if(!tracklets[ppl[il]].IsOK()) continue; | |
e3cf3d02 | 929 | fitter->AddPoint(tracklets[ppl[il]].GetX0(), tracklets[ppl[il]].GetYfit(0), tracklets[ppl[il]].GetZfit(0),1,10); |
41702fec | 930 | } |
931 | fitter->Update(); | |
932 | // Set the reference position of the fit and calculate the chi2 values | |
933 | memset(chi2, 0, sizeof(Double_t) * 2); | |
934 | for(Int_t il = 0; il < maxLayers; il++){ | |
935 | // Reference positions | |
936 | tracklets[ppl[il]].Init(fitter); | |
937 | ||
938 | // chi2 | |
939 | if((!tracklets[ppl[il]].IsOK()) && (!planes)) continue; | |
940 | chi2[0] += tracklets[ppl[il]].GetChi2Y(); | |
941 | chi2[1] += tracklets[ppl[il]].GetChi2Z(); | |
942 | } | |
943 | return fitter->GetC(); | |
eb38ed55 | 944 | } |
945 | ||
946 | //_________________________________________________________________________ | |
947 | void AliTRDtrackerV1::FitRieman(AliTRDcluster **seedcl, Double_t chi2[2]) | |
948 | { | |
41702fec | 949 | // |
950 | // Performs a Riemann helix fit using the seedclusters as spacepoints | |
951 | // Afterwards the chi2 values are calculated and the seeds are updated | |
952 | // | |
953 | // Parameters: - The four seedclusters | |
954 | // - The tracklet array (AliTRDseedV1) | |
955 | // - The seeding configuration | |
956 | // - Chi2 array | |
957 | // | |
958 | // debug level 2 | |
959 | // | |
960 | AliRieman *fitter = AliTRDtrackerV1::GetRiemanFitter(); | |
961 | fitter->Reset(); | |
a3743898 | 962 | for(Int_t i = 0; i < 4; i++){ |
a3743898 | 963 | fitter->AddPoint(seedcl[i]->GetX(), seedcl[i]->GetY(), seedcl[i]->GetZ(), 1., 10.); |
964 | } | |
41702fec | 965 | fitter->Update(); |
966 | ||
967 | ||
968 | // Update the seed and calculated the chi2 value | |
969 | chi2[0] = 0; chi2[1] = 0; | |
970 | for(Int_t ipl = 0; ipl < kNSeedPlanes; ipl++){ | |
971 | // chi2 | |
972 | chi2[0] += (seedcl[ipl]->GetZ() - fitter->GetZat(seedcl[ipl]->GetX())) * (seedcl[ipl]->GetZ() - fitter->GetZat(seedcl[ipl]->GetX())); | |
973 | chi2[1] += (seedcl[ipl]->GetY() - fitter->GetYat(seedcl[ipl]->GetX())) * (seedcl[ipl]->GetY() - fitter->GetYat(seedcl[ipl]->GetX())); | |
974 | } | |
eb38ed55 | 975 | } |
976 | ||
977 | ||
978 | //_________________________________________________________________________ | |
979 | Float_t AliTRDtrackerV1::FitTiltedRiemanConstraint(AliTRDseedV1 *tracklets, Double_t zVertex) | |
980 | { | |
41702fec | 981 | // |
982 | // Fits a helix to the clusters. Pad tilting is considered. As constraint it is | |
983 | // assumed that the vertex position is set to 0. | |
984 | // This method is very usefull for high-pt particles | |
985 | // Basis for the fit: (x - x0)^2 + (y - y0)^2 - R^2 = 0 | |
986 | // x0, y0: Center of the circle | |
987 | // Measured y-position: ymeas = y - tan(phiT)(zc - zt) | |
988 | // zc: center of the pad row | |
989 | // Equation which has to be fitted (after transformation): | |
990 | // a + b * u + e * v + 2*(ymeas + tan(phiT)(z - zVertex))*t = 0 | |
991 | // Transformation: | |
992 | // t = 1/(x^2 + y^2) | |
993 | // u = 2 * x * t | |
994 | // v = 2 * x * tan(phiT) * t | |
995 | // Parameters in the equation: | |
996 | // a = -1/y0, b = x0/y0, e = dz/dx | |
997 | // | |
998 | // The Curvature is calculated by the following equation: | |
999 | // - curv = a/Sqrt(b^2 + 1) = 1/R | |
1000 | // Parameters: - the 6 tracklets | |
1001 | // - the Vertex constraint | |
1002 | // Output: - the Chi2 value of the track | |
1003 | // | |
1004 | // debug level 5 | |
1005 | // | |
1006 | ||
1007 | TLinearFitter *fitter = GetTiltedRiemanFitterConstraint(); | |
1008 | fitter->StoreData(kTRUE); | |
1009 | fitter->ClearPoints(); | |
1010 | AliTRDcluster *cl = 0x0; | |
1011 | ||
1012 | Float_t x, y, z, w, t, error, tilt; | |
1013 | Double_t uvt[2]; | |
1014 | Int_t nPoints = 0; | |
053767a4 | 1015 | for(Int_t ilr = 0; ilr < AliTRDgeometry::kNlayer; ilr++){ |
1016 | if(!tracklets[ilr].IsOK()) continue; | |
8d2bec9e | 1017 | for(Int_t itb = 0; itb < AliTRDseedV1::kNclusters; itb++){ |
053767a4 | 1018 | if(!tracklets[ilr].IsUsable(itb)) continue; |
1019 | cl = tracklets[ilr].GetClusters(itb); | |
41702fec | 1020 | x = cl->GetX(); |
1021 | y = cl->GetY(); | |
1022 | z = cl->GetZ(); | |
053767a4 | 1023 | tilt = tracklets[ilr].GetTilt(); |
41702fec | 1024 | // Transformation |
1025 | t = 1./(x * x + y * y); | |
1026 | uvt[0] = 2. * x * t; | |
1027 | uvt[1] = 2. * x * t * tilt ; | |
1028 | w = 2. * (y + tilt * (z - zVertex)) * t; | |
f29f13a6 | 1029 | error = 2. * TMath::Sqrt(cl->GetSigmaY2()) * t; |
41702fec | 1030 | fitter->AddPoint(uvt, w, error); |
1031 | nPoints++; | |
1032 | } | |
1033 | } | |
1034 | fitter->Eval(); | |
1035 | ||
1036 | // Calculate curvature | |
1037 | Double_t a = fitter->GetParameter(0); | |
1038 | Double_t b = fitter->GetParameter(1); | |
1039 | Double_t curvature = a/TMath::Sqrt(b*b + 1); | |
1040 | ||
1041 | Float_t chi2track = fitter->GetChisquare()/Double_t(nPoints); | |
1042 | for(Int_t ip = 0; ip < AliTRDtrackerV1::kNPlanes; ip++) | |
e3cf3d02 | 1043 | tracklets[ip].SetC(curvature); |
41702fec | 1044 | |
3a039a31 | 1045 | /* if(fReconstructor->GetStreamLevel() >= 5){ |
41702fec | 1046 | //Linear Model on z-direction |
1047 | Double_t xref = CalculateReferenceX(tracklets); // Relative to the middle of the stack | |
1048 | Double_t slope = fitter->GetParameter(2); | |
1049 | Double_t zref = slope * xref; | |
1050 | Float_t chi2Z = CalculateChi2Z(tracklets, zref, slope, xref); | |
1051 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); | |
1052 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
29f95561 | 1053 | TTreeSRedirector &treeStreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
41702fec | 1054 | treeStreamer << "FitTiltedRiemanConstraint" |
1055 | << "EventNumber=" << eventNumber | |
1056 | << "CandidateNumber=" << candidateNumber | |
1057 | << "Curvature=" << curvature | |
1058 | << "Chi2Track=" << chi2track | |
1059 | << "Chi2Z=" << chi2Z | |
1060 | << "zref=" << zref | |
1061 | << "\n"; | |
3a039a31 | 1062 | }*/ |
41702fec | 1063 | return chi2track; |
eb38ed55 | 1064 | } |
1065 | ||
1066 | //_________________________________________________________________________ | |
1067 | Float_t AliTRDtrackerV1::FitTiltedRieman(AliTRDseedV1 *tracklets, Bool_t sigError) | |
1068 | { | |
41702fec | 1069 | // |
1070 | // Performs a Riemann fit taking tilting pad correction into account | |
1071 | // The equation of a Riemann circle, where the y position is substituted by the | |
1072 | // measured y-position taking pad tilting into account, has to be transformed | |
1073 | // into a 4-dimensional hyperplane equation | |
1074 | // Riemann circle: (x-x0)^2 + (y-y0)^2 -R^2 = 0 | |
1075 | // Measured y-Position: ymeas = y - tan(phiT)(zc - zt) | |
1076 | // zc: center of the pad row | |
1077 | // zt: z-position of the track | |
1078 | // The z-position of the track is assumed to be linear dependent on the x-position | |
1079 | // Transformed equation: a + b * u + c * t + d * v + e * w - 2 * (ymeas + tan(phiT) * zc) * t = 0 | |
1080 | // Transformation: u = 2 * x * t | |
1081 | // v = 2 * tan(phiT) * t | |
1082 | // w = 2 * tan(phiT) * (x - xref) * t | |
1083 | // t = 1 / (x^2 + ymeas^2) | |
1084 | // Parameters: a = -1/y0 | |
1085 | // b = x0/y0 | |
1086 | // c = (R^2 -x0^2 - y0^2)/y0 | |
1087 | // d = offset | |
1088 | // e = dz/dx | |
1089 | // If the offset respectively the slope in z-position is impossible, the parameters are fixed using | |
1090 | // results from the simple riemann fit. Afterwards the fit is redone. | |
1091 | // The curvature is calculated according to the formula: | |
1092 | // curv = a/(1 + b^2 + c*a) = 1/R | |
1093 | // | |
1094 | // Paramters: - Array of tracklets (connected to the track candidate) | |
1095 | // - Flag selecting the error definition | |
1096 | // Output: - Chi2 values of the track (in Parameter list) | |
1097 | // | |
1098 | TLinearFitter *fitter = GetTiltedRiemanFitter(); | |
1099 | fitter->StoreData(kTRUE); | |
1100 | fitter->ClearPoints(); | |
1101 | AliTRDLeastSquare zfitter; | |
1102 | AliTRDcluster *cl = 0x0; | |
1103 | ||
1104 | Double_t xref = CalculateReferenceX(tracklets); | |
1105 | Double_t x, y, z, t, tilt, dx, w, we; | |
1106 | Double_t uvt[4]; | |
1107 | Int_t nPoints = 0; | |
1108 | // Containers for Least-square fitter | |
1109 | for(Int_t ipl = 0; ipl < kNPlanes; ipl++){ | |
1110 | if(!tracklets[ipl].IsOK()) continue; | |
ed15ef4f | 1111 | tilt = tracklets[ipl].GetTilt(); |
8d2bec9e | 1112 | for(Int_t itb = 0; itb < AliTRDseedV1::kNclusters; itb++){ |
41702fec | 1113 | if(!(cl = tracklets[ipl].GetClusters(itb))) continue; |
1114 | if (!tracklets[ipl].IsUsable(itb)) continue; | |
1115 | x = cl->GetX(); | |
1116 | y = cl->GetY(); | |
1117 | z = cl->GetZ(); | |
41702fec | 1118 | dx = x - xref; |
1119 | // Transformation | |
1120 | t = 1./(x*x + y*y); | |
1121 | uvt[0] = 2. * x * t; | |
1122 | uvt[1] = t; | |
1123 | uvt[2] = 2. * tilt * t; | |
1124 | uvt[3] = 2. * tilt * dx * t; | |
1125 | w = 2. * (y + tilt*z) * t; | |
1126 | // error definition changes for the different calls | |
1127 | we = 2. * t; | |
f29f13a6 | 1128 | we *= sigError ? TMath::Sqrt(cl->GetSigmaY2()) : 0.2; |
41702fec | 1129 | fitter->AddPoint(uvt, w, we); |
1130 | zfitter.AddPoint(&x, z, static_cast<Double_t>(TMath::Sqrt(cl->GetSigmaZ2()))); | |
1131 | nPoints++; | |
1132 | } | |
1133 | } | |
1134 | fitter->Eval(); | |
1135 | zfitter.Eval(); | |
1136 | ||
1137 | Double_t offset = fitter->GetParameter(3); | |
1138 | Double_t slope = fitter->GetParameter(4); | |
1139 | ||
1140 | // Linear fitter - not possible to make boundaries | |
1141 | // Do not accept non possible z and dzdx combinations | |
1142 | Bool_t acceptablez = kTRUE; | |
1143 | Double_t zref = 0.0; | |
1144 | for (Int_t iLayer = 0; iLayer < kNPlanes; iLayer++) { | |
1145 | if(!tracklets[iLayer].IsOK()) continue; | |
1146 | zref = offset + slope * (tracklets[iLayer].GetX0() - xref); | |
e3cf3d02 | 1147 | if (TMath::Abs(tracklets[iLayer].GetZfit(0) - zref) > tracklets[iLayer].GetPadLength() * 0.5 + 1.0) |
41702fec | 1148 | acceptablez = kFALSE; |
1149 | } | |
1150 | if (!acceptablez) { | |
1151 | Double_t dzmf = zfitter.GetFunctionParameter(1); | |
1152 | Double_t zmf = zfitter.GetFunctionValue(&xref); | |
1153 | fgTiltedRieman->FixParameter(3, zmf); | |
1154 | fgTiltedRieman->FixParameter(4, dzmf); | |
1155 | fitter->Eval(); | |
1156 | fitter->ReleaseParameter(3); | |
1157 | fitter->ReleaseParameter(4); | |
1158 | offset = fitter->GetParameter(3); | |
1159 | slope = fitter->GetParameter(4); | |
1160 | } | |
1161 | ||
1162 | // Calculate Curvarture | |
1163 | Double_t a = fitter->GetParameter(0); | |
1164 | Double_t b = fitter->GetParameter(1); | |
1165 | Double_t c = fitter->GetParameter(2); | |
1166 | Double_t curvature = 1.0 + b*b - c*a; | |
1167 | if (curvature > 0.0) | |
1168 | curvature = a / TMath::Sqrt(curvature); | |
1169 | ||
1170 | Double_t chi2track = fitter->GetChisquare()/Double_t(nPoints); | |
1171 | ||
1172 | // Update the tracklets | |
1173 | Double_t dy, dz; | |
1174 | for(Int_t iLayer = 0; iLayer < AliTRDtrackerV1::kNPlanes; iLayer++) { | |
1175 | ||
1176 | x = tracklets[iLayer].GetX0(); | |
1177 | y = 0; | |
1178 | z = 0; | |
1179 | dy = 0; | |
1180 | dz = 0; | |
1181 | ||
1182 | // y: R^2 = (x - x0)^2 + (y - y0)^2 | |
1183 | // => y = y0 +/- Sqrt(R^2 - (x - x0)^2) | |
1184 | // R = Sqrt() = 1/Curvature | |
1185 | // => y = y0 +/- Sqrt(1/Curvature^2 - (x - x0)^2) | |
1186 | Double_t res = (x * a + b); // = (x - x0)/y0 | |
1187 | res *= res; | |
1188 | res = 1.0 - c * a + b * b - res; // = (R^2 - (x - x0)^2)/y0^2 | |
1189 | if (res >= 0) { | |
1190 | res = TMath::Sqrt(res); | |
1191 | y = (1.0 - res) / a; | |
1192 | } | |
1193 | ||
1194 | // dy: R^2 = (x - x0)^2 + (y - y0)^2 | |
1195 | // => y = +/- Sqrt(R^2 - (x - x0)^2) + y0 | |
1196 | // => dy/dx = (x - x0)/Sqrt(R^2 - (x - x0)^2) | |
1197 | // Curvature: cr = 1/R = a/Sqrt(1 + b^2 - c*a) | |
1198 | // => dy/dx = (x - x0)/(1/(cr^2) - (x - x0)^2) | |
1199 | Double_t x0 = -b / a; | |
1200 | if (-c * a + b * b + 1 > 0) { | |
1201 | if (1.0/(curvature * curvature) - (x - x0) * (x - x0) > 0.0) { | |
1202 | Double_t yderiv = (x - x0) / TMath::Sqrt(1.0/(curvature * curvature) - (x - x0) * (x - x0)); | |
1203 | if (a < 0) yderiv *= -1.0; | |
1204 | dy = yderiv; | |
1205 | } | |
1206 | } | |
1207 | z = offset + slope * (x - xref); | |
1208 | dz = slope; | |
1209 | tracklets[iLayer].SetYref(0, y); | |
1210 | tracklets[iLayer].SetYref(1, dy); | |
1211 | tracklets[iLayer].SetZref(0, z); | |
1212 | tracklets[iLayer].SetZref(1, dz); | |
1213 | tracklets[iLayer].SetC(curvature); | |
1214 | tracklets[iLayer].SetChi2(chi2track); | |
1215 | } | |
1216 | ||
3a039a31 | 1217 | /* if(fReconstructor->GetStreamLevel() >=5){ |
29f95561 | 1218 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
41702fec | 1219 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); |
1220 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
1221 | Double_t chi2z = CalculateChi2Z(tracklets, offset, slope, xref); | |
1222 | cstreamer << "FitTiltedRieman0" | |
1223 | << "EventNumber=" << eventNumber | |
1224 | << "CandidateNumber=" << candidateNumber | |
1225 | << "xref=" << xref | |
1226 | << "Chi2Z=" << chi2z | |
1227 | << "\n"; | |
3a039a31 | 1228 | }*/ |
41702fec | 1229 | return chi2track; |
eb38ed55 | 1230 | } |
1231 | ||
3b57a3f7 | 1232 | |
9e333711 | 1233 | //____________________________________________________________________ |
6e4d4425 | 1234 | Double_t AliTRDtrackerV1::FitLine(const AliTRDtrackV1 *track, AliTRDseedV1 *tracklets, Bool_t err, Int_t np, AliTrackPoint *points) |
9e333711 | 1235 | { |
1236 | AliTRDLeastSquare yfitter, zfitter; | |
1237 | AliTRDcluster *cl = 0x0; | |
1238 | ||
1239 | AliTRDseedV1 work[kNPlanes], *tracklet = 0x0; | |
1240 | if(!tracklets){ | |
1241 | for(Int_t ipl = 0; ipl < kNPlanes; ipl++){ | |
1242 | if(!(tracklet = track->GetTracklet(ipl))) continue; | |
1243 | if(!tracklet->IsOK()) continue; | |
1244 | new(&work[ipl]) AliTRDseedV1(*tracklet); | |
1245 | } | |
1246 | tracklets = &work[0]; | |
1247 | } | |
1248 | ||
1249 | Double_t xref = CalculateReferenceX(tracklets); | |
1250 | Double_t x, y, z, dx, ye, yr, tilt; | |
1251 | for(Int_t ipl = 0; ipl < kNPlanes; ipl++){ | |
1252 | if(!tracklets[ipl].IsOK()) continue; | |
1253 | for(Int_t itb = 0; itb < fgNTimeBins; itb++){ | |
1254 | if(!(cl = tracklets[ipl].GetClusters(itb))) continue; | |
1255 | if (!tracklets[ipl].IsUsable(itb)) continue; | |
1256 | x = cl->GetX(); | |
1257 | z = cl->GetZ(); | |
1258 | dx = x - xref; | |
1259 | zfitter.AddPoint(&dx, z, static_cast<Double_t>(TMath::Sqrt(cl->GetSigmaZ2()))); | |
1260 | } | |
1261 | } | |
1262 | zfitter.Eval(); | |
1263 | Double_t z0 = zfitter.GetFunctionParameter(0); | |
1264 | Double_t dzdx = zfitter.GetFunctionParameter(1); | |
1265 | for(Int_t ipl = 0; ipl < kNPlanes; ipl++){ | |
1266 | if(!tracklets[ipl].IsOK()) continue; | |
1267 | for(Int_t itb = 0; itb < fgNTimeBins; itb++){ | |
1268 | if(!(cl = tracklets[ipl].GetClusters(itb))) continue; | |
1269 | if (!tracklets[ipl].IsUsable(itb)) continue; | |
1270 | x = cl->GetX(); | |
1271 | y = cl->GetY(); | |
1272 | z = cl->GetZ(); | |
1273 | tilt = tracklets[ipl].GetTilt(); | |
1274 | dx = x - xref; | |
1275 | yr = y + tilt*(z - z0 - dzdx*dx); | |
1276 | // error definition changes for the different calls | |
1277 | ye = tilt*TMath::Sqrt(cl->GetSigmaZ2()); | |
1278 | ye += err ? tracklets[ipl].GetSigmaY() : 0.2; | |
1279 | yfitter.AddPoint(&dx, yr, ye); | |
1280 | } | |
1281 | } | |
1282 | yfitter.Eval(); | |
1283 | Double_t y0 = yfitter.GetFunctionParameter(0); | |
1284 | Double_t dydx = yfitter.GetFunctionParameter(1); | |
1285 | Double_t chi2 = 0.;//yfitter.GetChisquare()/Double_t(nPoints); | |
1286 | ||
1287 | //update track points array | |
1288 | if(np && points){ | |
1289 | Float_t xyz[3]; | |
1290 | for(int ip=0; ip<np; ip++){ | |
1291 | points[ip].GetXYZ(xyz); | |
1292 | xyz[1] = y0 + dydx * (xyz[0] - xref); | |
1293 | xyz[2] = z0 + dzdx * (xyz[0] - xref); | |
1294 | points[ip].SetXYZ(xyz); | |
1295 | } | |
1296 | } | |
1297 | return chi2; | |
1298 | } | |
1299 | ||
1300 | ||
3b57a3f7 | 1301 | //_________________________________________________________________________ |
6e4d4425 | 1302 | Double_t AliTRDtrackerV1::FitRiemanTilt(const AliTRDtrackV1 *track, AliTRDseedV1 *tracklets, Bool_t sigError, Int_t np, AliTrackPoint *points) |
3b57a3f7 | 1303 | { |
41702fec | 1304 | // |
1305 | // Performs a Riemann fit taking tilting pad correction into account | |
1306 | // The equation of a Riemann circle, where the y position is substituted by the | |
1307 | // measured y-position taking pad tilting into account, has to be transformed | |
1308 | // into a 4-dimensional hyperplane equation | |
1309 | // Riemann circle: (x-x0)^2 + (y-y0)^2 -R^2 = 0 | |
1310 | // Measured y-Position: ymeas = y - tan(phiT)(zc - zt) | |
1311 | // zc: center of the pad row | |
1312 | // zt: z-position of the track | |
1313 | // The z-position of the track is assumed to be linear dependent on the x-position | |
1314 | // Transformed equation: a + b * u + c * t + d * v + e * w - 2 * (ymeas + tan(phiT) * zc) * t = 0 | |
1315 | // Transformation: u = 2 * x * t | |
1316 | // v = 2 * tan(phiT) * t | |
1317 | // w = 2 * tan(phiT) * (x - xref) * t | |
1318 | // t = 1 / (x^2 + ymeas^2) | |
1319 | // Parameters: a = -1/y0 | |
1320 | // b = x0/y0 | |
1321 | // c = (R^2 -x0^2 - y0^2)/y0 | |
1322 | // d = offset | |
1323 | // e = dz/dx | |
1324 | // If the offset respectively the slope in z-position is impossible, the parameters are fixed using | |
1325 | // results from the simple riemann fit. Afterwards the fit is redone. | |
1326 | // The curvature is calculated according to the formula: | |
1327 | // curv = a/(1 + b^2 + c*a) = 1/R | |
1328 | // | |
1329 | // Paramters: - Array of tracklets (connected to the track candidate) | |
1330 | // - Flag selecting the error definition | |
1331 | // Output: - Chi2 values of the track (in Parameter list) | |
1332 | // | |
1333 | TLinearFitter *fitter = GetTiltedRiemanFitter(); | |
1334 | fitter->StoreData(kTRUE); | |
1335 | fitter->ClearPoints(); | |
1336 | AliTRDLeastSquare zfitter; | |
1337 | AliTRDcluster *cl = 0x0; | |
3b57a3f7 | 1338 | |
1339 | AliTRDseedV1 work[kNPlanes], *tracklet = 0x0; | |
1340 | if(!tracklets){ | |
1341 | for(Int_t ipl = 0; ipl < kNPlanes; ipl++){ | |
1342 | if(!(tracklet = track->GetTracklet(ipl))) continue; | |
1343 | if(!tracklet->IsOK()) continue; | |
1344 | new(&work[ipl]) AliTRDseedV1(*tracklet); | |
1345 | } | |
1346 | tracklets = &work[0]; | |
1347 | } | |
1348 | ||
41702fec | 1349 | Double_t xref = CalculateReferenceX(tracklets); |
1350 | Double_t x, y, z, t, tilt, dx, w, we; | |
1351 | Double_t uvt[4]; | |
1352 | Int_t nPoints = 0; | |
1353 | // Containers for Least-square fitter | |
1354 | for(Int_t ipl = 0; ipl < kNPlanes; ipl++){ | |
1355 | if(!tracklets[ipl].IsOK()) continue; | |
8d2bec9e | 1356 | for(Int_t itb = 0; itb < AliTRDseedV1::kNclusters; itb++){ |
41702fec | 1357 | if(!(cl = tracklets[ipl].GetClusters(itb))) continue; |
1358 | if (!tracklets[ipl].IsUsable(itb)) continue; | |
1359 | x = cl->GetX(); | |
1360 | y = cl->GetY(); | |
1361 | z = cl->GetZ(); | |
1362 | tilt = tracklets[ipl].GetTilt(); | |
1363 | dx = x - xref; | |
1364 | // Transformation | |
1365 | t = 1./(x*x + y*y); | |
1366 | uvt[0] = 2. * x * t; | |
1367 | uvt[1] = t; | |
1368 | uvt[2] = 2. * tilt * t; | |
1369 | uvt[3] = 2. * tilt * dx * t; | |
1370 | w = 2. * (y + tilt*z) * t; | |
1371 | // error definition changes for the different calls | |
1372 | we = 2. * t; | |
f29f13a6 | 1373 | we *= sigError ? TMath::Sqrt(cl->GetSigmaY2()) : 0.2; |
41702fec | 1374 | fitter->AddPoint(uvt, w, we); |
1375 | zfitter.AddPoint(&x, z, static_cast<Double_t>(TMath::Sqrt(cl->GetSigmaZ2()))); | |
1376 | nPoints++; | |
1377 | } | |
1378 | } | |
aec26713 | 1379 | if(fitter->Eval()) return 1.E10; |
1380 | ||
41702fec | 1381 | Double_t z0 = fitter->GetParameter(3); |
1382 | Double_t dzdx = fitter->GetParameter(4); | |
3b57a3f7 | 1383 | |
1384 | ||
1385 | // Linear fitter - not possible to make boundaries | |
1386 | // Do not accept non possible z and dzdx combinations | |
1387 | Bool_t accept = kTRUE; | |
1388 | Double_t zref = 0.0; | |
1389 | for (Int_t iLayer = 0; iLayer < kNPlanes; iLayer++) { | |
1390 | if(!tracklets[iLayer].IsOK()) continue; | |
1391 | zref = z0 + dzdx * (tracklets[iLayer].GetX0() - xref); | |
e3cf3d02 | 1392 | if (TMath::Abs(tracklets[iLayer].GetZfit(0) - zref) > tracklets[iLayer].GetPadLength() * 0.5 + 1.0) |
3b57a3f7 | 1393 | accept = kFALSE; |
1394 | } | |
1395 | if (!accept) { | |
41702fec | 1396 | zfitter.Eval(); |
3b57a3f7 | 1397 | Double_t dzmf = zfitter.GetFunctionParameter(1); |
1398 | Double_t zmf = zfitter.GetFunctionValue(&xref); | |
1399 | fitter->FixParameter(3, zmf); | |
1400 | fitter->FixParameter(4, dzmf); | |
1401 | fitter->Eval(); | |
1402 | fitter->ReleaseParameter(3); | |
1403 | fitter->ReleaseParameter(4); | |
1404 | z0 = fitter->GetParameter(3); // = zmf ? | |
1405 | dzdx = fitter->GetParameter(4); // = dzmf ? | |
1406 | } | |
1407 | ||
1408 | // Calculate Curvature | |
1409 | Double_t a = fitter->GetParameter(0); | |
1410 | Double_t b = fitter->GetParameter(1); | |
1411 | Double_t c = fitter->GetParameter(2); | |
1412 | Double_t y0 = 1. / a; | |
1413 | Double_t x0 = -b * y0; | |
a015e406 | 1414 | Double_t tmp = y0*y0 + x0*x0 - c*y0; |
1415 | if(tmp<=0.) return 1.E10; | |
1416 | Double_t R = TMath::Sqrt(tmp); | |
3b57a3f7 | 1417 | Double_t C = 1.0 + b*b - c*a; |
1418 | if (C > 0.0) C = a / TMath::Sqrt(C); | |
1419 | ||
1420 | // Calculate chi2 of the fit | |
1421 | Double_t chi2 = fitter->GetChisquare()/Double_t(nPoints); | |
1422 | ||
1423 | // Update the tracklets | |
1424 | if(!track){ | |
1425 | for(Int_t ip = 0; ip < kNPlanes; ip++) { | |
1426 | x = tracklets[ip].GetX0(); | |
90cf7133 | 1427 | tmp = R*R-(x-x0)*(x-x0); |
a015e406 | 1428 | if(tmp <= 0.) continue; |
1429 | tmp = TMath::Sqrt(tmp); | |
3b57a3f7 | 1430 | |
1431 | // y: R^2 = (x - x0)^2 + (y - y0)^2 | |
1432 | // => y = y0 +/- Sqrt(R^2 - (x - x0)^2) | |
1433 | tracklets[ip].SetYref(0, y0 - (y0>0.?1.:-1)*tmp); | |
1434 | // => dy/dx = (x - x0)/Sqrt(R^2 - (x - x0)^2) | |
1435 | tracklets[ip].SetYref(1, (x - x0) / tmp); | |
1436 | tracklets[ip].SetZref(0, z0 + dzdx * (x - xref)); | |
1437 | tracklets[ip].SetZref(1, dzdx); | |
1438 | tracklets[ip].SetC(C); | |
1439 | tracklets[ip].SetChi2(chi2); | |
1440 | } | |
1441 | } | |
3b57a3f7 | 1442 | //update track points array |
1443 | if(np && points){ | |
1444 | Float_t xyz[3]; | |
1445 | for(int ip=0; ip<np; ip++){ | |
1446 | points[ip].GetXYZ(xyz); | |
60e55aee | 1447 | xyz[1] = TMath::Abs(xyz[0] - x0) > R ? 100. : y0 - (y0>0.?1.:-1.)*TMath::Sqrt((R-(xyz[0]-x0))*(R+(xyz[0]-x0))); |
3b57a3f7 | 1448 | xyz[2] = z0 + dzdx * (xyz[0] - xref); |
1449 | points[ip].SetXYZ(xyz); | |
1450 | } | |
1451 | } | |
1452 | ||
3b57a3f7 | 1453 | return chi2; |
1454 | } | |
1455 | ||
1456 | ||
1bf51039 | 1457 | //____________________________________________________________________ |
1458 | Double_t AliTRDtrackerV1::FitKalman(AliTRDtrackV1 *track, AliTRDseedV1 *tracklets, Bool_t up, Int_t np, AliTrackPoint *points) | |
1459 | { | |
1460 | // Kalman filter implementation for the TRD. | |
1461 | // It returns the positions of the fit in the array "points" | |
1462 | // | |
1463 | // Author : A.Bercuci@gsi.de | |
1464 | ||
3cfaffa4 | 1465 | // printf("Start track @ x[%f]\n", track->GetX()); |
1bf51039 | 1466 | |
1467 | //prepare marker points along the track | |
1468 | Int_t ip = np ? 0 : 1; | |
1469 | while(ip<np){ | |
1470 | if((up?-1:1) * (track->GetX() - points[ip].GetX()) > 0.) break; | |
1471 | //printf("AliTRDtrackerV1::FitKalman() : Skip track marker x[%d] = %7.3f. Before track start ( %7.3f ).\n", ip, points[ip].GetX(), track->GetX()); | |
1472 | ip++; | |
1473 | } | |
1474 | //if(points) printf("First marker point @ x[%d] = %f\n", ip, points[ip].GetX()); | |
1475 | ||
1476 | ||
1477 | AliTRDseedV1 tracklet, *ptrTracklet = 0x0; | |
1478 | ||
1479 | //Loop through the TRD planes | |
1480 | for (Int_t jplane = 0; jplane < kNPlanes; jplane++) { | |
1481 | // GET TRACKLET OR BUILT IT | |
1482 | Int_t iplane = up ? jplane : kNPlanes - 1 - jplane; | |
1483 | if(tracklets){ | |
1484 | if(!(ptrTracklet = &tracklets[iplane])) continue; | |
1485 | }else{ | |
1486 | if(!(ptrTracklet = track->GetTracklet(iplane))){ | |
1487 | /*AliTRDtrackerV1 *tracker = 0x0; | |
1488 | if(!(tracker = dynamic_cast<AliTRDtrackerV1*>( AliTRDReconstructor::Tracker()))) continue; | |
1489 | ptrTracklet = new(&tracklet) AliTRDseedV1(iplane); | |
1490 | if(!tracker->MakeTracklet(ptrTracklet, track)) */ | |
1491 | continue; | |
1492 | } | |
1493 | } | |
1494 | if(!ptrTracklet->IsOK()) continue; | |
1495 | ||
1496 | Double_t x = ptrTracklet->GetX0(); | |
1497 | ||
1498 | while(ip < np){ | |
1499 | //don't do anything if next marker is after next update point. | |
1500 | if((up?-1:1) * (points[ip].GetX() - x) - fgkMaxStep < 0) break; | |
1bf51039 | 1501 | if(((up?-1:1) * (points[ip].GetX() - track->GetX()) < 0) && !PropagateToX(*track, points[ip].GetX(), fgkMaxStep)) return -1.; |
1502 | ||
1503 | Double_t xyz[3]; // should also get the covariance | |
3cfaffa4 | 1504 | track->GetXYZ(xyz); |
1505 | track->Global2LocalPosition(xyz, track->GetAlpha()); | |
1506 | points[ip].SetXYZ(xyz[0], xyz[1], xyz[2]); | |
1bf51039 | 1507 | ip++; |
1508 | } | |
3cfaffa4 | 1509 | // printf("plane[%d] tracklet[%p] x[%f]\n", iplane, ptrTracklet, x); |
1bf51039 | 1510 | |
3cfaffa4 | 1511 | // Propagate closer to the next update point |
1bf51039 | 1512 | if(((up?-1:1) * (x - track->GetX()) + fgkMaxStep < 0) && !PropagateToX(*track, x + (up?-1:1)*fgkMaxStep, fgkMaxStep)) return -1.; |
1513 | ||
1514 | if(!AdjustSector(track)) return -1; | |
1515 | if(TMath::Abs(track->GetSnp()) > fgkMaxSnp) return -1; | |
1516 | ||
1517 | //load tracklet to the tracker and the track | |
1518 | /* Int_t index; | |
1519 | if((index = FindTracklet(ptrTracklet)) < 0){ | |
1520 | ptrTracklet = SetTracklet(&tracklet); | |
1521 | index = fTracklets->GetEntriesFast()-1; | |
1522 | } | |
1523 | track->SetTracklet(ptrTracklet, index);*/ | |
1524 | ||
1525 | ||
1526 | // register tracklet to track with tracklet creation !! | |
1527 | // PropagateBack : loaded tracklet to the tracker and update index | |
1528 | // RefitInward : update index | |
1529 | // MakeTrack : loaded tracklet to the tracker and update index | |
1530 | if(!tracklets) track->SetTracklet(ptrTracklet, -1); | |
1531 | ||
1532 | ||
1533 | //Calculate the mean material budget along the path inside the chamber | |
1534 | Double_t xyz0[3]; track->GetXYZ(xyz0); | |
1535 | Double_t alpha = track->GetAlpha(); | |
1536 | Double_t xyz1[3], y, z; | |
1537 | if(!track->GetProlongation(x, y, z)) return -1; | |
1538 | xyz1[0] = x * TMath::Cos(alpha) - y * TMath::Sin(alpha); | |
1539 | xyz1[1] = +x * TMath::Sin(alpha) + y * TMath::Cos(alpha); | |
1540 | xyz1[2] = z; | |
3cfaffa4 | 1541 | if((xyz0[0] - xyz1[9] < 1e-3) && (xyz0[0] - xyz1[9] < 1e-3)) continue; // check wheter we are at the same global x position |
1bf51039 | 1542 | Double_t param[7]; |
3cfaffa4 | 1543 | if(AliTracker::MeanMaterialBudget(xyz0, xyz1, param) <=0.) break; |
1bf51039 | 1544 | Double_t xrho = param[0]*param[4]; // density*length |
1545 | Double_t xx0 = param[1]; // radiation length | |
1546 | ||
1547 | //Propagate the track | |
1548 | track->PropagateTo(x, xx0, xrho); | |
1549 | if (!AdjustSector(track)) break; | |
1550 | ||
1551 | //Update track | |
b72f4eaf | 1552 | Double_t cov[3]; ptrTracklet->GetCovAt(x, cov); |
1553 | Double_t p[2] = { ptrTracklet->GetY(), ptrTracklet->GetZ()}; | |
