Pattern recognition and event reconstruction in particle physics experiments

Reports on Progress in Physics

Volumn 67, Issue 4, 2004, Pages 553-622

  Mankel, R ^a  

^a DESY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

PHYSICS;

EID: 2042533480     PISSN: 00344885     EISSN: None     Source Type: Journal    
DOI: 10.1088/0034-4885/67/4/R03     Document Type: Article

References (101)

1. Grote H 1987 Review of pattern recognition in high energy physics Rep. Prog. Phys. 50 473-500
2. Albrecht H et al 1995 Search for rare B decays Phys. Lett. B 353 554-62
3. ATLAS Collaboration 1997 ATLAS Inner Detector Technical Design Report vol I, CERN/LHCC/97-16, CERN
4. Grupen C 1996 Particle detectors Cambridge Monographs on Particle Physics
5. Kleinknecht K 1999 Detectors for Particle Radiation (Cambridge: Cambridge University Press)
6. Green D 2000 The Physics of Particle Detectors (Cambridge: Cambridge University Press)
7. Gluckstern R L 1963 Uncertainties in track momentum and direction, due to multiple scattering and measurement errors Nucl. Instrum. Methods 24 381-9
8. Carlin R et al (ZEUS Collaboration) 2003 The ZEUS microvertex detector Nucl. Instrum. Methods A 51123-37
9. Danilov M et al 1983 The ARGUS drift chamber Nucl. Instrum. Methods 217 153-9
10. Sciolla G et al (BaBar Collaboration) 1998 The babar drift chamber Nucl. Instrum. Methods A 419 310-14
11. Bruyant F, Lesceux J M and Plano R J 1980 The butterfly drift chamber geometry: an optimal four-plane drift chamber for use in a high track multiplicity environment Nucl. Instrum. Methods 176 409
12. Kind O et al 2003 A ROOT-based client-server event display for the zeus experiment Proc. Computing in High Energy Physics Conf. (La Jolla, 2003) Preprint hep-ex/0305095
13. Križan P et al 1994 HERA-B, an experiment to study CP violation at the HERA proton ring using an internal target Nucl. Instrum. Methods A 351 111-31
14. Hartouni E et al 1995 HERA-B: an experiment to study CP violation in the B system using an internal target at the HERA proton ring Design Report DESY-PRC-95-01
15. Mankel R 1998 The HERA-B experiment: overview and concepts Proc. International Conf. on High-Energy Physics (ICHEP 98) (Canada, Vancouver, 1998) vol 2, pp 1513-18
16. Wieman H et al 1997 STAR TPC at RHIC IEEE Trans. Nucl. Sci. NS-44 671-8
17. Thomas J H 2002 A TPC for measuring high multiplicity events at RHIC Nucl. Instrum. Methods A 478 166-9
18. Anderson M et al 2003 The STAR time projection chamber: a unique tool for studying high multiplicity events at RHIC Nucl. Instrum. Methods A 499 659-78
19. Taylor F E et al 1996 Design and performance of a 307 million pixel CCD vertex detector Proc. 28th International Conf. on High Energy Physics (ICHEP 96) (Warsaw, 1996) vol 2, pp 1739-42
20. Brandt S 1992 Datenanalyse Bibliographisches Institut Mannheim (in German)
21. Blobel V and Lohrmann E 1998 Statistische und Numerische Methoden der Datenanalyse (Leipzig: Teubner) (in German)
22. Bevington P and Robertson D 1992 Data Reduction and Error Analysis for the Physical Sciences (New York: McGraw Hill)
23. Eadie W T et al 1971 Statistical Methods in Experimental Physics (Amsterdam: North-Holland)
24. Frodesen A G, Skjeggestad O and Tofte H 1979 Probability and Statistics in Particle Physics Universitetsfarlaget
25. Kalman R E 1960 A new approach to linear filtering and prediction problems Trans. ASME J. Basic Eng. 82 35-45
26. Kalman R E and Bucy R S 1961 New results in linear filtering prediction theory Trans. ASME J. Basic Eng. 83 95-108
27. Billoir P 1984 Track fitting with multiple scattering: a new method Nucl. Instrum. Methods 225 352-66
28. Frühwirth R 1987 Application of Kalman filtering Nucl. Instrum. Methods A 262 444-50
29. Billoir P and Qian S 1990 Simultaneous pattern recognition and track fitting by the Kalman filtering method Nucl. Instrum. Methods A 294 219-28
30. Böck R H, Grote H, Notz D and Regler M 2000 Data Analysis Techniques for High-Energy Physics Experiments 2nd edn 1990 (with R. Frühwirth) (Cambridge: Cambridge University Press)
31. Brown D N, Charles E A and Roberts D A The BaBar track fitting algorithm Proc. Computing in High Energy Physics Conf. (Padova, 2000)
