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Volumn 45, Issue 3, 2009, Pages 919-936

A Gaussian mixture PHD filter for jump Markov system models

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED FORM SOLUTIONS; DATA ASSOCIATION; EFFICIENT METHOD; GAUSSIAN MIXTURES; GAUSSIANS; JUMP MARKOV SYSTEM; LINEAR GAUSSIAN MODEL; MANEUVERING TARGETS; MULTIPLE TARGETS; MULTITARGET; NON-LINEAR MODEL; PHD FILTERS; PROBABILITY HYPOTHESIS DENSITY FILTER; RECURSIONS; STATISTICAL LINEAR REGRESSIONS; SWITCHING DYNAMICS; TIME VARYING;

EID: 72649096658     PISSN: 00189251     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAES.2009.5259174     Document Type: Article
Times cited : (221)

References (35)
  • 4
    • 27544508858 scopus 로고    scopus 로고
    • Survey of maneuvering target tracking. Part V: Multiple-model methods
    • DOI 10.1109/TAES.2005.1561886
    • Li, X-R., and Jilkov, V. Survey of maneuvering target tracking. Part V: Multiple-model methods. IEEE Transactions on Aerospace and Electronic Systems, 41, 4 (2005), 1255-1321. (Pubitemid 43033916)
    • (2005) IEEE Transactions on Aerospace and Electronic Systems , vol.41 , Issue.4 , pp. 1255-1321
    • Li, X.R.1    Jilkov, V.P.2
  • 5
    • 0024057021 scopus 로고
    • The interacting multiple model algorithm for systems with Markovian switching coefficients
    • Blom, H., and Bar-Shalom, Y. The interacting multiple model algorithm for systems with Markovian switching coefficients. IEEE Transactions on Automatic Control, AC-33 (1988), 780-783.
    • (1988) IEEE Transactions on Automatic Control , vol.AC-33 , pp. 780-783
    • Blom, H.1    Bar-Shalom, Y.2
  • 6
    • 0002281461 scopus 로고
    • Tracking splitting targets in clutter by using an interactive multiple model joint probabilistic data association filter
    • Norwood, MA: Artech House
    • Bar-Shalom, Y., Chang, K. C., and Blom, H. Tracking splitting targets in clutter by using an interactive multiple model joint probabilistic data association filter. In Multitarget Multisensor Tracking: Applications and Advances, vol.II, Norwood, MA: Artech House, 1992, 93-110.
    • (1992) Multitarget Multisensor Tracking: Applications and Advances , vol.2 , pp. 93-110
    • Bar-Shalom, Y.1    Chang, K.C.2    Blom, H.3
  • 7
    • 84901474664 scopus 로고    scopus 로고
    • Combining IMM and JPDA for tracking multiple maneuvering targets in clutter
    • Cairns, Australia
    • H. Blom, and Bloem, E. Combining IMM and JPDA for tracking multiple maneuvering targets in clutter. In Proceedings of the International Conference on Information Fusion, vol.1, Cairns, Australia, 2002, 705-712.
    • (2002) Proceedings of the International Conference on Information Fusion , vol.1 , pp. 705-712
    • Blom, H.1    Bloem, E.2
  • 8
    • 2542620007 scopus 로고    scopus 로고
    • Tracking of multiple maneuvering targets in clutter using multiple sensors IMM and JPDA coupled filtering
    • Tugnait, J. Tracking of multiple maneuvering targets in clutter using multiple sensors, IMM, and JPDA coupled filtering. IEEE Transactions on Aerospace and Electronic Systems, 40, 1 (2004), 320-330.
    • (2004) IEEE Transactions on Aerospace and Electronic Systems , vol.40 , Issue.1 , pp. 320-330
    • Tugnait, J.1
  • 9
    • 23944503351 scopus 로고    scopus 로고
    • Tracking of multiple maneuvering targets in clutter with possibly unresolved measurements using IMM and JPDAM coupled filtering
    • