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Volumn , Issue , 2012, Pages 309-316

Target tracking for an unknown and time-varying number of targets via particle filtering

Author keywords

MAP based method; multi target tracking; particle filters; track before detect

Indexed keywords

COMPUTATIONAL COSTS; COMPUTATIONAL POWER; ESTIMATION PERFORMANCE; FALSE ALARMS; FINITE NUMBER; LIKELIHOOD RATIO TESTS; MAP-BASED METHOD; MAXIMUM A POSTERIORS; MONITORING CHANGE; MULTI-TARGET TRACKING; NUMERICAL EXAMPLE; PARTICLE FILTER; PARTICLE FILTERING; PRIOR INFORMATION; SAMPLING METHOD; STATE SPACE; THRESHOLDING; TIME VARYING; TRACK BEFORE DETECT; TRACK INITIALIZATION; TRACK INITIATION; TRACK MAINTENANCE; TRACKING METHOD; TWO-LAYER STRUCTURES;

EID: 84867652206     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (5)

References (18)
  • 1
    • 0036475447 scopus 로고    scopus 로고
    • A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking
    • M. S. Arulampalam, S. Maskell, N. Gordon et al., "A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking," IEEE Trans. Signal Process., vol. 50, no. 2, pp. 174-188, 2002.
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.2 , pp. 174-188
    • Arulampalam, M.S.1    Maskell, S.2    Gordon, N.3
  • 3
    • 29844446586 scopus 로고    scopus 로고
    • Multitarget tracking using the joint multitarget probability density
    • C. Kreucher, K. Kastella, and A. O. Hero, III, "Multitarget tracking using the joint multitarget probability density," IEEE Trans. Aerosp. Electron. Syst., vol. 41, no. 4, pp. 1396-1414, 2005.
    • (2005) IEEE Trans. Aerosp. Electron. Syst. , vol.41 , Issue.4 , pp. 1396-1414
    • Kreucher, C.1    Kastella, K.2    Hero III, A.O.3
  • 4
    • 34247863674 scopus 로고    scopus 로고
    • A Bayesian Approach to Multiple Target Detection and Tracking
    • M. R. Morelande, C. M. Kreucher, and K. Kastella, "A Bayesian Approach to Multiple Target Detection and Tracking," IEEE Trans. Signal Process., vol. 55, no. 5, pp. 1589-1604, 2007.
    • (2007) IEEE Trans. Signal Process. , vol.55 , Issue.5 , pp. 1589-1604
    • Morelande, M.R.1    Kreucher, C.M.2    Kastella, K.3
  • 5
    • 80052908687 scopus 로고    scopus 로고
    • Two-layer particle filter for multiple target detection and tracking using a sensor network
    • submitted to
    • A. F. Garcia-Fernandez, J. Grajal, and M. R. Morelande, "Two-layer particle filter for multiple target detection and tracking using a sensor network," 2011. submitted to IEEE Trans. Aerosp. Electron. Syst.
    • (2011) IEEE Trans. Aerosp. Electron. Syst.
    • Garcia-Fernandez, A.F.1    Grajal, J.2    Morelande, M.R.3
  • 7
    • 6344276484 scopus 로고    scopus 로고
    • Multitarget particle filter track before detect application
    • Y. Boers, and J. N. Driessen, "Multitarget particle filter track before detect application," Proc. Inst. Elect. Eng. -Radar, Sonar, Navigation,, vol. 151, no. 6, pp. 351-357, 2004.
    • (2004) Proc. Inst. Elect. Eng. -Radar, Sonar, Navigation , vol.151 , Issue.6 , pp. 351-357
    • Boers, Y.1    Driessen, J.N.2
  • 8
    • 77955813587 scopus 로고    scopus 로고
    • Acoustic source localization and tracking using track before detect
    • Aug.
    • M. Fallon and S. Godsill, "Acoustic source localization and tracking using track before detect," IEEE Trans. Audio, Speech, Lang. Process., vol. 18, no. 6, pp. 1228C1242, Aug. 2010.
    • (2010) IEEE Trans. Audio, Speech, Lang. Process. , vol.18 , Issue.6
    • Fallon, M.1    Godsill, S.2
  • 10
    • 0032046086 scopus 로고    scopus 로고