32. Mankel R and Spiridonov A 1999 Compatibility Analysis HERA-B Internal Note 99-111
33. Schulz H D and Stuckenberg H J 1981 Proc. Topical Conf. on Application of Microprocessors in High Energy Physics Experiments CERN 81-07
34. Koch N et al 1996 The ARGUS vertex trigger Nucl. Instrum. Methods A 373 387-405
35. Seidel S et al (ARGUS Collaboration) 1991 The ARGUS micro-vertex drift chamber Proc. APS Conf. Particles and Fields (Vancouver, 1991) vol 2, pp 1158-63
36. Dell'Orso M and Ristori L 1990 A highly parallel algorithm for track finding Nucl. Instrum. Methods A 287 436-8
37. Battaiotto P et al 1990 The tree-search processor for real-time track pattern recognition Nucl. Instrum. Methods A 287 431-5
38. Ackerstaff K et al 1998 The HERMES spectrometer Nucl. Instrum. Methods A 417 230-65
39. Blom J et al 1994 A fuzzy radon transform for track recognition Proc. Computing in High Energy Physics Conf. (San Francisco, 1994)
40. Gyulassy M and Harlander M 1991 Elastic tracking and neural network algorithms for complex pattern recognition Comput. Phys. Commun. 66 31-46
41. Antonov A 2003 (Moscow Engineering and Physics Institute) private communication
42. Hough P V C 1959 Machine analysis of bubble chamber pictures Int. Conf. on High Energy Accelerators and Instrumentation CERN, pp 554-6
43. Ohlsson M, Peterson C and Yuille A L 1992 Track finding with deformable templates: the elastic arms approach Comput. Phys. Commun. 71 77-98
44. Borgmeier C 1996 Global pattern recognition in the HERA-B tracking system Diploma Thesis Humboldt University Berlin (in German)
45. Schober T 1996 Investigation of Hough transforms as global approaches to pattern recognition in the HERA-B main tracking system Diploma Thesis Humboldt University Berlin (in German)
46. Anderson J A and Rosenfeld E 1988 Neurocomputing: Foundations of Research (Cambridge: MIT Press)
47. Hopfield J J 1982 Neural networks and physical systems with emergent collective computational abilities Proc. National Academy of Science, USA vol 79, pp 2554-8 Reprinted in [43]
48. Shrivastava Y, Dasgupta S and Reddy S M 1992 Guaranteed convergence in a class of Hopfield networks IEEE Trans. Neural Netw. 3 951-61 Reprinted in [43]
49. Denby B 1998 Neural networks and cellular automata in experimental high energy physics Comput. Phys. Commun. 49 429-48
50. Peterson C 1989 Track finding with neural networks Nucl. Instrum. Methods A 279 537-49
51. Stimpfl-Abele G and Garrido L 1991 Fast track finding with neural networks Comput. Phys. Common. 64 46-56
52. Mankel R 1997 Pattern recognition algorithms for B meson reconstruction in hadronic collisions Proc. Computing in High Energy Physics Conf. (Berlin, 1997) URL http://www.ifh.de/CHEP97/paper/183.ps
53. Abt I et al 2002 Cellular automaton and Kalman filter based track search in the HERA-B pattern tracker Nucl. Instrum. Methods A 490 546-58
54. Abt I et al 2002 CATS: a cellular automaton for tracking in silicon for the HERA-B vertex detector Nucl. Instrum. Methods A 489 389-405
55. Ohlsson M 1993 Extensions and explorations of the elastic arms algorithm Comput. Phys. Commun. 77 19-32
56. Peterson C and Söderberg B 1989 A new method for mapping optimization problems onto neural networks Int. J. Neural Syst. 13-22
57. Lindström M 1995 Track reconstruction in the ATLAS detector using elastic arms Nucl. Instrum. Methods A 357 129-49
58. Blancenbecler R 1994 Deformable templates-revised and extended-with an OOP implementation Comput. Phys. Commun. 81 318-34
59. Paus A 1997 Pattern recognition in the tracking system of the HERA-B detector with an clastic arms algorithm Diploma Thesis Humboldt University, Berlin (in German)
60. Fahlmann S E 1988 Faster-learning variations on back-propagation: an empirical study Proc. Connectionist Models Summer School (San Mateo, 1988)
61. Riedmiller A and Braun H 1993 A direct adaptive method for faster backpropagation learning: the RPROP algorithm Proc. IEEE International Conf. on Neural Networks (San Francisco, 1993)
62. Frühwirth R and Strandlie A 1999 Track fitting with ambiguities and noise: a study of elastic tracking and nonlinear filters Comput. Phys. Commun. 120 197-214
63. Strandlie A and Frühwirth R 2000 Adaptive multitrack fitting Comput. Phys. Commun. 133 34-42