1554 | Double_t chi2 = ((AliExternalTrackParam*)track)->GetPredictedChi2(p, cov); | |
1555 | if(chi2<1e+10) track->Update(p, cov, chi2); | |
1bf51039 | 1556 | if(!up) continue; |
1557 | ||
1558 | //Reset material budget if 2 consecutive gold | |
1559 | if(iplane>0 && track->GetTracklet(iplane-1) && ptrTracklet->GetN() + track->GetTracklet(iplane-1)->GetN() > 20) track->SetBudget(2, 0.); | |
1560 | } // end planes loop | |
1561 | ||
1562 | // extrapolation | |
1563 | while(ip < np){ | |
1564 | if(((up?-1:1) * (points[ip].GetX() - track->GetX()) < 0) && !PropagateToX(*track, points[ip].GetX(), fgkMaxStep)) return -1.; | |
1565 | ||
1566 | Double_t xyz[3]; // should also get the covariance | |
3cfaffa4 | 1567 | track->GetXYZ(xyz); |
1568 | track->Global2LocalPosition(xyz, track->GetAlpha()); | |
1569 | points[ip].SetXYZ(xyz[0], xyz[1], xyz[2]); | |
1bf51039 | 1570 | ip++; |
1571 | } | |
1572 | ||
1573 | return track->GetChi2(); | |
1574 | } | |
3b57a3f7 | 1575 | |
eb38ed55 | 1576 | //_________________________________________________________________________ |
bb56afff | 1577 | Float_t AliTRDtrackerV1::CalculateChi2Z(AliTRDseedV1 *tracklets, Double_t offset, Double_t slope, Double_t xref) |
eb38ed55 | 1578 | { |
41702fec | 1579 | // |
1580 | // Calculates the chi2-value of the track in z-Direction including tilting pad correction. | |
1581 | // A linear dependence on the x-value serves as a model. | |
1582 | // The parameters are related to the tilted Riemann fit. | |
1583 | // Parameters: - Array of tracklets (AliTRDseedV1) related to the track candidate | |
1584 | // - the offset for the reference x | |
1585 | // - the slope | |
1586 | // - the reference x position | |
1587 | // Output: - The Chi2 value of the track in z-Direction | |
1588 | // | |
1589 | Float_t chi2Z = 0, nLayers = 0; | |
053767a4 | 1590 | for (Int_t iLayer = 0; iLayer < AliTRDgeometry::kNlayer; iLayer++) { |
41702fec | 1591 | if(!tracklets[iLayer].IsOK()) continue; |
1592 | Double_t z = offset + slope * (tracklets[iLayer].GetX0() - xref); | |
e3cf3d02 | 1593 | chi2Z += TMath::Abs(tracklets[iLayer].GetZfit(0) - z); |
41702fec | 1594 | nLayers++; |
1595 | } | |
1596 | chi2Z /= TMath::Max((nLayers - 3.0),1.0); | |
1597 | return chi2Z; | |
eb38ed55 | 1598 | } |
1599 | ||
bccda319 | 1600 | //_____________________________________________________________________________ |
1601 | Int_t AliTRDtrackerV1::PropagateToX(AliTRDtrackV1 &t, Double_t xToGo, Double_t maxStep) | |
1602 | { | |
41702fec | 1603 | // |
1604 | // Starting from current X-position of track <t> this function | |
1605 | // extrapolates the track up to radial position <xToGo>. | |
1606 | // Returns 1 if track reaches the plane, and 0 otherwise | |
1607 | // | |
bccda319 | 1608 | |
41702fec | 1609 | const Double_t kEpsilon = 0.00001; |
bccda319 | 1610 | |
41702fec | 1611 | // Current track X-position |
1612 | Double_t xpos = t.GetX(); | |
bccda319 | 1613 | |
41702fec | 1614 | // Direction: inward or outward |
1615 | Double_t dir = (xpos < xToGo) ? 1.0 : -1.0; | |
bccda319 | 1616 | |
41702fec | 1617 | while (((xToGo - xpos) * dir) > kEpsilon) { |
bccda319 | 1618 | |
41702fec | 1619 | Double_t xyz0[3]; |
1620 | Double_t xyz1[3]; | |
1621 | Double_t param[7]; | |
1622 | Double_t x; | |
1623 | Double_t y; | |
1624 | Double_t z; | |
bccda319 | 1625 | |
41702fec | 1626 | // The next step size |
1627 | Double_t step = dir * TMath::Min(TMath::Abs(xToGo-xpos),maxStep); | |
bccda319 | 1628 | |
41702fec | 1629 | // Get the global position of the starting point |
1630 | t.GetXYZ(xyz0); | |
bccda319 | 1631 | |
41702fec | 1632 | // X-position after next step |
1633 | x = xpos + step; | |
bccda319 | 1634 | |
41702fec | 1635 | // Get local Y and Z at the X-position of the next step |
1636 | if (!t.GetProlongation(x,y,z)) { | |
1637 | return 0; // No prolongation possible | |
1638 | } | |
bccda319 | 1639 | |
41702fec | 1640 | // The global position of the end point of this prolongation step |
1641 | xyz1[0] = x * TMath::Cos(t.GetAlpha()) - y * TMath::Sin(t.GetAlpha()); | |
1642 | xyz1[1] = +x * TMath::Sin(t.GetAlpha()) + y * TMath::Cos(t.GetAlpha()); | |
1643 | xyz1[2] = z; | |
bccda319 | 1644 | |
41702fec | 1645 | // Calculate the mean material budget between start and |
1646 | // end point of this prolongation step | |
83dea92e | 1647 | if(AliTracker::MeanMaterialBudget(xyz0, xyz1, param)<=0.) return 0; |
bccda319 | 1648 | |
41702fec | 1649 | // Propagate the track to the X-position after the next step |
9c87a076 | 1650 | if (!t.PropagateTo(x, param[1], param[0]*param[4])) return 0; |
bccda319 | 1651 | |
41702fec | 1652 | // Rotate the track if necessary |
1653 | AdjustSector(&t); | |
bccda319 | 1654 | |
41702fec | 1655 | // New track X-position |
1656 | xpos = t.GetX(); | |
bccda319 | 1657 | |
41702fec | 1658 | } |
bccda319 | 1659 | |
41702fec | 1660 | return 1; |
bccda319 | 1661 | |
1662 | } | |
1663 | ||
eb38ed55 | 1664 | |
1665 | //_____________________________________________________________________________ | |
1666 | Int_t AliTRDtrackerV1::ReadClusters(TClonesArray* &array, TTree *clusterTree) const | |
1667 | { | |
41702fec | 1668 | // |
1669 | // Reads AliTRDclusters from the file. | |
1670 | // The names of the cluster tree and branches | |
1671 | // should match the ones used in AliTRDclusterizer::WriteClusters() | |
1672 | // | |
1673 | ||
1674 | Int_t nsize = Int_t(clusterTree->GetTotBytes() / (sizeof(AliTRDcluster))); | |
1675 | TObjArray *clusterArray = new TObjArray(nsize+1000); | |
1676 | ||
1677 | TBranch *branch = clusterTree->GetBranch("TRDcluster"); | |
1678 | if (!branch) { | |
1679 | AliError("Can't get the branch !"); | |
1680 | return 1; | |
1681 | } | |
1682 | branch->SetAddress(&clusterArray); | |
1683 | ||
1684 | if(!fClusters){ | |
8ae98148 | 1685 | Float_t nclusters = fReconstructor->GetRecoParam()->GetNClusters(); |
1686 | if(fReconstructor->IsHLT()) nclusters /= AliTRDgeometry::kNsector; | |
1687 | array = new TClonesArray("AliTRDcluster", Int_t(nclusters)); | |
41702fec | 1688 | array->SetOwner(kTRUE); |
1689 | } | |
1690 | ||
1691 | // Loop through all entries in the tree | |
1692 | Int_t nEntries = (Int_t) clusterTree->GetEntries(); | |
1693 | Int_t nbytes = 0; | |
1694 | Int_t ncl = 0; | |
1695 | AliTRDcluster *c = 0x0; | |
1696 | for (Int_t iEntry = 0; iEntry < nEntries; iEntry++) { | |
1697 | // Import the tree | |
1698 | nbytes += clusterTree->GetEvent(iEntry); | |
1699 | ||
1700 | // Get the number of points in the detector | |
1701 | Int_t nCluster = clusterArray->GetEntriesFast(); | |
1702 | for (Int_t iCluster = 0; iCluster < nCluster; iCluster++) { | |
1703 | if(!(c = (AliTRDcluster *) clusterArray->UncheckedAt(iCluster))) continue; | |
1704 | c->SetInChamber(); | |
1705 | new((*fClusters)[ncl++]) AliTRDcluster(*c); | |
1706 | delete (clusterArray->RemoveAt(iCluster)); | |
1707 | } | |
1708 | ||
1709 | } | |
1710 | delete clusterArray; | |
1711 | ||
1712 | return 0; | |
eb38ed55 | 1713 | } |
1714 | ||
1715 | //_____________________________________________________________________________ | |
1716 | Int_t AliTRDtrackerV1::LoadClusters(TTree *cTree) | |
1717 | { | |
41702fec | 1718 | // |
66f6bfd9 | 1719 | // Fills clusters into TRD tracking sectors |
41702fec | 1720 | // |
41702fec | 1721 | |
48f8adf3 | 1722 | if(!fReconstructor->IsWritingClusters()){ |
1723 | fClusters = AliTRDReconstructor::GetClusters(); | |
1724 | } else { | |
66f6bfd9 | 1725 | if (ReadClusters(fClusters, cTree)) { |
1726 | AliError("Problem with reading the clusters !"); | |
1727 | return 1; | |
1728 | } | |
1729 | } | |
1730 | SetClustersOwner(); | |
1731 | ||
48f8adf3 | 1732 | if(!fClusters || !fClusters->GetEntriesFast()){ |
66f6bfd9 | 1733 | AliInfo("No TRD clusters"); |
41702fec | 1734 | return 1; |
1735 | } | |
66f6bfd9 | 1736 | |
1737 | //Int_t nin = | |
1738 | BuildTrackingContainers(); | |
1739 | ||
1740 | //Int_t ncl = fClusters->GetEntriesFast(); | |
1741 | //AliInfo(Form("Clusters %d [%6.2f %% in the active volume]", ncl, 100.*float(nin)/ncl)); | |
1742 | ||
1743 | return 0; | |
1744 | } | |
1745 | ||
1746 | //_____________________________________________________________________________ | |
1747 | Int_t AliTRDtrackerV1::LoadClusters(TClonesArray *clusters) | |
1748 | { | |
1749 | // | |
1750 | // Fills clusters into TRD tracking sectors | |
1751 | // Function for use in the HLT | |
1752 | ||
1753 | if(!clusters || !clusters->GetEntriesFast()){ | |
1754 | AliInfo("No TRD clusters"); | |
41702fec | 1755 | return 1; |
1756 | } | |
1757 | ||
66f6bfd9 | 1758 | fClusters = clusters; |
1759 | SetClustersOwner(); | |
1760 | ||
1761 | //Int_t nin = | |
1762 | BuildTrackingContainers(); | |
1763 | ||
1764 | //Int_t ncl = fClusters->GetEntriesFast(); | |
1765 | //AliInfo(Form("Clusters %d [%6.2f %% in the active volume]", ncl, 100.*float(nin)/ncl)); | |
1766 | ||
1767 | return 0; | |
1768 | } | |
1769 | ||
1770 | ||
1771 | //____________________________________________________________________ | |
1772 | Int_t AliTRDtrackerV1::BuildTrackingContainers() | |
1773 | { | |
1774 | // Building tracking containers for clusters | |
1775 | ||
1776 | Int_t nin =0, icl = fClusters->GetEntriesFast(); | |
41702fec | 1777 | while (icl--) { |
1778 | AliTRDcluster *c = (AliTRDcluster *) fClusters->UncheckedAt(icl); | |
1779 | if(c->IsInChamber()) nin++; | |
1780 | Int_t detector = c->GetDetector(); | |
1781 | Int_t sector = fGeom->GetSector(detector); | |
053767a4 | 1782 | Int_t stack = fGeom->GetStack(detector); |
1783 | Int_t layer = fGeom->GetLayer(detector); | |
41702fec | 1784 | |
053767a4 | 1785 | fTrSec[sector].GetChamber(stack, layer, kTRUE)->InsertCluster(c, icl); |
41702fec | 1786 | } |
b0a48c4d | 1787 | |
1788 | const AliTRDCalDet *cal = AliTRDcalibDB::Instance()->GetT0Det(); | |
053767a4 | 1789 | for(int isector =0; isector<AliTRDgeometry::kNsector; isector++){ |
41702fec | 1790 | if(!fTrSec[isector].GetNChambers()) continue; |
b0a48c4d | 1791 | fTrSec[isector].Init(fReconstructor, cal); |
41702fec | 1792 | } |
66f6bfd9 | 1793 | |
1794 | return nin; | |
eb38ed55 | 1795 | } |
1796 | ||
1797 | ||
66f6bfd9 | 1798 | |
0906e73e | 1799 | //____________________________________________________________________ |
1800 | void AliTRDtrackerV1::UnloadClusters() | |
1801 | { | |
41702fec | 1802 | // |
1803 | // Clears the arrays of clusters and tracks. Resets sectors and timebins | |
1804 | // | |
0906e73e | 1805 | |
41702fec | 1806 | if(fTracks) fTracks->Delete(); |
1807 | if(fTracklets) fTracklets->Delete(); | |
48f8adf3 | 1808 | if(fClusters){ |
1809 | if(IsClustersOwner()) fClusters->Delete(); | |
1810 | ||
1811 | // save clusters array in the reconstructor for further use. | |
1812 | if(!fReconstructor->IsWritingClusters()){ | |
1813 | AliTRDReconstructor::SetClusters(fClusters); | |
1814 | SetClustersOwner(kFALSE); | |
1815 | } else AliTRDReconstructor::SetClusters(0x0); | |
1816 | } | |
0906e73e | 1817 | |
053767a4 | 1818 | for (int i = 0; i < AliTRDgeometry::kNsector; i++) fTrSec[i].Clear(); |
0906e73e | 1819 | |
41702fec | 1820 | // Increment the Event Number |
1821 | AliTRDtrackerDebug::SetEventNumber(AliTRDtrackerDebug::GetEventNumber() + 1); | |
eb38ed55 | 1822 | } |
0906e73e | 1823 | |
fac58f00 | 1824 | // //____________________________________________________________________ |
1825 | // void AliTRDtrackerV1::UseClusters(const AliKalmanTrack *t, Int_t) const | |
1826 | // { | |
1827 | // const AliTRDtrackV1 *track = dynamic_cast<const AliTRDtrackV1*>(t); | |
1828 | // if(!track) return; | |
1829 | // | |
1830 | // AliTRDseedV1 *tracklet = 0x0; | |
1831 | // for(Int_t ily=AliTRDgeometry::kNlayer; ily--;){ | |
1832 | // if(!(tracklet = track->GetTracklet(ily))) continue; | |
1833 | // AliTRDcluster *c = 0x0; | |
8d2bec9e | 1834 | // for(Int_t ic=AliTRDseed::kNclusters; ic--;){ |
fac58f00 | 1835 | // if(!(c=tracklet->GetClusters(ic))) continue; |
1836 | // c->Use(); | |
1837 | // } | |
1838 | // } | |
1839 | // } | |
1840 | // | |
b1957d3c | 1841 | |
eb38ed55 | 1842 | //_____________________________________________________________________________ |
1843 | Bool_t AliTRDtrackerV1::AdjustSector(AliTRDtrackV1 *track) | |
1844 | { | |
41702fec | 1845 | // |
1846 | // Rotates the track when necessary | |
1847 | // | |
1848 | ||
1849 | Double_t alpha = AliTRDgeometry::GetAlpha(); | |
1850 | Double_t y = track->GetY(); | |
1851 | Double_t ymax = track->GetX()*TMath::Tan(0.5*alpha); | |
3cfaffa4 | 1852 | |
41702fec | 1853 | if (y > ymax) { |
1854 | if (!track->Rotate( alpha)) { | |
1855 | return kFALSE; | |
1856 | } | |
1857 | } | |
1858 | else if (y < -ymax) { | |
1859 | if (!track->Rotate(-alpha)) { | |
1860 | return kFALSE; | |
1861 | } | |
1862 | } | |
1863 | ||
1864 | return kTRUE; | |
0906e73e | 1865 | |
1866 | } | |
1867 | ||
eb38ed55 | 1868 | |
0906e73e | 1869 | //____________________________________________________________________ |
1870 | AliTRDseedV1* AliTRDtrackerV1::GetTracklet(AliTRDtrackV1 *track, Int_t p, Int_t &idx) | |
1871 | { | |
41702fec | 1872 | // Find tracklet for TRD track <track> |
1873 | // Parameters | |
1874 | // - track | |
1875 | // - sector | |
1876 | // - plane | |
1877 | // - index | |
1878 | // Output | |
1879 | // tracklet | |
1880 | // index | |
1881 | // Detailed description | |
1882 | // | |
1883 | idx = track->GetTrackletIndex(p); | |
1884 | AliTRDseedV1 *tracklet = (idx==0xffff) ? 0x0 : (AliTRDseedV1*)fTracklets->UncheckedAt(idx); | |
1885 | ||
1886 | return tracklet; | |
0906e73e | 1887 | } |
1888 | ||
1889 | //____________________________________________________________________ | |
3b57a3f7 | 1890 | AliTRDseedV1* AliTRDtrackerV1::SetTracklet(AliTRDseedV1 *tracklet) |
0906e73e | 1891 | { |
41702fec | 1892 | // Add this tracklet to the list of tracklets stored in the tracker |
1893 | // | |
1894 | // Parameters | |
1895 | // - tracklet : pointer to the tracklet to be added to the list | |
1896 | // | |
1897 | // Output | |
1898 | // - the index of the new tracklet in the tracker tracklets list | |
1899 | // | |
1900 | // Detailed description | |
1901 | // Build the tracklets list if it is not yet created (late initialization) | |
1902 | // and adds the new tracklet to the list. | |
1903 | // | |
1904 | if(!fTracklets){ | |
053767a4 | 1905 | fTracklets = new TClonesArray("AliTRDseedV1", AliTRDgeometry::Nsector()*kMaxTracksStack); |
41702fec | 1906 | fTracklets->SetOwner(kTRUE); |
1907 | } | |
1908 | Int_t nentries = fTracklets->GetEntriesFast(); | |
1909 | return new ((*fTracklets)[nentries]) AliTRDseedV1(*tracklet); | |
972ef65e | 1910 | } |
1911 | ||
d20df6fc | 1912 | //____________________________________________________________________ |
1913 | AliTRDtrackV1* AliTRDtrackerV1::SetTrack(AliTRDtrackV1 *track) | |
1914 | { | |
1915 | // Add this track to the list of tracks stored in the tracker | |
1916 | // | |
1917 | // Parameters | |
1918 | // - track : pointer to the track to be added to the list | |
1919 | // | |
1920 | // Output | |
1921 | // - the pointer added | |
1922 | // | |
1923 | // Detailed description | |
1924 | // Build the tracks list if it is not yet created (late initialization) | |
1925 | // and adds the new track to the list. | |
1926 | // | |
1927 | if(!fTracks){ | |
053767a4 | 1928 | fTracks = new TClonesArray("AliTRDtrackV1", AliTRDgeometry::Nsector()*kMaxTracksStack); |
d20df6fc | 1929 | fTracks->SetOwner(kTRUE); |
1930 | } | |
1931 | Int_t nentries = fTracks->GetEntriesFast(); | |
1932 | return new ((*fTracks)[nentries]) AliTRDtrackV1(*track); | |
1933 | } | |
1934 | ||
1935 | ||
0906e73e | 1936 | |
e4f2f73d | 1937 | //____________________________________________________________________ |
eb38ed55 | 1938 | Int_t AliTRDtrackerV1::Clusters2TracksSM(Int_t sector, AliESDEvent *esd) |
e4f2f73d | 1939 | { |
41702fec | 1940 | // |
1941 | // Steer tracking for one SM. | |
1942 | // | |
1943 | // Parameters : | |
1944 | // sector : Array of (SM) propagation layers containing clusters | |
1945 | // esd : The current ESD event. On output it contains the also | |
1946 | // the ESD (TRD) tracks found in this SM. | |
1947 | // | |
1948 | // Output : | |
1949 | // Number of tracks found in this TRD supermodule. | |
1950 | // | |
1951 | // Detailed description | |
1952 | // | |
1953 | // 1. Unpack AliTRDpropagationLayers objects for each stack. | |
1954 | // 2. Launch stack tracking. | |
1955 | // See AliTRDtrackerV1::Clusters2TracksStack() for details. | |
1956 | // 3. Pack results in the ESD event. | |
1957 | // | |
1958 | ||
1959 | // allocate space for esd tracks in this SM | |
1960 | TClonesArray esdTrackList("AliESDtrack", 2*kMaxTracksStack); | |
1961 | esdTrackList.SetOwner(); | |
1962 | ||
1963 | Int_t nTracks = 0; | |
1964 | Int_t nChambers = 0; | |
1965 | AliTRDtrackingChamber **stack = 0x0, *chamber = 0x0; | |
053767a4 | 1966 | for(int istack = 0; istack<AliTRDgeometry::kNstack; istack++){ |
41702fec | 1967 | if(!(stack = fTrSec[sector].GetStack(istack))) continue; |
1968 | nChambers = 0; | |
053767a4 | 1969 | for(int ilayer=0; ilayer<AliTRDgeometry::kNlayer; ilayer++){ |
1970 | if(!(chamber = stack[ilayer])) continue; | |
3a039a31 | 1971 | if(chamber->GetNClusters() < fgNTimeBins * fReconstructor->GetRecoParam() ->GetFindableClusters()) continue; |
41702fec | 1972 | nChambers++; |
053767a4 | 1973 | //AliInfo(Form("sector %d stack %d layer %d clusters %d", sector, istack, ilayer, chamber->GetNClusters())); |
41702fec | 1974 | } |
1975 | if(nChambers < 4) continue; | |
1976 | //AliInfo(Form("Doing stack %d", istack)); | |
1977 | nTracks += Clusters2TracksStack(stack, &esdTrackList); | |
1978 | } | |
1979 | //AliInfo(Form("Found %d tracks in SM %d [%d]\n", nTracks, sector, esd->GetNumberOfTracks())); | |
1980 | ||
1981 | for(int itrack=0; itrack<nTracks; itrack++) | |
1982 | esd->AddTrack((AliESDtrack*)esdTrackList[itrack]); | |
1983 | ||
1984 | // Reset Track and Candidate Number | |
1985 | AliTRDtrackerDebug::SetCandidateNumber(0); | |
1986 | AliTRDtrackerDebug::SetTrackNumber(0); | |
1987 | return nTracks; | |
e4f2f73d | 1988 | } |
1989 | ||
1990 | //____________________________________________________________________ | |
eb38ed55 | 1991 | Int_t AliTRDtrackerV1::Clusters2TracksStack(AliTRDtrackingChamber **stack, TClonesArray *esdTrackList) |
e4f2f73d | 1992 | { |
41702fec | 1993 | // |
1994 | // Make tracks in one TRD stack. | |
1995 | // | |
1996 | // Parameters : | |
1997 | // layer : Array of stack propagation layers containing clusters | |
1998 | // esdTrackList : Array of ESD tracks found by the stand alone tracker. | |
1999 | // On exit the tracks found in this stack are appended. | |
2000 | // | |
2001 | // Output : | |
2002 | // Number of tracks found in this stack. | |
2003 | // | |
2004 | // Detailed description | |
2005 | // | |
2006 | // 1. Find the 3 most useful seeding chambers. See BuildSeedingConfigs() for details. | |
2007 | // 2. Steer AliTRDtrackerV1::MakeSeeds() for 3 seeding layer configurations. | |
2008 | // See AliTRDtrackerV1::MakeSeeds() for more details. | |
2009 | // 3. Arrange track candidates in decreasing order of their quality | |
2010 | // 4. Classify tracks in 5 categories according to: | |
2011 | // a) number of layers crossed | |
2012 | // b) track quality | |
2013 | // 5. Sign clusters by tracks in decreasing order of track quality | |
2014 | // 6. Build AliTRDtrack out of seeding tracklets | |
2015 | // 7. Cook MC label | |
2016 | // 8. Build ESD track and register it to the output list | |
2017 | // | |
2018 | ||
b0a48c4d | 2019 | const AliTRDCalDet *cal = AliTRDcalibDB::Instance()->GetT0Det(); |
41702fec | 2020 | AliTRDtrackingChamber *chamber = 0x0; |
fac58f00 | 2021 | AliTRDtrackingChamber **ci = 0x0; |
41702fec | 2022 | AliTRDseedV1 sseed[kMaxTracksStack*6]; // to be initialized |
2023 | Int_t pars[4]; // MakeSeeds parameters | |
2024 | ||
2025 | //Double_t alpha = AliTRDgeometry::GetAlpha(); | |
2026 | //Double_t shift = .5 * alpha; | |
2027 | Int_t configs[kNConfigs]; | |
2028 | ||
fac58f00 | 2029 | // Purge used clusters from the containers |
2030 | ci = &stack[0]; | |
2031 | for(Int_t ic = kNPlanes; ic--; ci++){ | |
2032 | if(!(*ci)) continue; | |
2033 | (*ci)->Update(); | |
2034 | } | |
2035 | ||
41702fec | 2036 | // Build initial seeding configurations |
2037 | Double_t quality = BuildSeedingConfigs(stack, configs); | |
eb2b4f91 | 2038 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 10){ |
41702fec | 2039 | AliInfo(Form("Plane config %d %d %d Quality %f" |
2040 | , configs[0], configs[1], configs[2], quality)); | |
2041 | } | |
d931f2aa | 2042 | |
41702fec | 2043 | |
2044 | // Initialize contors | |
2045 | Int_t ntracks, // number of TRD track candidates | |
2046 | ntracks1, // number of registered TRD tracks/iter | |
2047 | ntracks2 = 0; // number of all registered TRD tracks in stack | |
2048 | fSieveSeeding = 0; | |
d931f2aa | 2049 | |
2050 | // Get stack index | |
fac58f00 | 2051 | Int_t ic = 0; ci = &stack[0]; |
2052 | while(ic<kNPlanes && !(*ci)){ic++; ci++;} | |
2053 | if(!(*ci)) return ntracks2; | |
2054 | Int_t istack = fGeom->GetStack((*ci)->GetDetector()); | |
d931f2aa | 2055 | |
41702fec | 2056 | do{ |
2057 | // Loop over seeding configurations | |
2058 | ntracks = 0; ntracks1 = 0; | |
2059 | for (Int_t iconf = 0; iconf<3; iconf++) { | |
2060 | pars[0] = configs[iconf]; | |
2061 | pars[1] = ntracks; | |
d931f2aa | 2062 | pars[2] = istack; |
41702fec | 2063 | ntracks = MakeSeeds(stack, &sseed[6*ntracks], pars); |
2064 | if(ntracks == kMaxTracksStack) break; | |
2065 | } | |
eb2b4f91 | 2066 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 10) AliInfo(Form("Candidate TRD tracks %d in iteration %d.", ntracks, fSieveSeeding)); |
41702fec | 2067 | |
2068 | if(!ntracks) break; | |
2069 | ||
2070 | // Sort the seeds according to their quality | |
2071 | Int_t sort[kMaxTracksStack]; | |
2072 | TMath::Sort(ntracks, fTrackQuality, sort, kTRUE); | |
2073 | ||
2074 | // Initialize number of tracks so far and logic switches | |
2075 | Int_t ntracks0 = esdTrackList->GetEntriesFast(); | |
2076 | Bool_t signedTrack[kMaxTracksStack]; | |
2077 | Bool_t fakeTrack[kMaxTracksStack]; | |
2078 | for (Int_t i=0; i<ntracks; i++){ | |
2079 | signedTrack[i] = kFALSE; | |
2080 | fakeTrack[i] = kFALSE; | |
2081 | } | |
2082 | //AliInfo("Selecting track candidates ..."); | |
2083 | ||
2084 | // Sieve clusters in decreasing order of track quality | |
2085 | Double_t trackParams[7]; | |
2086 | // AliTRDseedV1 *lseed = 0x0; | |
2087 | Int_t jSieve = 0, candidates; | |
2088 | do{ | |
2089 | //AliInfo(Form("\t\tITER = %i ", jSieve)); | |
2090 | ||
2091 | // Check track candidates | |
2092 | candidates = 0; | |
2093 | for (Int_t itrack = 0; itrack < ntracks; itrack++) { | |
804bb02e | 2094 | Int_t trackIndex = sort[itrack]; |
2095 | if (signedTrack[trackIndex] || fakeTrack[trackIndex]) continue; | |
41702fec | 2096 | |
2097 | ||
804bb02e | 2098 | // Calculate track parameters from tracklets seeds |
804bb02e | 2099 | Int_t ncl = 0; |
2100 | Int_t nused = 0; | |
2101 | Int_t nlayers = 0; | |
2102 | Int_t findable = 0; | |
2103 | for (Int_t jLayer = 0; jLayer < kNPlanes; jLayer++) { | |
2104 | Int_t jseed = kNPlanes*trackIndex+jLayer; | |
2105 | if(!sseed[jseed].IsOK()) continue; | |
f29f13a6 | 2106 | if (TMath::Abs(sseed[jseed].GetYref(0) / sseed[jseed].GetX0()) < 0.158) findable++; |
eede7907 | 2107 | // TODO here we get a sig fault which should never happen ! |
804bb02e | 2108 | sseed[jseed].UpdateUsed(); |
2109 | ncl += sseed[jseed].GetN2(); | |
2110 | nused += sseed[jseed].GetNUsed(); | |
2111 | nlayers++; | |
804bb02e | 2112 | } |
2113 | ||
f29f13a6 | 2114 | // Filter duplicated tracks |
2115 | if (nused > 30){ | |
2116 | //printf("Skip %d nused %d\n", trackIndex, nused); | |
2117 | fakeTrack[trackIndex] = kTRUE; | |
2118 | continue; | |
2119 | } | |
2120 | if (Float_t(nused)/ncl >= .25){ | |
2121 | //printf("Skip %d nused/ncl >= .25\n", trackIndex); | |
2122 | fakeTrack[trackIndex] = kTRUE; | |
2123 | continue; | |
2124 | } | |
41702fec | 2125 | |
f29f13a6 | 2126 | // Classify tracks |
2127 | Bool_t skip = kFALSE; | |
2128 | switch(jSieve){ | |
2129 | case 0: | |
2130 | if(nlayers < 6) {skip = kTRUE; break;} | |
2131 | if(TMath::Log(1.E-9+fTrackQuality[trackIndex]) < -5.){skip = kTRUE; break;} | |
2132 | break; | |
2133 | ||
2134 | case 1: | |
2135 | if(nlayers < findable){skip = kTRUE; break;} | |
2136 | if(TMath::Log(1.E-9+fTrackQuality[trackIndex]) < -4.){skip = kTRUE; break;} | |
2137 | break; | |
2138 | ||
2139 | case 2: | |
2140 | if ((nlayers == findable) || (nlayers == 6)) { skip = kTRUE; break;} | |
2141 | if (TMath::Log(1.E-9+fTrackQuality[trackIndex]) < -6.0){skip = kTRUE; break;} | |
2142 | break; | |
2143 | ||
2144 | case 3: | |
2145 | if (TMath::Log(1.E-9+fTrackQuality[trackIndex]) < -5.){skip = kTRUE; break;} | |
2146 | break; | |
2147 | ||
2148 | case 4: | |
2149 | if (nlayers == 3){skip = kTRUE; break;} | |
2150 | //if (TMath::Log(1.E-9+fTrackQuality[trackIndex]) - nused/(nlayers-3.0) < -15.0){skip = kTRUE; break;} | |
2151 | break; | |
2152 | } | |
2153 | if(skip){ | |
2154 | candidates++; | |
2155 | //printf("REJECTED : %d [%d] nlayers %d trackQuality = %e nused %d\n", itrack, trackIndex, nlayers, fTrackQuality[trackIndex], nused); | |
2156 | continue; | |
2157 | } | |
2158 | signedTrack[trackIndex] = kTRUE; | |
2159 | ||
2160 | // Build track parameters | |
2161 | AliTRDseedV1 *lseed =&sseed[trackIndex*6]; | |
2162 | /* Int_t idx = 0; | |
2163 | while(idx<3 && !lseed->IsOK()) { | |
2164 | idx++; | |
2165 | lseed++; | |
2166 | }*/ | |
2167 | Double_t x = lseed->GetX0();// - 3.5; | |
2168 | trackParams[0] = x; //NEW AB | |
2169 | trackParams[1] = lseed->GetYref(0); // lseed->GetYat(x); | |
2170 | trackParams[2] = lseed->GetZref(0); // lseed->GetZat(x); | |
2171 | trackParams[3] = TMath::Sin(TMath::ATan(lseed->GetYref(1))); | |
2172 | trackParams[4] = lseed->GetZref(1) / TMath::Sqrt(1. + lseed->GetYref(1) * lseed->GetYref(1)); | |
2173 | trackParams[5] = lseed->GetC(); | |
2174 | Int_t ich = 0; while(!(chamber = stack[ich])) ich++; | |
2175 | trackParams[6] = fGeom->GetSector(chamber->GetDetector());/* *alpha+shift; // Supermodule*/ | |
2176 | ||
2177 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 1){ | |
eb2b4f91 | 2178 | //AliInfo(Form("Track %d [%d] nlayers %d trackQuality = %e nused %d, yref = %3.3f", itrack, trackIndex, nlayers, fTrackQuality[trackIndex], nused, trackParams[1])); |
f29f13a6 | 2179 | |
f29f13a6 | 2180 | AliTRDseedV1 *dseed[6]; |
b82b4de1 | 2181 | for(Int_t iseed = AliTRDgeometry::kNlayer; iseed--;) dseed[iseed] = new AliTRDseedV1(lseed[iseed]); |
f29f13a6 | 2182 | |
2183 | //Int_t eventNrInFile = esd->GetEventNumberInFile(); | |
2184 | //AliInfo(Form("Number of clusters %d.", nclusters)); | |
2185 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); | |
2186 | Int_t trackNumber = AliTRDtrackerDebug::GetTrackNumber(); | |
2187 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
2188 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); | |
2189 | cstreamer << "Clusters2TracksStack" | |
2190 | << "EventNumber=" << eventNumber | |
2191 | << "TrackNumber=" << trackNumber | |
2192 | << "CandidateNumber=" << candidateNumber | |
2193 | << "Iter=" << fSieveSeeding | |
2194 | << "Like=" << fTrackQuality[trackIndex] | |
2195 | << "S0.=" << dseed[0] | |
2196 | << "S1.=" << dseed[1] | |
2197 | << "S2.=" << dseed[2] | |
2198 | << "S3.=" << dseed[3] | |
2199 | << "S4.=" << dseed[4] | |
2200 | << "S5.=" << dseed[5] | |
2201 | << "p0=" << trackParams[0] | |
2202 | << "p1=" << trackParams[1] | |
2203 | << "p2=" << trackParams[2] | |
2204 | << "p3=" << trackParams[3] | |
2205 | << "p4=" << trackParams[4] | |
2206 | << "p5=" << trackParams[5] | |
2207 | << "p6=" << trackParams[6] | |
f29f13a6 | 2208 | << "Ncl=" << ncl |
2209 | << "NLayers=" << nlayers | |
2210 | << "Findable=" << findable | |
2211 | << "NUsed=" << nused | |
2212 | << "\n"; | |
2213 | } | |
d877f55f | 2214 | |
f29f13a6 | 2215 | AliTRDtrackV1 *track = MakeTrack(&sseed[trackIndex*kNPlanes], trackParams); |
2216 | if(!track){ | |
2217 | AliWarning("Fail to build a TRD Track."); | |
2218 | continue; | |
d877f55f | 2219 | } |
41702fec | 2220 | |
f29f13a6 | 2221 | //AliInfo("End of MakeTrack()"); |
2222 | AliESDtrack *esdTrack = new ((*esdTrackList)[ntracks0++]) AliESDtrack(); | |
2223 | esdTrack->UpdateTrackParams(track, AliESDtrack::kTRDout); | |
2224 | esdTrack->SetLabel(track->GetLabel()); | |
2225 | track->UpdateESDtrack(esdTrack); | |
2226 | // write ESD-friends if neccessary | |
2227 | if (fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 0){ | |
2228 | AliTRDtrackV1 *calibTrack = new AliTRDtrackV1(*track); | |
2229 | calibTrack->SetOwner(); | |
2230 | esdTrack->AddCalibObject(calibTrack); | |
2231 | } | |
2232 | ntracks1++; | |
2233 | AliTRDtrackerDebug::SetTrackNumber(AliTRDtrackerDebug::GetTrackNumber() + 1); | |
41702fec | 2234 | } |
2235 | ||
2236 | jSieve++; | |
2237 | } while(jSieve<5 && candidates); // end track candidates sieve | |
2238 | if(!ntracks1) break; | |
2239 | ||
2240 | // increment counters | |
2241 | ntracks2 += ntracks1; | |
4302c900 | 2242 | |
2243 | if(fReconstructor->IsHLT()) break; | |
41702fec | 2244 | fSieveSeeding++; |
2245 | ||
2246 | // Rebuild plane configurations and indices taking only unused clusters into account | |
2247 | quality = BuildSeedingConfigs(stack, configs); | |
3a039a31 | 2248 | if(quality < 1.E-7) break; //fReconstructor->GetRecoParam() ->GetPlaneQualityThreshold()) break; |
41702fec | 2249 | |
2250 | for(Int_t ip = 0; ip < kNPlanes; ip++){ | |
2251 | if(!(chamber = stack[ip])) continue; | |
b0a48c4d | 2252 | chamber->Build(fGeom, cal);//Indices(fSieveSeeding); |
41702fec | 2253 | } |
2254 | ||
eb2b4f91 | 2255 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 10){ |
41702fec | 2256 | AliInfo(Form("Sieve level %d Plane config %d %d %d Quality %f", fSieveSeeding, configs[0], configs[1], configs[2], quality)); |
2257 | } | |
2258 | } while(fSieveSeeding<10); // end stack clusters sieve | |
2259 | ||
2260 | ||
2261 | ||
2262 | //AliInfo(Form("Registered TRD tracks %d in stack %d.", ntracks2, pars[1])); | |
2263 | ||
2264 | return ntracks2; | |
e4f2f73d | 2265 | } |
2266 | ||
2267 | //___________________________________________________________________ | |
eb38ed55 | 2268 | Double_t AliTRDtrackerV1::BuildSeedingConfigs(AliTRDtrackingChamber **stack, Int_t *configs) |
e4f2f73d | 2269 | { |
41702fec | 2270 | // |
2271 | // Assign probabilities to chambers according to their | |
2272 | // capability of producing seeds. | |
2273 | // | |
2274 | // Parameters : | |
2275 | // | |
2276 | // layers : Array of stack propagation layers for all 6 chambers in one stack | |
2277 | // configs : On exit array of configuration indexes (see GetSeedingConfig() | |
2278 | // for details) in the decreasing order of their seeding probabilities. | |
2279 | // | |
2280 | // Output : | |
2281 | // | |
2282 | // Return top configuration quality | |
2283 | // | |
2284 | // Detailed description: | |
2285 | // | |
2286 | // To each chamber seeding configuration (see GetSeedingConfig() for | |
2287 | // the list of all configurations) one defines 2 quality factors: | |
2288 | // - an apriori topological quality (see GetSeedingConfig() for details) and | |
2289 | // - a data quality based on the uniformity of the distribution of | |
2290 | // clusters over the x range (time bins population). See CookChamberQA() for details. | |
2291 | // The overall chamber quality is given by the product of this 2 contributions. | |
2292 | // | |
2293 | ||
eb2b4f91 | 2294 | Double_t chamberQ[kNPlanes];memset(chamberQ, 0, kNPlanes*sizeof(Double_t)); |
41702fec | 2295 | AliTRDtrackingChamber *chamber = 0x0; |
2296 | for(int iplane=0; iplane<kNPlanes; iplane++){ | |
2297 | if(!(chamber = stack[iplane])) continue; | |
2298 | chamberQ[iplane] = (chamber = stack[iplane]) ? chamber->GetQuality() : 0.; | |
2299 | } | |
2300 | ||
eb2b4f91 | 2301 | Double_t tconfig[kNConfigs];memset(tconfig, 0, kNConfigs*sizeof(Double_t)); |
2302 | Int_t planes[] = {0, 0, 0, 0}; | |
41702fec | 2303 | for(int iconf=0; iconf<kNConfigs; iconf++){ |
2304 | GetSeedingConfig(iconf, planes); | |
2305 | tconfig[iconf] = fgTopologicQA[iconf]; | |
2306 | for(int iplane=0; iplane<4; iplane++) tconfig[iconf] *= chamberQ[planes[iplane]]; | |
2307 | } | |
2308 | ||
2309 | TMath::Sort((Int_t)kNConfigs, tconfig, configs, kTRUE); | |
2310 | // AliInfo(Form("q[%d] = %f", configs[0], tconfig[configs[0]])); | |
2311 | // AliInfo(Form("q[%d] = %f", configs[1], tconfig[configs[1]])); | |
2312 | // AliInfo(Form("q[%d] = %f", configs[2], tconfig[configs[2]])); | |
2313 | ||
2314 | return tconfig[configs[0]]; | |
e4f2f73d | 2315 | } |
2316 | ||
2317 | //____________________________________________________________________ | |
eb38ed55 | 2318 | Int_t AliTRDtrackerV1::MakeSeeds(AliTRDtrackingChamber **stack, AliTRDseedV1 *sseed, Int_t *ipar) |
e4f2f73d | 2319 | { |
41702fec | 2320 | // |
2321 | // Make tracklet seeds in the TRD stack. | |
2322 | // | |
2323 | // Parameters : | |
2324 | // layers : Array of stack propagation layers containing clusters | |
2325 | // sseed : Array of empty tracklet seeds. On exit they are filled. | |
2326 | // ipar : Control parameters: | |
2327 | // ipar[0] -> seeding chambers configuration | |
2328 | // ipar[1] -> stack index | |
2329 | // ipar[2] -> number of track candidates found so far | |
2330 | // | |
2331 | // Output : | |
2332 | // Number of tracks candidates found. | |
2333 | // | |
2334 | // Detailed description | |
2335 | // | |
2336 | // The following steps are performed: | |
2337 | // 1. Select seeding layers from seeding chambers | |
2338 | // 2. Select seeding clusters from the seeding AliTRDpropagationLayerStack. | |
2339 | // The clusters are taken from layer 3, layer 0, layer 1 and layer 2, in | |
2340 | // this order. The parameters controling the range of accepted clusters in | |
2341 | // layer 0, 1, and 2 are defined in AliTRDchamberTimeBin::BuildCond(). | |
2342 | // 3. Helix fit of the cluster set. (see AliTRDtrackerFitter::FitRieman(AliTRDcluster**)) | |
2343 | // 4. Initialize seeding tracklets in the seeding chambers. | |
2344 | // 5. Filter 0. | |
2345 | // Chi2 in the Y direction less than threshold ... (1./(3. - sLayer)) | |
2346 | // Chi2 in the Z direction less than threshold ... (1./(3. - sLayer)) | |
2347 | // 6. Attach clusters to seeding tracklets and find linear approximation of | |
2348 | // the tracklet (see AliTRDseedV1::AttachClustersIter()). The number of used | |
2349 | // clusters used by current seeds should not exceed ... (25). | |
2350 | // 7. Filter 1. | |
2351 | // All 4 seeding tracklets should be correctly constructed (see | |
2352 | // AliTRDseedV1::AttachClustersIter()) | |
2353 | // 8. Helix fit of the seeding tracklets | |
2354 | // 9. Filter 2. | |
2355 | // Likelihood calculation of the fit. (See AliTRDtrackerV1::CookLikelihood() for details) | |
2356 | // 10. Extrapolation of the helix fit to the other 2 chambers: | |
2357 | // a) Initialization of extrapolation tracklet with fit parameters | |
2358 | // b) Helix fit of tracklets | |
2359 | // c) Attach clusters and linear interpolation to extrapolated tracklets | |
2360 | // d) Helix fit of tracklets | |
2361 | // 11. Improve seeding tracklets quality by reassigning clusters. | |
2362 | // See AliTRDtrackerV1::ImproveSeedQuality() for details. | |
2363 | // 12. Helix fit of all 6 seeding tracklets and chi2 calculation | |
2364 | // 13. Hyperplane fit and track quality calculation. See AliTRDtrackerFitter::FitHyperplane() for details. | |
2365 | // 14. Cooking labels for tracklets. Should be done only for MC | |
2366 | // 15. Register seeds. | |
2367 | // | |
2368 | ||
2369 | AliTRDtrackingChamber *chamber = 0x0; | |
be24510a | 2370 | AliTRDcluster *c[kNSeedPlanes] = {0x0, 0x0, 0x0, 0x0}; // initilize seeding clusters |
41702fec | 2371 | AliTRDseedV1 *cseed = &sseed[0]; // initialize tracklets for first track |
2372 | Int_t ncl, mcl; // working variable for looping over clusters | |
2373 | Int_t index[AliTRDchamberTimeBin::kMaxClustersLayer], jndex[AliTRDchamberTimeBin::kMaxClustersLayer]; | |
2374 | // chi2 storage | |
2375 | // chi2[0] = tracklet chi2 on the Z direction | |
2376 | // chi2[1] = tracklet chi2 on the R direction | |
2377 | Double_t chi2[4]; | |
2378 | ||
41702fec | 2379 | // this should be data member of AliTRDtrack |
2380 | Double_t seedQuality[kMaxTracksStack]; | |
2381 | ||
2382 | // unpack control parameters | |
2383 | Int_t config = ipar[0]; | |
2384 | Int_t ntracks = ipar[1]; | |
d931f2aa | 2385 | Int_t istack = ipar[2]; |
41702fec | 2386 | Int_t planes[kNSeedPlanes]; GetSeedingConfig(config, planes); |
be24510a | 2387 | Int_t planesExt[kNPlanes-kNSeedPlanes]; GetExtrapolationConfig(config, planesExt); |
2388 | ||
2389 | ||
41702fec | 2390 | // Init chambers geometry |
41702fec | 2391 | Double_t hL[kNPlanes]; // Tilting angle |
2392 | Float_t padlength[kNPlanes]; // pad lenghts | |
dd8059a8 | 2393 | Float_t padwidth[kNPlanes]; // pad widths |
41702fec | 2394 | AliTRDpadPlane *pp = 0x0; |
2395 | for(int iplane=0; iplane<kNPlanes; iplane++){ | |
2396 | pp = fGeom->GetPadPlane(iplane, istack); | |
bb79ccd5 | 2397 | hL[iplane] = TMath::Tan(TMath::DegToRad()*pp->GetTiltingAngle()); |
41702fec | 2398 | padlength[iplane] = pp->GetLengthIPad(); |
dd8059a8 | 2399 | padwidth[iplane] = pp->GetWidthIPad(); |
41702fec | 2400 | } |
2401 | ||
eb2b4f91 | 2402 | // Init anode wire position for chambers |
e165b64b | 2403 | Double_t x0[kNPlanes], // anode wire position |
eb2b4f91 | 2404 | driftLength = .5*AliTRDgeometry::AmThick() - AliTRDgeometry::DrThick(); // drift length |
2405 | TGeoHMatrix *matrix = 0x0; | |
2406 | Double_t loc[] = {AliTRDgeometry::AnodePos(), 0., 0.}; | |
2407 | Double_t glb[] = {0., 0., 0.}; | |
2408 | AliTRDtrackingChamber **cIter = &stack[0]; | |
a3743898 | 2409 | for(int iLayer=0; iLayer<kNPlanes; iLayer++,cIter++){ |
eb2b4f91 | 2410 | if(!(*cIter)) continue; |
e165b64b | 2411 | if(!(matrix = fGeom->GetClusterMatrix((*cIter)->GetDetector()))){ |
2412 | continue; | |
2413 | x0[iLayer] = fgkX0[iLayer]; | |
2414 | } | |
eb2b4f91 | 2415 | matrix->LocalToMaster(loc, glb); |
2416 | x0[iLayer] = glb[0]; | |
2417 | } | |
2418 | ||
2419 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 10){ | |
41702fec | 2420 | AliInfo(Form("Making seeds Stack[%d] Config[%d] Tracks[%d]...", istack, config, ntracks)); |
2421 | } | |
2422 | ||
d931f2aa | 2423 | // Build seeding layers |
d611c74f | 2424 | ResetSeedTB(); |
41702fec | 2425 | Int_t nlayers = 0; |
41702fec | 2426 | for(int isl=0; isl<kNSeedPlanes; isl++){ |
2427 | if(!(chamber = stack[planes[isl]])) continue; | |
3a039a31 | 2428 | if(!chamber->GetSeedingLayer(fSeedTB[isl], fGeom, fReconstructor)) continue; |
41702fec | 2429 | nlayers++; |
41702fec | 2430 | } |
eb2b4f91 | 2431 | if(nlayers < kNSeedPlanes) return ntracks; |
41702fec | 2432 | |
2433 | ||
2434 | // Start finding seeds | |
2435 | Double_t cond0[4], cond1[4], cond2[4]; | |
2436 | Int_t icl = 0; | |
d611c74f | 2437 | while((c[3] = (*fSeedTB[3])[icl++])){ |
41702fec | 2438 | if(!c[3]) continue; |
d611c74f | 2439 | fSeedTB[0]->BuildCond(c[3], cond0, 0); |
2440 | fSeedTB[0]->GetClusters(cond0, index, ncl); | |
41702fec | 2441 | //printf("Found c[3] candidates 0 %d\n", ncl); |
2442 | Int_t jcl = 0; | |
2443 | while(jcl<ncl) { | |
d611c74f | 2444 | c[0] = (*fSeedTB[0])[index[jcl++]]; |
41702fec | 2445 | if(!c[0]) continue; |
2446 | Double_t dx = c[3]->GetX() - c[0]->GetX(); | |
2447 | Double_t theta = (c[3]->GetZ() - c[0]->GetZ())/dx; | |
2448 | Double_t phi = (c[3]->GetY() - c[0]->GetY())/dx; | |
d611c74f | 2449 | fSeedTB[1]->BuildCond(c[0], cond1, 1, theta, phi); |
2450 | fSeedTB[1]->GetClusters(cond1, jndex, mcl); | |
41702fec | 2451 | //printf("Found c[0] candidates 1 %d\n", mcl); |
2452 | ||
2453 | Int_t kcl = 0; | |
2454 | while(kcl<mcl) { | |
d611c74f | 2455 | c[1] = (*fSeedTB[1])[jndex[kcl++]]; |
2456 | if(!c[1]) continue; | |
2457 | fSeedTB[2]->BuildCond(c[1], cond2, 2, theta, phi); | |
2458 | c[2] = fSeedTB[2]->GetNearestCluster(cond2); | |
2459 | //printf("Found c[1] candidate 2 %p\n", c[2]); | |
2460 | if(!c[2]) continue; | |
2461 | ||
2462 | // AliInfo("Seeding clusters found. Building seeds ..."); | |
2463 | // for(Int_t i = 0; i < kNSeedPlanes; i++) printf("%i. coordinates: x = %6.3f, y = %6.3f, z = %6.3f\n", i, c[i]->GetX(), c[i]->GetY(), c[i]->GetZ()); | |
2464 | ||
804bb02e | 2465 | for (Int_t il = 0; il < kNPlanes; il++) cseed[il].Reset(); |
41702fec | 2466 | |
d611c74f | 2467 | FitRieman(c, chi2); |
2468 | ||
d931f2aa | 2469 | AliTRDseedV1 *tseed = &cseed[0]; |
bb2db46c | 2470 | cIter = &stack[0]; |
2471 | for(int iLayer=0; iLayer<kNPlanes; iLayer++, tseed++, cIter++){ | |
2472 | Int_t det = (*cIter) ? (*cIter)->GetDetector() : -1; | |
eb2b4f91 | 2473 | tseed->SetDetector(det); |
43d6ad34 | 2474 | tseed->SetTilt(hL[iLayer]); |
2475 | tseed->SetPadLength(padlength[iLayer]); | |
dd8059a8 | 2476 | tseed->SetPadWidth(padwidth[iLayer]); |
3a039a31 | 2477 | tseed->SetReconstructor(fReconstructor); |
eb2b4f91 | 2478 | tseed->SetX0(det<0 ? fR[iLayer]+driftLength : x0[iLayer]); |
d611c74f | 2479 | tseed->Init(GetRiemanFitter()); |
f29f13a6 | 2480 | tseed->SetStandAlone(kTRUE); |
d611c74f | 2481 | } |
2482 | ||
2483 | Bool_t isFake = kFALSE; | |
3a039a31 | 2484 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) >= 2){ |
d611c74f | 2485 | if (c[0]->GetLabel(0) != c[3]->GetLabel(0)) isFake = kTRUE; |
2486 | if (c[1]->GetLabel(0) != c[3]->GetLabel(0)) isFake = kTRUE; | |
2487 | if (c[2]->GetLabel(0) != c[3]->GetLabel(0)) isFake = kTRUE; | |
2488 | ||
2489 | Double_t xpos[4]; | |
2490 | for(Int_t l = 0; l < kNSeedPlanes; l++) xpos[l] = fSeedTB[l]->GetX(); | |
2491 | Float_t yref[4]; | |
2492 | for(int il=0; il<4; il++) yref[il] = cseed[planes[il]].GetYref(0); | |
2493 | Int_t ll = c[3]->GetLabel(0); | |
2494 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); | |
2495 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
2496 | AliRieman *rim = GetRiemanFitter(); | |
29f95561 | 2497 | TTreeSRedirector &cs0 = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
d611c74f | 2498 | cs0 << "MakeSeeds0" |
2499 | <<"EventNumber=" << eventNumber | |
2500 | <<"CandidateNumber=" << candidateNumber | |
2501 | <<"isFake=" << isFake | |
2502 | <<"config=" << config | |
2503 | <<"label=" << ll | |
2504 | <<"chi2z=" << chi2[0] | |
2505 | <<"chi2y=" << chi2[1] | |
2506 | <<"Y2exp=" << cond2[0] | |
2507 | <<"Z2exp=" << cond2[1] | |
2508 | <<"X0=" << xpos[0] //layer[sLayer]->GetX() | |
2509 | <<"X1=" << xpos[1] //layer[sLayer + 1]->GetX() | |
2510 | <<"X2=" << xpos[2] //layer[sLayer + 2]->GetX() | |
2511 | <<"X3=" << xpos[3] //layer[sLayer + 3]->GetX() | |
2512 | <<"yref0=" << yref[0] | |
2513 | <<"yref1=" << yref[1] | |
2514 | <<"yref2=" << yref[2] | |
2515 | <<"yref3=" << yref[3] | |
2516 | <<"c0.=" << c[0] | |
2517 | <<"c1.=" << c[1] | |
2518 | <<"c2.=" << c[2] | |
2519 | <<"c3.=" << c[3] | |
2520 | <<"Seed0.=" << &cseed[planes[0]] | |
2521 | <<"Seed1.=" << &cseed[planes[1]] | |
2522 | <<"Seed2.=" << &cseed[planes[2]] | |
2523 | <<"Seed3.=" << &cseed[planes[3]] | |
2524 | <<"RiemanFitter.=" << rim | |
2525 | <<"\n"; | |
2526 | } | |
3a039a31 | 2527 | if(chi2[0] > fReconstructor->GetRecoParam() ->GetChi2Z()/*7./(3. - sLayer)*//*iter*/){ |
91834b8d | 2528 | // //AliInfo(Form("Failed chi2 filter on chi2Z [%f].", chi2[0])); |
d611c74f | 2529 | AliTRDtrackerDebug::SetCandidateNumber(AliTRDtrackerDebug::GetCandidateNumber() + 1); |
2530 | continue; | |
2531 | } | |
3a039a31 | 2532 | if(chi2[1] > fReconstructor->GetRecoParam() ->GetChi2Y()/*1./(3. - sLayer)*//*iter*/){ |
91834b8d | 2533 | // //AliInfo(Form("Failed chi2 filter on chi2Y [%f].", chi2[1])); |
d611c74f | 2534 | AliTRDtrackerDebug::SetCandidateNumber(AliTRDtrackerDebug::GetCandidateNumber() + 1); |
2535 | continue; | |
2536 | } | |
2537 | //AliInfo("Passed chi2 filter."); | |
2538 | ||
2539 | // try attaching clusters to tracklets | |
d611c74f | 2540 | Int_t mlayers = 0; |
be24510a | 2541 | for(int iLayer=0; iLayer<kNSeedPlanes; iLayer++){ |
d611c74f | 2542 | Int_t jLayer = planes[iLayer]; |
f29f13a6 | 2543 | if(!cseed[jLayer].AttachClusters(stack[jLayer], kTRUE)) continue; |
2544 | cseed[jLayer].UpdateUsed(); | |
2545 | if(!cseed[jLayer].IsOK()) continue; | |
d611c74f | 2546 | mlayers++; |
2547 | } | |
be24510a | 2548 | |
2549 | if(mlayers < kNSeedPlanes){ | |
2550 | //AliInfo(Form("Failed updating all seeds %d [%d].", mlayers, kNSeedPlanes)); | |
2551 | AliTRDtrackerDebug::SetCandidateNumber(AliTRDtrackerDebug::GetCandidateNumber() + 1); | |
2552 | continue; | |
2553 | } | |
2554 | ||
2555 | // temporary exit door for the HLT | |
4302c900 | 2556 | if(fReconstructor->IsHLT()){ |
be24510a | 2557 | // attach clusters to extrapolation chambers |
2558 | for(int iLayer=0; iLayer<kNPlanes-kNSeedPlanes; iLayer++){ | |
2559 | Int_t jLayer = planesExt[iLayer]; | |
2560 | if(!(chamber = stack[jLayer])) continue; | |
f29f13a6 | 2561 | cseed[jLayer].AttachClusters(chamber, kTRUE); |
be24510a | 2562 | } |
4302c900 | 2563 | fTrackQuality[ntracks] = 1.; // dummy value |
2564 | ntracks++; | |
218ba867 | 2565 | if(ntracks == kMaxTracksStack) return ntracks; |
4302c900 | 2566 | cseed += 6; |
2567 | continue; | |
2568 | } | |
2569 | ||
be24510a | 2570 | |
f29f13a6 | 2571 | // Update Seeds and calculate Likelihood |
d611c74f | 2572 | // fit tracklets and cook likelihood |
f29f13a6 | 2573 | FitTiltedRieman(&cseed[0], kTRUE); |
2574 | for(int iLayer=0; iLayer<kNSeedPlanes; iLayer++){ | |
2575 | Int_t jLayer = planes[iLayer]; | |
2576 | cseed[jLayer].Fit(kTRUE); | |
2577 | } | |
91834b8d | 2578 | Double_t like = CookLikelihood(&cseed[0], planes); // to be checked |
d611c74f | 2579 | |
3a039a31 | 2580 | if (TMath::Log(1.E-9 + like) < fReconstructor->GetRecoParam() ->GetTrackLikelihood()){ |
d611c74f | 2581 | //AliInfo(Form("Failed likelihood %f[%e].", TMath::Log(1.E-9 + like), like)); |
2582 | AliTRDtrackerDebug::SetCandidateNumber(AliTRDtrackerDebug::GetCandidateNumber() + 1); | |
2583 | continue; | |
2584 | } | |
2585 | //AliInfo(Form("Passed likelihood %f[%e].", TMath::Log(1.E-9 + like), like)); | |
2586 | ||
2587 | // book preliminary results | |
2588 | seedQuality[ntracks] = like; | |
2589 | fSeedLayer[ntracks] = config;/*sLayer;*/ | |
2590 | ||
2591 | // attach clusters to the extrapolation seeds | |
be24510a | 2592 | for(int iLayer=0; iLayer<kNPlanes-kNSeedPlanes; iLayer++){ |
2593 | Int_t jLayer = planesExt[iLayer]; | |
d611c74f | 2594 | if(!(chamber = stack[jLayer])) continue; |
d611c74f | 2595 | |
2596 | // fit extrapolated seed | |
2597 | if ((jLayer == 0) && !(cseed[1].IsOK())) continue; | |
2598 | if ((jLayer == 5) && !(cseed[4].IsOK())) continue; | |
2599 | AliTRDseedV1 pseed = cseed[jLayer]; | |
f29f13a6 | 2600 | if(!pseed.AttachClusters(chamber, kTRUE)) continue; |
2601 | pseed.Fit(kTRUE); | |
d611c74f | 2602 | cseed[jLayer] = pseed; |
d611c74f | 2603 | FitTiltedRieman(cseed, kTRUE); |
f29f13a6 | 2604 | cseed[jLayer].Fit(kTRUE); |
d611c74f | 2605 | } |
2606 | ||
2607 | // AliInfo("Extrapolation done."); | |
2608 | // Debug Stream containing all the 6 tracklets | |
3a039a31 | 2609 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) >= 2){ |
29f95561 | 2610 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
d611c74f | 2611 | TLinearFitter *tiltedRieman = GetTiltedRiemanFitter(); |
2612 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); | |
2613 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
2614 | cstreamer << "MakeSeeds1" | |
2615 | << "EventNumber=" << eventNumber | |
2616 | << "CandidateNumber=" << candidateNumber | |
2617 | << "S0.=" << &cseed[0] | |
2618 | << "S1.=" << &cseed[1] | |
2619 | << "S2.=" << &cseed[2] | |
2620 | << "S3.=" << &cseed[3] | |
2621 | << "S4.=" << &cseed[4] | |
2622 | << "S5.=" << &cseed[5] | |
2623 | << "FitterT.=" << tiltedRieman | |
2624 | << "\n"; | |
2625 | } | |
2626 | ||
b72f4eaf | 2627 | if(fReconstructor->HasImproveTracklets() && ImproveSeedQuality(stack, cseed) < 4){ |
d611c74f | 2628 | AliTRDtrackerDebug::SetCandidateNumber(AliTRDtrackerDebug::GetCandidateNumber() + 1); |
2629 | continue; | |
2630 | } | |
2631 | //AliInfo("Improve seed quality done."); | |
2632 | ||
2633 | // fit full track and cook likelihoods | |
2634 | // Double_t curv = FitRieman(&cseed[0], chi2); | |
2635 | // Double_t chi2ZF = chi2[0] / TMath::Max((mlayers - 3.), 1.); | |
2636 | // Double_t chi2RF = chi2[1] / TMath::Max((mlayers - 3.), 1.); | |
2637 | ||
2638 | // do the final track fitting (Once with vertex constraint and once without vertex constraint) | |
2639 | Double_t chi2Vals[3]; | |
2640 | chi2Vals[0] = FitTiltedRieman(&cseed[0], kFALSE); | |
b72f4eaf | 2641 | if(fReconstructor->HasVertexConstrained()) |
d611c74f | 2642 | chi2Vals[1] = FitTiltedRiemanConstraint(&cseed[0], GetZ()); // Do Vertex Constrained fit if desired |
2643 | else | |
2644 | chi2Vals[1] = 1.; | |
2645 | chi2Vals[2] = GetChi2Z(&cseed[0]) / TMath::Max((mlayers - 3.), 1.); | |
2646 | // Chi2 definitions in testing stage | |
2647 | //chi2Vals[2] = GetChi2ZTest(&cseed[0]); | |
2648 | fTrackQuality[ntracks] = CalculateTrackLikelihood(&cseed[0], &chi2Vals[0]); | |
2649 | //AliInfo("Hyperplane fit done\n"); | |
fac58f00 | 2650 | |
3a039a31 | 2651 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) >= 2){ |
29f95561 | 2652 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
d611c74f | 2653 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); |
2654 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
2655 | TLinearFitter *fitterTC = GetTiltedRiemanFitterConstraint(); | |
2656 | TLinearFitter *fitterT = GetTiltedRiemanFitter(); | |
91834b8d | 2657 | Int_t ncls = 0; |
2658 | for(Int_t iseed = 0; iseed < kNPlanes; iseed++){ | |
2659 | ncls += cseed[iseed].IsOK() ? cseed[iseed].GetN2() : 0; | |
2660 | } | |
d611c74f | 2661 | cstreamer << "MakeSeeds2" |
2662 | << "EventNumber=" << eventNumber | |
2663 | << "CandidateNumber=" << candidateNumber | |
2664 | << "Chi2TR=" << chi2Vals[0] | |
2665 | << "Chi2TC=" << chi2Vals[1] | |
2666 | << "Nlayers=" << mlayers | |
91834b8d | 2667 | << "NClusters=" << ncls |
d611c74f | 2668 | << "Like=" << like |
2669 | << "S0.=" << &cseed[0] | |
2670 | << "S1.=" << &cseed[1] | |
2671 | << "S2.=" << &cseed[2] | |
2672 | << "S3.=" << &cseed[3] | |
2673 | << "S4.=" << &cseed[4] | |
2674 | << "S5.=" << &cseed[5] | |
d611c74f | 2675 | << "FitterT.=" << fitterT |
2676 | << "FitterTC.=" << fitterTC | |
2677 | << "\n"; | |
2678 | } | |
2679 | ||
2680 | ntracks++; | |
2681 | AliTRDtrackerDebug::SetCandidateNumber(AliTRDtrackerDebug::GetCandidateNumber() + 1); | |
2682 | if(ntracks == kMaxTracksStack){ | |
2683 | AliWarning(Form("Number of seeds reached maximum allowed (%d) in stack.", kMaxTracksStack)); | |
2684 | return ntracks; | |
2685 | } | |
2686 | cseed += 6; | |
41702fec | 2687 | } |
2688 | } | |
2689 | } | |
41702fec | 2690 | |
2691 | return ntracks; | |
e4f2f73d | 2692 | } |
2693 | ||
2694 | //_____________________________________________________________________________ | |
0906e73e | 2695 | AliTRDtrackV1* AliTRDtrackerV1::MakeTrack(AliTRDseedV1 *seeds, Double_t *params) |
e4f2f73d | 2696 | { |
41702fec | 2697 | // |
2698 | // Build a TRD track out of tracklet candidates | |
2699 | // | |
2700 | // Parameters : | |
2701 | // seeds : array of tracklets | |
2702 | // params : track parameters (see MakeSeeds() function body for a detailed description) | |
2703 | // | |
2704 | // Output : | |
2705 | // The TRD track. | |
2706 | // | |
2707 | // Detailed description | |
2708 | // | |
2709 | // To be discussed with Marian !! | |
2710 | // | |
2711 | ||
41702fec | 2712 | |
2713 | Double_t alpha = AliTRDgeometry::GetAlpha(); | |
2714 | Double_t shift = AliTRDgeometry::GetAlpha()/2.0; | |
2715 | Double_t c[15]; | |
2716 | ||
2717 | c[ 0] = 0.2; | |
2718 | c[ 1] = 0.0; c[ 2] = 2.0; | |
2719 | c[ 3] = 0.0; c[ 4] = 0.0; c[ 5] = 0.02; | |
2720 | c[ 6] = 0.0; c[ 7] = 0.0; c[ 8] = 0.0; c[ 9] = 0.1; | |
2721 | c[10] = 0.0; c[11] = 0.0; c[12] = 0.0; c[13] = 0.0; c[14] = params[5]*params[5]*0.01; | |
2722 | ||
d20df6fc | 2723 | AliTRDtrackV1 track(seeds, ¶ms[1], c, params[0], params[6]*alpha+shift); |
2724 | track.PropagateTo(params[0]-5.0); | |
f29f13a6 | 2725 | AliTRDseedV1 *ptrTracklet = 0x0; |
2726 | // Sign clusters | |
2727 | for (Int_t jLayer = 0; jLayer < AliTRDgeometry::kNlayer; jLayer++) { | |
2728 | ptrTracklet = &seeds[jLayer]; | |
2729 | if(!ptrTracklet->IsOK()) continue; | |
2730 | if(TMath::Abs(ptrTracklet->GetYref(1) - ptrTracklet->GetYfit(1)) >= .2) continue; // check this condition with Marian | |
2731 | } | |
2732 | // | |
91834b8d | 2733 | if(fReconstructor->IsHLT()){ |
91834b8d | 2734 | for(Int_t ip=0; ip<kNPlanes; ip++){ |
2735 | track.UnsetTracklet(ip); | |
2736 | ptrTracklet = SetTracklet(&seeds[ip]); | |
f29f13a6 | 2737 | ptrTracklet->UseClusters(); |
91834b8d | 2738 | track.SetTracklet(ptrTracklet, fTracklets->GetEntriesFast()-1); |
2739 | } | |
d78d7df0 | 2740 | AliTRDtrackV1 *ptrTrack = SetTrack(&track); |
2741 | ptrTrack->SetReconstructor(fReconstructor); | |
2742 | return ptrTrack; | |
91834b8d | 2743 | } |
393fda1c | 2744 | |
d20df6fc | 2745 | track.ResetCovariance(1); |
e79f8eb0 | 2746 | Int_t nc = TMath::Abs(FollowBackProlongation(track)); |
393fda1c | 2747 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) > 5){ |
2748 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); | |
2749 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
2750 | Double_t p[5]; // Track Params for the Debug Stream | |
2751 | track.GetExternalParameters(params[0], p); | |
29f95561 | 2752 | TTreeSRedirector &cs = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
393fda1c | 2753 | cs << "MakeTrack" |
2754 | << "EventNumber=" << eventNumber | |
2755 | << "CandidateNumber=" << candidateNumber | |
2756 | << "nc=" << nc | |
2757 | << "X=" << params[0] | |
2758 | << "Y=" << p[0] | |
2759 | << "Z=" << p[1] | |
2760 | << "snp=" << p[2] | |
2761 | << "tnd=" << p[3] | |
2762 | << "crv=" << p[4] | |
2763 | << "Yin=" << params[1] | |
2764 | << "Zin=" << params[2] | |
2765 | << "snpin=" << params[3] | |
2766 | << "tndin=" << params[4] | |
2767 | << "crvin=" << params[5] | |
2768 | << "track.=" << &track | |
2769 | << "\n"; | |
2770 | } | |
d20df6fc | 2771 | if (nc < 30) return 0x0; |
2772 | ||
2773 | AliTRDtrackV1 *ptrTrack = SetTrack(&track); | |
215f7116 | 2774 | ptrTrack->SetReconstructor(fReconstructor); |
48f8adf3 | 2775 | ptrTrack->CookLabel(.9); |
24253b0a | 2776 | |
d20df6fc | 2777 | // computes PID for track |
2778 | ptrTrack->CookPID(); | |
2779 | // update calibration references using this track | |
48f8adf3 | 2780 | AliTRDCalibraFillHisto *calibra = AliTRDCalibraFillHisto::Instance(); |
2781 | if (!calibra){ | |
2782 | AliInfo("Could not get Calibra instance\n"); | |
2783 | if(calibra->GetHisto2d()) calibra->UpdateHistogramsV1(ptrTrack); | |
2784 | } | |
d20df6fc | 2785 | return ptrTrack; |
e4f2f73d | 2786 | } |
2787 | ||
0906e73e | 2788 | |
e4f2f73d | 2789 | //____________________________________________________________________ |
eb38ed55 | 2790 | Int_t AliTRDtrackerV1::ImproveSeedQuality(AliTRDtrackingChamber **stack, AliTRDseedV1 *cseed) |
e4f2f73d | 2791 | { |
41702fec | 2792 | // |
2793 | // Sort tracklets according to "quality" and try to "improve" the first 4 worst | |
2794 | // | |
2795 | // Parameters : | |
2796 | // layers : Array of propagation layers for a stack/supermodule | |
2797 | // cseed : Array of 6 seeding tracklets which has to be improved | |
2798 | // | |
f29f13a6 | 2799 | // Output : |
41702fec | 2800 | // cssed : Improved seeds |
2801 | // | |
2802 | // Detailed description | |
2803 | // | |
2804 | // Iterative procedure in which new clusters are searched for each | |
2805 | // tracklet seed such that the seed quality (see AliTRDseed::GetQuality()) | |
2806 | // can be maximized. If some optimization is found the old seeds are replaced. | |
2807 | // | |
2808 | // debug level: 7 | |
2809 | // | |
2810 | ||
2811 | // make a local working copy | |
2812 | AliTRDtrackingChamber *chamber = 0x0; | |
2813 | AliTRDseedV1 bseed[6]; | |
2814 | Int_t nLayers = 0; | |
2815 | for (Int_t jLayer = 0; jLayer < 6; jLayer++) bseed[jLayer] = cseed[jLayer]; | |
2816 | ||
2817 | Float_t lastquality = 10000.0; | |
2818 | Float_t lastchi2 = 10000.0; | |
2819 | Float_t chi2 = 1000.0; | |
2820 | ||
2821 | for (Int_t iter = 0; iter < 4; iter++) { | |
2822 | Float_t sumquality = 0.0; | |
2823 | Float_t squality[6]; | |
2824 | Int_t sortindexes[6]; | |
2825 | ||
2826 | for (Int_t jLayer = 0; jLayer < 6; jLayer++) { | |
3a039a31 | 2827 | squality[jLayer] = bseed[jLayer].IsOK() ? bseed[jLayer].GetQuality(kTRUE) : 1000.; |
41702fec | 2828 | sumquality += squality[jLayer]; |
2829 | } | |
2830 | if ((sumquality >= lastquality) || (chi2 > lastchi2)) break; | |
2831 | ||
2832 | nLayers = 0; | |
2833 | lastquality = sumquality; | |
2834 | lastchi2 = chi2; | |
2835 | if (iter > 0) for (Int_t jLayer = 0; jLayer < 6; jLayer++) cseed[jLayer] = bseed[jLayer]; | |
2836 | ||
2837 | TMath::Sort(6, squality, sortindexes, kFALSE); | |
2838 | for (Int_t jLayer = 5; jLayer > 1; jLayer--) { | |
2839 | Int_t bLayer = sortindexes[jLayer]; | |
2840 | if(!(chamber = stack[bLayer])) continue; | |
f29f13a6 | 2841 | bseed[bLayer].AttachClusters(chamber, kTRUE); |
2842 | bseed[bLayer].Fit(kTRUE); | |
41702fec | 2843 | if(bseed[bLayer].IsOK()) nLayers++; |
2844 | } | |
2845 | ||
2846 | chi2 = FitTiltedRieman(bseed, kTRUE); | |
3a039a31 | 2847 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) >= 7){ |
41702fec | 2848 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); |
2849 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
2850 | TLinearFitter *tiltedRieman = GetTiltedRiemanFitter(); | |
29f95561 | 2851 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
41702fec | 2852 | cstreamer << "ImproveSeedQuality" |
2853 | << "EventNumber=" << eventNumber | |
2854 | << "CandidateNumber=" << candidateNumber | |
2855 | << "Iteration=" << iter | |
2856 | << "S0.=" << &bseed[0] | |
2857 | << "S1.=" << &bseed[1] | |
2858 | << "S2.=" << &bseed[2] | |
2859 | << "S3.=" << &bseed[3] | |
2860 | << "S4.=" << &bseed[4] | |
2861 | << "S5.=" << &bseed[5] | |
2862 | << "FitterT.=" << tiltedRieman | |
2863 | << "\n"; | |
2864 | } | |
2865 | } // Loop: iter | |
41702fec | 2866 | // we are sure that at least 2 tracklets are OK ! |
2867 | return nLayers+2; | |
e4f2f73d | 2868 | } |
2869 | ||
eb38ed55 | 2870 | //_________________________________________________________________________ |
2871 | Double_t AliTRDtrackerV1::CalculateTrackLikelihood(AliTRDseedV1 *tracklets, Double_t *chi2){ | |
41702fec | 2872 | // |
2873 | // Calculates the Track Likelihood value. This parameter serves as main quality criterion for | |
2874 | // the track selection | |
2875 | // The likelihood value containes: | |
2876 | // - The chi2 values from the both fitters and the chi2 values in z-direction from a linear fit | |
2877 | // - The Sum of the Parameter |slope_ref - slope_fit|/Sigma of the tracklets | |
2878 | // For all Parameters an exponential dependency is used | |
2879 | // | |
2880 | // Parameters: - Array of tracklets (AliTRDseedV1) related to the track candidate | |
2881 | // - Array of chi2 values: | |
2882 | // * Non-Constrained Tilted Riemann fit | |
2883 | // * Vertex-Constrained Tilted Riemann fit | |
2884 | // * z-Direction from Linear fit | |
2885 | // Output: - The calculated track likelihood | |
2886 | // | |
2887 | // debug level 2 | |
2888 | // | |
2889 | ||
f29f13a6 | 2890 | Double_t chi2phi = 0, nLayers = 0; |
41702fec | 2891 | for (Int_t iLayer = 0; iLayer < kNPlanes; iLayer++) { |
2892 | if(!tracklets[iLayer].IsOK()) continue; | |
f29f13a6 | 2893 | chi2phi += tracklets[iLayer].GetChi2Phi(); |
41702fec | 2894 | nLayers++; |
2895 | } | |
f29f13a6 | 2896 | chi2phi /= Float_t (nLayers - 2.0); |
41702fec | 2897 | |
2898 | Double_t likeChi2Z = TMath::Exp(-chi2[2] * 0.14); // Chi2Z | |
b72f4eaf | 2899 | Double_t likeChi2TC = (fReconstructor->HasVertexConstrained()) ? |
d20df6fc | 2900 | TMath::Exp(-chi2[1] * 0.677) : 1; // Constrained Tilted Riemann |
41702fec | 2901 | Double_t likeChi2TR = TMath::Exp(-chi2[0] * 0.78); // Non-constrained Tilted Riemann |
f29f13a6 | 2902 | Double_t likeChi2Phi= TMath::Exp(-chi2phi * 3.23); |
2903 | Double_t trackLikelihood = likeChi2Z * likeChi2TR * likeChi2Phi; | |
41702fec | 2904 | |
3a039a31 | 2905 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) >= 2){ |
41702fec | 2906 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); |
2907 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
29f95561 | 2908 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
41702fec | 2909 | cstreamer << "CalculateTrackLikelihood0" |
2910 | << "EventNumber=" << eventNumber | |
2911 | << "CandidateNumber=" << candidateNumber | |
2912 | << "LikeChi2Z=" << likeChi2Z | |
2913 | << "LikeChi2TR=" << likeChi2TR | |
2914 | << "LikeChi2TC=" << likeChi2TC | |
f29f13a6 | 2915 | << "LikeChi2Phi=" << likeChi2Phi |
41702fec | 2916 | << "TrackLikelihood=" << trackLikelihood |
2917 | << "\n"; | |
2918 | } | |
2919 | ||
2920 | return trackLikelihood; | |
e4f2f73d | 2921 | } |
2922 | ||
2923 | //____________________________________________________________________ | |
91834b8d | 2924 | Double_t AliTRDtrackerV1::CookLikelihood(AliTRDseedV1 *cseed, Int_t planes[4]) |
e4f2f73d | 2925 | { |
41702fec | 2926 | // |
2927 | // Calculate the probability of this track candidate. | |
2928 | // | |
2929 | // Parameters : | |
2930 | // cseeds : array of candidate tracklets | |
2931 | // planes : array of seeding planes (see seeding configuration) | |
2932 | // chi2 : chi2 values (on the Z and Y direction) from the rieman fit of the track. | |
2933 | // | |
2934 | // Output : | |
2935 | // likelihood value | |
2936 | // | |
2937 | // Detailed description | |
2938 | // | |
2939 | // The track quality is estimated based on the following 4 criteria: | |
2940 | // 1. precision of the rieman fit on the Y direction (likea) | |
2941 | // 2. chi2 on the Y direction (likechi2y) | |
2942 | // 3. chi2 on the Z direction (likechi2z) | |
2943 | // 4. number of attached clusters compared to a reference value | |
2944 | // (see AliTRDrecoParam::fkFindable) (likeN) | |
2945 | // | |
2946 | // The distributions for each type of probabilities are given below as of | |
2947 | // (date). They have to be checked to assure consistency of estimation. | |
2948 | // | |
2949 | ||
2950 | // ratio of the total number of clusters/track which are expected to be found by the tracker. | |
91834b8d | 2951 | const AliTRDrecoParam *fRecoPars = fReconstructor->GetRecoParam(); |
41702fec | 2952 | |
91834b8d | 2953 | Double_t chi2y = GetChi2Y(&cseed[0]); |
2954 | Double_t chi2z = GetChi2Z(&cseed[0]); | |
2955 | ||
8ae98148 | 2956 | Float_t nclusters = 0.; |
41702fec | 2957 | Double_t sumda = 0.; |
2958 | for(UChar_t ilayer = 0; ilayer < 4; ilayer++){ | |
2959 | Int_t jlayer = planes[ilayer]; | |
2960 | nclusters += cseed[jlayer].GetN2(); | |
e3cf3d02 | 2961 | sumda += TMath::Abs(cseed[jlayer].GetYfit(1) - cseed[jlayer].GetYref(1)); |
41702fec | 2962 | } |
8ae98148 | 2963 | nclusters *= .25; |
2964 | ||
5a2e200c | 2965 | Double_t likea = TMath::Exp(-sumda * fRecoPars->GetPhiSlope()); |
41702fec | 2966 | Double_t likechi2y = 0.0000000001; |
5a2e200c | 2967 | if (fReconstructor->IsCosmic() || chi2y < fRecoPars->GetChi2YCut()) likechi2y += TMath::Exp(-TMath::Sqrt(chi2y) * fRecoPars->GetChi2YSlope()); |
2968 | Double_t likechi2z = TMath::Exp(-chi2z * fRecoPars->GetChi2ZSlope()); | |
8ae98148 | 2969 | Double_t likeN = TMath::Exp(-(fRecoPars->GetNMeanClusters() - nclusters) / fRecoPars->GetNSigmaClusters()); |
41702fec | 2970 | Double_t like = likea * likechi2y * likechi2z * likeN; |
2971 | ||
2972 | // AliInfo(Form("sumda(%f) chi2[0](%f) chi2[1](%f) likea(%f) likechi2y(%f) likechi2z(%f) nclusters(%d) likeN(%f)", sumda, chi2[0], chi2[1], likea, likechi2y, likechi2z, nclusters, likeN)); | |
3a039a31 | 2973 | if(fReconstructor->GetStreamLevel(AliTRDReconstructor::kTracker) >= 2){ |
41702fec | 2974 | Int_t eventNumber = AliTRDtrackerDebug::GetEventNumber(); |
2975 | Int_t candidateNumber = AliTRDtrackerDebug::GetCandidateNumber(); | |
91834b8d | 2976 | Int_t nTracklets = 0; Float_t mean_ncls = 0; |
2977 | for(Int_t iseed=0; iseed < kNPlanes; iseed++){ | |
2978 | if(!cseed[iseed].IsOK()) continue; | |
2979 | nTracklets++; | |
2980 | mean_ncls += cseed[iseed].GetN2(); | |
2981 | } | |
2982 | if(nTracklets) mean_ncls /= nTracklets; | |
41702fec | 2983 | // The Debug Stream contains the seed |
29f95561 | 2984 | TTreeSRedirector &cstreamer = *fReconstructor->GetDebugStream(AliTRDReconstructor::kTracker); |
41702fec | 2985 | cstreamer << "CookLikelihood" |
2986 | << "EventNumber=" << eventNumber | |
2987 | << "CandidateNumber=" << candidateNumber | |
2988 | << "tracklet0.=" << &cseed[0] | |
2989 | << "tracklet1.=" << &cseed[1] | |
2990 | << "tracklet2.=" << &cseed[2] | |
2991 | << "tracklet3.=" << &cseed[3] | |
2992 | << "tracklet4.=" << &cseed[4] | |
2993 | << "tracklet5.=" << &cseed[5] | |
2994 | << "sumda=" << sumda | |
91834b8d | 2995 | << "chi2y=" << chi2y |
2996 | << "chi2z=" << chi2z | |
41702fec | 2997 | << "likea=" << likea |
2998 | << "likechi2y=" << likechi2y | |
2999 | << "likechi2z=" << likechi2z | |
3000 | << "nclusters=" << nclusters | |
3001 | << "likeN=" << likeN | |
3002 | << "like=" << like | |
91834b8d | 3003 | << "meanncls=" << mean_ncls |
41702fec | 3004 | << "\n"; |
3005 | } | |
3006 | ||
3007 | return like; | |
e4f2f73d | 3008 | } |
3009 | ||
e4f2f73d | 3010 | //____________________________________________________________________ |
0906e73e | 3011 | void AliTRDtrackerV1::GetSeedingConfig(Int_t iconfig, Int_t planes[4]) |
e4f2f73d | 3012 | { |
41702fec | 3013 | // |
3014 | // Map seeding configurations to detector planes. | |
3015 | // | |
3016 | // Parameters : | |
3017 | // iconfig : configuration index | |
3018 | // planes : member planes of this configuration. On input empty. | |
3019 | // | |
3020 | // Output : | |
3021 | // planes : contains the planes which are defining the configuration | |
3022 | // | |
3023 | // Detailed description | |
3024 | // | |
3025 | // Here is the list of seeding planes configurations together with | |
3026 | // their topological classification: | |
3027 | // | |
3028 | // 0 - 5432 TQ 0 | |
3029 | // 1 - 4321 TQ 0 | |
3030 | // 2 - 3210 TQ 0 | |
3031 | // 3 - 5321 TQ 1 | |
3032 | // 4 - 4210 TQ 1 | |
3033 | // 5 - 5431 TQ 1 | |
3034 | // 6 - 4320 TQ 1 | |
3035 | // 7 - 5430 TQ 2 | |
3036 | // 8 - 5210 TQ 2 | |
3037 | // 9 - 5421 TQ 3 | |
3038 | // 10 - 4310 TQ 3 | |
3039 | // 11 - 5410 TQ 4 | |
3040 | // 12 - 5420 TQ 5 | |
3041 | // 13 - 5320 TQ 5 | |
3042 | // 14 - 5310 TQ 5 | |
3043 | // | |
3044 | // The topologic quality is modeled as follows: | |
3045 | // 1. The general model is define by the equation: | |
3046 | // p(conf) = exp(-conf/2) | |
3047 | // 2. According to the topologic classification, configurations from the same | |
3048 | // class are assigned the agerage value over the model values. | |
3049 | // 3. Quality values are normalized. | |
3050 | // | |
3051 | // The topologic quality distribution as function of configuration is given below: | |
3052 | //Begin_Html | |
3053 | // <img src="gif/topologicQA.gif"> | |
3054 | //End_Html | |
3055 | // | |
3056 | ||
3057 | switch(iconfig){ | |
3058 | case 0: // 5432 TQ 0 | |
3059 | planes[0] = 2; | |
3060 | planes[1] = 3; | |
3061 | planes[2] = 4; | |
3062 | planes[3] = 5; | |
3063 | break; | |
3064 | case 1: // 4321 TQ 0 | |
3065 | planes[0] = 1; | |
3066 | planes[1] = 2; | |
3067 | planes[2] = 3; | |
3068 | planes[3] = 4; | |
3069 | break; | |
3070 | case 2: // 3210 TQ 0 | |
3071 | planes[0] = 0; | |
3072 | planes[1] = 1; | |
3073 | planes[2] = 2; | |
3074 | planes[3] = 3; | |
3075 | break; | |
3076 | case 3: // 5321 TQ 1 | |
3077 | planes[0] = 1; | |
3078 | planes[1] = 2; | |
3079 | planes[2] = 3; | |
3080 | planes[3] = 5; | |
3081 | break; | |
3082 | case 4: // 4210 TQ 1 | |
3083 | planes[0] = 0; | |
3084 | planes[1] = 1; | |
3085 | planes[2] = 2; | |
3086 | planes[3] = 4; | |
3087 | break; | |
3088 | case 5: // 5431 TQ 1 | |
3089 | planes[0] = 1; | |
3090 | planes[1] = 3; | |
3091 | planes[2] = 4; | |
3092 | planes[3] = 5; | |
3093 | break; | |
3094 | case 6: // 4320 TQ 1 | |
3095 | planes[0] = 0; | |
3096 | planes[1] = 2; | |
3097 | planes[2] = 3; | |
3098 | planes[3] = 4; | |
3099 | break; | |
3100 | case 7: // 5430 TQ 2 | |
3101 | planes[0] = 0; | |
3102 | planes[1] = 3; | |
3103 | planes[2] = 4; | |
3104 | planes[3] = 5; | |
3105 | break; | |
3106 | case 8: // 5210 TQ 2 | |
3107 | planes[0] = 0; | |
3108 | planes[1] = 1; | |
3109 | planes[2] = 2; | |
3110 | planes[3] = 5; | |
3111 | break; | |
3112 | case 9: // 5421 TQ 3 | |
3113 | planes[0] = 1; | |
3114 | planes[1] = 2; | |
3115 | planes[2] = 4; | |
3116 | planes[3] = 5; | |
3117 | break; | |
3118 | case 10: // 4310 TQ 3 | |
3119 | planes[0] = 0; | |
3120 | planes[1] = 1; | |
3121 | planes[2] = 3; | |
3122 | planes[3] = 4; | |
3123 | break; | |
3124 | case 11: // 5410 TQ 4 | |
3125 | planes[0] = 0; | |
3126 | planes[1] = 1; | |
3127 | planes[2] = 4; | |
3128 | planes[3] = 5; | |
3129 | break; | |
3130 | case 12: // 5420 TQ 5 | |
3131 | planes[0] = 0; | |
3132 | planes[1] = 2; | |
3133 | planes[2] = 4; | |
3134 | planes[3] = 5; | |
3135 | break; | |
3136 | case 13: // 5320 TQ 5 | |
3137 | planes[0] = 0; | |
3138 | planes[1] = 2; | |
3139 | planes[2] = 3; | |
3140 | planes[3] = 5; | |
3141 | break; | |
3142 | case 14: // 5310 TQ 5 | |
3143 | planes[0] = 0; | |
3144 | planes[1] = 1; | |
3145 | planes[2] = 3; | |
3146 | planes[3] = 5; | |
3147 | break; | |
3148 | } | |
e4f2f73d | 3149 | } |
3150 | ||
3151 | //____________________________________________________________________ | |
0906e73e | 3152 | void AliTRDtrackerV1::GetExtrapolationConfig(Int_t iconfig, Int_t planes[2]) |
e4f2f73d | 3153 | { |
41702fec | 3154 | // |
3155 | // Returns the extrapolation planes for a seeding configuration. | |
3156 | // | |
3157 | // Parameters : | |
3158 | // iconfig : configuration index | |
3159 | // planes : planes which are not in this configuration. On input empty. | |
3160 | // | |
3161 | // Output : | |
3162 | // planes : contains the planes which are not in the configuration | |
3163 | // | |
3164 | // Detailed description | |
3165 | // | |
3166 | ||
3167 | switch(iconfig){ | |
3168 | case 0: // 5432 TQ 0 | |
3169 | planes[0] = 1; | |
3170 | planes[1] = 0; | |
3171 | break; | |
3172 | case 1: // 4321 TQ 0 | |
3173 | planes[0] = 5; | |
3174 | planes[1] = 0; | |
3175 | break; | |
3176 | case 2: // 3210 TQ 0 | |
3177 | planes[0] = 4; | |
3178 | planes[1] = 5; | |
3179 | break; | |
3180 | case 3: // 5321 TQ 1 | |
3181 | planes[0] = 4; | |
3182 | planes[1] = 0; | |
3183 | break; | |
3184 | case 4: // 4210 TQ 1 | |
3185 | planes[0] = 5; | |
3186 | planes[1] = 3; | |
3187 | break; | |
3188 | case 5: // 5431 TQ 1 | |
3189 | planes[0] = 2; | |
3190 | planes[1] = 0; | |
3191 | break; | |
3192 | case 6: // 4320 TQ 1 | |
3193 | planes[0] = 5; | |
3194 | planes[1] = 1; | |
3195 | break; | |
3196 | case 7: // 5430 TQ 2 | |
3197 | planes[0] = 2; | |
3198 | planes[1] = 1; | |
3199 | break; | |
3200 | case 8: // 5210 TQ 2 | |
3201 | planes[0] = 4; | |
3202 | planes[1] = 3; | |
3203 | break; | |
3204 | case 9: // 5421 TQ 3 | |
3205 | planes[0] = 3; | |
3206 | planes[1] = 0; | |
3207 | break; | |
3208 | case 10: // 4310 TQ 3 | |
3209 | planes[0] = 5; | |
3210 | planes[1] = 2; | |
3211 | break; | |
3212 | case 11: // 5410 TQ 4 | |
3213 | planes[0] = 3; | |
3214 | planes[1] = 2; | |
3215 | break; | |
3216 | case 12: // 5420 TQ 5 | |
3217 | planes[0] = 3; | |
3218 | planes[1] = 1; | |
3219 | break; | |
3220 | case 13: // 5320 TQ 5 | |
3221 | planes[0] = 4; | |
3222 | planes[1] = 1; | |
3223 | break; | |
3224 | case 14: // 5310 TQ 5 | |
3225 | planes[0] = 4; | |
3226 | planes[1] = 2; | |
3227 | break; | |
3228 | } | |
e4f2f73d | 3229 | } |
eb38ed55 | 3230 | |
3231 | //____________________________________________________________________ | |
3232 | AliCluster* AliTRDtrackerV1::GetCluster(Int_t idx) const | |
3233 | { | |
41702fec | 3234 | Int_t ncls = fClusters->GetEntriesFast(); |
2f7514a6 | 3235 | return idx >= 0 && idx < ncls ? (AliCluster*)fClusters->UncheckedAt(idx) : 0x0; |
eb38ed55 | 3236 | } |
3237 | ||
3b57a3f7 | 3238 | //____________________________________________________________________ |
3239 | AliTRDseedV1* AliTRDtrackerV1::GetTracklet(Int_t idx) const | |
3240 | { | |
41702fec | 3241 | Int_t ntrklt = fTracklets->GetEntriesFast(); |
2f7514a6 | 3242 | return idx >= 0 && idx < ntrklt ? (AliTRDseedV1*)fTracklets->UncheckedAt(idx) : 0x0; |
3b57a3f7 | 3243 | } |
3244 | ||
3245 | //____________________________________________________________________ | |
3246 | AliKalmanTrack* AliTRDtrackerV1::GetTrack(Int_t idx) const | |
3247 | { | |
41702fec | 3248 | Int_t ntrk = fTracks->GetEntriesFast(); |
2f7514a6 | 3249 | return idx >= 0 && idx < ntrk ? (AliKalmanTrack*)fTracks->UncheckedAt(idx) : 0x0; |
3b57a3f7 | 3250 | } |
3251 | ||
bb56afff | 3252 | //____________________________________________________________________ |
3253 | Float_t AliTRDtrackerV1::CalculateReferenceX(AliTRDseedV1 *tracklets){ | |
41702fec | 3254 | // |
3255 | // Calculates the reference x-position for the tilted Rieman fit defined as middle | |
3256 | // of the stack (middle between layers 2 and 3). For the calculation all the tracklets | |
3257 | // are taken into account | |
3258 | // | |
3259 | // Parameters: - Array of tracklets(AliTRDseedV1) | |
3260 | // | |
3261 | // Output: - The reference x-position(Float_t) | |
3262 | // | |
3263 | Int_t nDistances = 0; | |
3264 | Float_t meanDistance = 0.; | |
3265 | Int_t startIndex = 5; | |
3266 | for(Int_t il =5; il > 0; il--){ | |
3267 | if(tracklets[il].IsOK() && tracklets[il -1].IsOK()){ | |
3268 | Float_t xdiff = tracklets[il].GetX0() - tracklets[il -1].GetX0(); | |
3269 | meanDistance += xdiff; | |
3270 | nDistances++; | |
3271 | } | |
3272 | if(tracklets[il].IsOK()) startIndex = il; | |
3273 | } | |
3274 | if(tracklets[0].IsOK()) startIndex = 0; | |
3275 | if(!nDistances){ | |
3276 | // We should normally never get here | |
3277 | Float_t xpos[2]; memset(xpos, 0, sizeof(Float_t) * 2); | |
3278 | Int_t iok = 0, idiff = 0; | |
3279 | // This attempt is worse and should be avoided: | |
3280 | // check for two chambers which are OK and repeat this without taking the mean value | |
3281 | // Strategy avoids a division by 0; | |
3282 | for(Int_t il = 5; il >= 0; il--){ | |
3283 | if(tracklets[il].IsOK()){ | |
3284 | xpos[iok] = tracklets[il].GetX0(); | |
3285 | iok++; | |
3286 | startIndex = il; | |
3287 | } | |
3288 | if(iok) idiff++; // to get the right difference; | |
3289 | if(iok > 1) break; | |
3290 | } | |
3291 | if(iok > 1){ | |
3292 | meanDistance = (xpos[0] - xpos[1])/idiff; | |
3293 | } | |
3294 | else{ | |
3295 | // we have do not even have 2 layers which are OK? The we do not need to fit at all | |
3296 | return 331.; | |
3297 | } | |
3298 | } | |
3299 | else{ | |
3300 | meanDistance /= nDistances; | |
3301 | } | |
3302 | return tracklets[startIndex].GetX0() + (2.5 - startIndex) * meanDistance - 0.5 * (AliTRDgeometry::AmThick() + AliTRDgeometry::DrThick()); | |
bb56afff | 3303 | } |
eb38ed55 | 3304 | |
fac58f00 | 3305 | // //_____________________________________________________________________________ |
3306 | // Int_t AliTRDtrackerV1::Freq(Int_t n, const Int_t *inlist | |
3307 | // , Int_t *outlist, Bool_t down) | |
3308 | // { | |
3309 | // // | |
3310 | // // Sort eleements according occurancy | |
3311 | // // The size of output array has is 2*n | |
3312 | // // | |
3313 | // | |
3314 | // if (n <= 0) { | |
3315 | // return 0; | |
3316 | // } | |
3317 | // | |
3318 | // Int_t *sindexS = new Int_t[n]; // Temporary array for sorting | |
3319 | // Int_t *sindexF = new Int_t[2*n]; | |
3320 | // for (Int_t i = 0; i < n; i++) { | |
3321 | // sindexF[i] = 0; | |
3322 | // } | |
3323 | // | |
3324 | // TMath::Sort(n,inlist,sindexS,down); | |
3325 | // | |
3326 | // Int_t last = inlist[sindexS[0]]; | |
3327 | // Int_t val = last; | |
3328 | // sindexF[0] = 1; | |
3329 | // sindexF[0+n] = last; | |
3330 | // Int_t countPos = 0; | |
3331 | // | |
3332 | // // Find frequency | |
3333 | // for (Int_t i = 1; i < n; i++) { | |
3334 | // val = inlist[sindexS[i]]; | |
3335 | // if (last == val) { | |
3336 | // sindexF[countPos]++; | |
3337 | // } | |
3338 | // else { | |
3339 | // countPos++; | |
3340 | // sindexF[countPos+n] = val; | |
3341 | // sindexF[countPos]++; | |
3342 | // last = val; | |
3343 | // } | |
3344 | // } | |
3345 | // if (last == val) { | |
3346 | // countPos++; | |
3347 | // } | |
3348 | // | |
3349 | // // Sort according frequency | |
3350 | // TMath::Sort(countPos,sindexF,sindexS,kTRUE); | |
3351 | // | |
3352 | // for (Int_t i = 0; i < countPos; i++) { | |
3353 | // outlist[2*i ] = sindexF[sindexS[i]+n]; | |
3354 | // outlist[2*i+1] = sindexF[sindexS[i]]; | |
3355 | // } | |
3356 | // | |
3357 | // delete [] sindexS; | |
3358 | // delete [] sindexF; | |
3359 | // | |
3360 | // return countPos; | |
3361 | // | |
3362 | // } | |
bb56afff | 3363 | |
06b32d95 | 3364 | |
d611c74f | 3365 | //____________________________________________________________________ |
3366 | void AliTRDtrackerV1::ResetSeedTB() | |
3367 | { | |
3368 | // reset buffer for seeding time bin layers. If the time bin | |
3369 | // layers are not allocated this function allocates them | |
3370 | ||
3371 | for(Int_t isl=0; isl<kNSeedPlanes; isl++){ | |
3372 | if(!fSeedTB[isl]) fSeedTB[isl] = new AliTRDchamberTimeBin(); | |
3373 | else fSeedTB[isl]->Clear(); | |
3374 | } | |
3375 | } | |
3376 | ||
e3cf3d02 | 3377 | |
3378 | //_____________________________________________________________________________ | |
3379 | Float_t AliTRDtrackerV1::GetChi2Y(AliTRDseedV1 *tracklets) const | |
3380 | { | |
3381 | // Calculates normalized chi2 in y-direction | |
3382 | // chi2 = Sum chi2 / n_tracklets | |
3383 | ||
3384 | Double_t chi2 = 0.; Int_t n = 0; | |
3385 | for(Int_t ipl = kNPlanes; ipl--;){ | |
3386 | if(!tracklets[ipl].IsOK()) continue; | |
3387 | chi2 += tracklets[ipl].GetChi2Y(); | |
3388 | n++; | |
3389 | } | |
3390 | return n ? chi2/n : 0.; | |
3391 | } | |
3392 | ||
bb56afff | 3393 | //_____________________________________________________________________________ |
3394 | Float_t AliTRDtrackerV1::GetChi2Z(AliTRDseedV1 *tracklets) const | |
3395 | { | |
91834b8d | 3396 | // Calculates normalized chi2 in z-direction |
e3cf3d02 | 3397 | // chi2 = Sum chi2 / n_tracklets |
41702fec | 3398 | |
e3cf3d02 | 3399 | Double_t chi2 = 0; Int_t n = 0; |
3400 | for(Int_t ipl = kNPlanes; ipl--;){ | |
41702fec | 3401 | if(!tracklets[ipl].IsOK()) continue; |
e3cf3d02 | 3402 | chi2 += tracklets[ipl].GetChi2Z(); |
3403 | n++; | |
41702fec | 3404 | } |
e3cf3d02 | 3405 | return n ? chi2/n : 0.; |
bb56afff | 3406 | } |
8acca6a3 | 3407 | |
3408 | /////////////////////////////////////////////////////// | |
3409 | // // | |
3410 | // Resources of class AliTRDLeastSquare // | |
3411 | // // | |
3412 | /////////////////////////////////////////////////////// | |
3413 | ||
3414 | //_____________________________________________________________________________ | |
3415 | AliTRDtrackerV1::AliTRDLeastSquare::AliTRDLeastSquare(){ | |
41702fec | 3416 | // |
3417 | // Constructor of the nested class AliTRDtrackFitterLeastSquare | |
3418 | // | |
3419 | memset(fParams, 0, sizeof(Double_t) * 2); | |
3420 | memset(fSums, 0, sizeof(Double_t) * 5); | |
3421 | memset(fCovarianceMatrix, 0, sizeof(Double_t) * 3); | |
8acca6a3 | 3422 | |
3423 | } | |
3424 | ||
3425 | //_____________________________________________________________________________ | |
3426 | void AliTRDtrackerV1::AliTRDLeastSquare::AddPoint(Double_t *x, Double_t y, Double_t sigmaY){ | |
41702fec | 3427 | // |
3428 | // Adding Point to the fitter | |
3429 | // | |
3430 | Double_t weight = 1/(sigmaY * sigmaY); | |
3431 | Double_t &xpt = *x; | |
3432 | // printf("Adding point x = %f, y = %f, sigma = %f\n", xpt, y, sigmaY); | |
3433 | fSums[0] += weight; | |
3434 | fSums[1] += weight * xpt; | |
3435 | fSums[2] += weight * y; | |
3436 | fSums[3] += weight * xpt * y; | |
3437 | fSums[4] += weight * xpt * xpt; | |
3438 | fSums[5] += weight * y * y; | |
8acca6a3 | 3439 | } |
3440 | ||
3441 | //_____________________________________________________________________________ | |
3442 | void AliTRDtrackerV1::AliTRDLeastSquare::RemovePoint(Double_t *x, Double_t y, Double_t sigmaY){ | |
41702fec | 3443 | // |
3444 | // Remove Point from the sample | |
3445 | // | |
3446 | Double_t weight = 1/(sigmaY * sigmaY); | |
3447 | Double_t &xpt = *x; | |
3448 | fSums[0] -= weight; | |
3449 | fSums[1] -= weight * xpt; | |
3450 | fSums[2] -= weight * y; | |
3451 | fSums[3] -= weight * xpt * y; | |
3452 | fSums[4] -= weight * xpt * xpt; | |
3453 | fSums[5] -= weight * y * y; | |
8acca6a3 | 3454 | } |
3455 | ||
3456 | //_____________________________________________________________________________ | |
3457 | void AliTRDtrackerV1::AliTRDLeastSquare::Eval(){ | |
41702fec | 3458 | // |
3459 | // Evaluation of the fit: | |
3460 | // Calculation of the parameters | |
3461 | // Calculation of the covariance matrix | |
3462 | // | |
3463 | ||
3464 | Double_t denominator = fSums[0] * fSums[4] - fSums[1] *fSums[1]; | |
aec26713 | 3465 | if(denominator==0) return; |
3466 | ||
41702fec | 3467 | // for(Int_t isum = 0; isum < 5; isum++) |
3468 | // printf("fSums[%d] = %f\n", isum, fSums[isum]); | |
3469 | // printf("denominator = %f\n", denominator); | |
3470 | fParams[0] = (fSums[2] * fSums[4] - fSums[1] * fSums[3])/ denominator; | |
3471 | fParams[1] = (fSums[0] * fSums[3] - fSums[1] * fSums[2]) / denominator; | |
3472 | // printf("fParams[0] = %f, fParams[1] = %f\n", fParams[0], fParams[1]); | |
3473 | ||
3474 | // Covariance matrix | |
3475 | fCovarianceMatrix[0] = fSums[4] - fSums[1] * fSums[1] / fSums[0]; | |
3476 | fCovarianceMatrix[1] = fSums[5] - fSums[2] * fSums[2] / fSums[0]; | |
3477 | fCovarianceMatrix[2] = fSums[3] - fSums[1] * fSums[2] / fSums[0]; | |
8acca6a3 | 3478 | } |
3479 | ||
46b6abd7 | 3480 | //_____________________________________________________________________________ |
3481 | Double_t AliTRDtrackerV1::AliTRDLeastSquare::GetFunctionValue(Double_t *xpos) const { | |
41702fec | 3482 | // |
3483 | // Returns the Function value of the fitted function at a given x-position | |
3484 | // | |
3485 | return fParams[0] + fParams[1] * (*xpos); | |
46b6abd7 | 3486 | } |
3487 | ||
3488 | //_____________________________________________________________________________ | |
3489 | void AliTRDtrackerV1::AliTRDLeastSquare::GetCovarianceMatrix(Double_t *storage) const { | |
41702fec | 3490 | // |
3491 | // Copies the values of the covariance matrix into the storage | |
3492 | // | |
3493 | memcpy(storage, fCovarianceMatrix, sizeof(Double_t) * 3); | |
46b6abd7 | 3494 | } |
3495 |