    • Unresolved Rayleigh target detection using monopulse measurements
    • W. Blair and M. Brandt-Pearce, "Unresolved Rayleigh target detection using monopulse measurements," IEEE Trans. Aerosp. Electron. Syst., vol. 34, no. 2, pp. 543552, 1998.
    • (1998) IEEE Trans. Aerosp. Electron. Syst. , vol.34 , Issue.2 , pp. 543552
    • Blair, W.1    Brandt-Pearce, M.2
  • 11
    • 0036475204 scopus 로고    scopus 로고
    • A Bayesian approach to tracking multiple targets using sensor arrays and particle filters
    • M. Orton, and W. Fitzgerald, "A Bayesian approach to tracking multiple targets using sensor arrays and particle filters," IEEE Trans. Signal Process., vol. 50, no. 2, pp. 216-223, 2002.
    • (2002) IEEE Trans. Signal Process. , vol.50 , Issue.2 , pp. 216-223
    • Orton, M.1    Fitzgerald, W.2
  • 12
    • 0002205556 scopus 로고    scopus 로고
    • Rao-Blackwellisation of sampling schemes
    • Mar
    • G. Casella, and C. P. Robert, "Rao-Blackwellisation of sampling schemes," Biometrika, vol. 83, no. 1, pp. 81-94, Mar, 1996.
    • (1996) Biometrika , vol.83 , Issue.1 , pp. 81-94
    • Casella, G.1    Robert, C.P.2
  • 13
    • 1542427941 scopus 로고    scopus 로고
    • Filtering via simulation: Auxiliary particle filters
    • M. K. Pitt, and N. Shephard, "Filtering via simulation: auxiliary particle filters," J. Amer. Stat. Assoc., vol. 94, no. 446, pp. 590(1), 1999.
    • (1999) J. Amer. Stat. Assoc. , vol.94 , Issue.446
    • Pitt, M.K.1    Shephard, N.2
  • 14
    • 0025404228 scopus 로고
    • Efficient algorithms for finding the K best paths through a trellis
    • D. A. Castanon, "Efficient algorithms for finding the K best paths through a trellis," IEEE Trans. Aerosp. Electron. Syst., vol. 26, no. 2, pp. 405-410, 1990.
    • (1990) IEEE Trans. Aerosp. Electron. Syst. , vol.26 , Issue.2 , pp. 405-410
    • Castanon, D.A.1
  • 15
    • 0021786682 scopus 로고
    • Dynamic Programming Solution for Detecting Dim Moving Targets
    • Y. Barniv, "Dynamic Programming Solution for Detecting Dim Moving Targets," IEEE Trans. Aerosp. Electron. Syst., vol. AES-21, pp. 144-156, 1985.
    • (1985) IEEE Trans. Aerosp. Electron. Syst. , vol.AES-21 , pp. 144-156
    • Barniv, Y.1
  • 16
    • 0000195285 scopus 로고
    • A dynamic programming approach to trajectory estimation
    • R. Larson and J. Peschon, "A dynamic programming approach to trajectory estimation," IEEE Trans. Autom. Control, vol. 11, pp. 537-540, 1966.
    • (1966) IEEE Trans. Autom. Control , vol.11 , pp. 537-540
    • Larson, R.1    Peschon, J.2
  • 17
    • 84873803609 scopus 로고    scopus 로고
    • A computationally efficient particle filter for multi-target tracking using an independence assumption
    • submitted to
    • W. Yi, M. R. Morelande, L. J. Kong, and J. Y. Yang, "A computationally efficient particle filter for multi-target tracking using an independence assumption," submitted to IEEE Trans. Signal Process..
    • IEEE Trans. Signal Process.
    • Yi, W.1    Morelande, M.R.2    Kong, L.J.3    Yang, J.Y.4
  • 18
    • 77956742856 scopus 로고    scopus 로고
    • Joint detection and estimation of multiple objects from image observations
    • Oct.
    • V. Ba-Ngu, V. Ba-Tuong, P. Nam-Trung, and D. Suter, "Joint detection and estimation of multiple objects from image observations," IEEE Trans. Signal Process., vol. 58, pp. 5129-51415141, Oct. 2010.
    • (2010) IEEE Trans. Signal Process. , vol.58 , pp. 5129-51415141
    • Ba-Ngu, V.1    Ba-Tuong, V.2    Nam-Trung, P.3    Suter, D.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.