64. Mankel R 1997 A concurrent track evolution algorithm for pattern recognition in the HERA-B main tracking system Nucl. Instrum. Methods A 395 169-84
65. Albrecht H private communication
66. Khanov A et al 2002 Tracking in CMS: software framework and tracker performance Nucl. Instrum. Methods A 478 460-4
67. Angarano M M et al (CMS Tracker Collaboration) 2003 The silicon strip tracker for CMS Nucl. Instrum. Methods A 501 93-9
68. Mankel R and Spiridonov A 1999 The concurrent track evolution algorithm: extension for track finding in the inhomogeneous magnetic field of the HERA-B spectrometer Nucl. Instrum. Methods A 426 268-82
69. Regler M, Frühwirth R and Mitaroff W 1996 Filter methods in track and vertex reconstruction Int. J. Mod. Phys. C 7 521-42
70. Mankel R 1996 Online track reconstruction for HERA-B Nucl. Instrum. Methods A 384 201-6
71. Press W H et al 1993 Numerical Recipes in C: The Art of Scientific Computing 2nd edn (Cambridge: Cambridge University Press)
72. Oest T 1997 Particle Tracing Through The HERA-B Magnetic Field HERA-B Internal Note 97-165
73. Bethe H A 1953 Molière's theory of multiple scattering Phys. Rev. 89 1256-66
74. Highland V L 1975 Some practical remarks on multiple scattering Nucl. Instrum. Methods 129 497-9
75. Highland V L 1979 Erratum Nucl. Instrum. Methods 161 171
76. Lynch G R and Dahl O L 1991 Approximations for multiple coulomb scattering Nucl. Instrum. Methods B 56-10
77. Lutz G 1988 Optimum track fitting in the presence of multiple scattering Nucl. Instrum. Methods A 273 349-374
78. Wolin E J and Ho L L 1993 Covariance matrices for track fitting with the Kalman filter Nucl. Instrum. Methods A 329 493-500
79. Mankel R The Object-Oriented Track Fit HERA-B Internal Note 98-079
80. Baum G et al (COMPASS Collaboration) Common Muon and Proton Apparatus for Structure and Spectroscopy (Proposal) CERN/SPSLC 96-14
81. Amato S et al (LHCb Collaboration) 1998 LHCB Technical Proposal CERN-LHCC-98-4, CERN-LHCC-P-4
82. Papavassiliou V et al (BTeV Collaboration) 2000 BTeV: a proposal for a new B physics experiment at the Fermilab tevatron collider (La Thuile 2000) Results And Perspectives in Particle Physics pp 843-64
83. Stampfer D, Regler M and Frühwirth R 1994 Track fitting with energy loss Comput. Phys. Commun. 79 157-64
84. Bethe H A and Heitler W 1934 Proc. R. 146 83
85. Kitagawa G 1989 Non-Gaussian seasonal adjustment Comput. Math. Appl. 18 503-14
86. Kitagawa G 1994 The two-filter formula for smoothing and an implementation of the Gaussian-Sum smoother Ann. Inst. Statist. Math. 46 605-23
87. Frühwirth R 1995 Track fitting with long-tailed noise: a Bayesin approach Comput. Phys. Commun. 85 189-99
88. Frühwirth R 1997 Track fitting with non-Gaussian noise Comput. Phys. Commun, 100 1-16
89. Frühwirth R and Regler M 2001 On the quantitative modelling of tails and core of multiple scattering by Gaussian mixtures Nucl. Instrum. Methods A 456 369
90. Frühwirth R and Frühwirth-Schnatter S 1998 On the treatment of energy loss in track fitting Comput. Phys. Commun. 110 80-6
91. Hartner G F 1998 VCTRAK Briefing: Pogram and Math ZEUS Internal Note 98-058
92. Billoir P and Qian S 1992 Fast vertex fitting with local parametrization of tracks Nucl. Instrum. Methods A 311 139-50
93. Frühwirth R et al 2003 New vertex reconstruction algorithms for CMS Proc. Computing in High Energy Physics Conf. (La Jolla, 2003) Preprint physics/0306012
94. Jackson D J 1997 A topological vertex reconstruction algorithm for hadronic jets Nucl. Instrum. Methods A 388 247-53
95. Lohse T 1995 Vertex Reconstruction and Fitting HERA-B Internal Note 95-013
96. Saxon D H 1985 Three-dimensional track and vertex fitting in chambers with stereo wires Nucl. Instrum. Methods A 234 258-66
97. Forden G E and Saxon D H 1986 Improving vertex position determination using a kinematic fit Nucl. Instrum. Methods A 248 439-50
98. Saxon D H 1987 Vertex detection and tracking at future accelerators Hadronic J. 10 117-39
99. Luchsinger R and Grab C 1993 Vertex reconstruction by means of the Kalman filter Comput. Phys. Commun. 76 263-80
100. Albrecht H et al 1990 Exclusive hadronic decays of B mesons Z Phys. C 48 543-51
101. Hagiwara K et al (Particle Data Group) 2002 Review of particle physics Phys. Rev. D 66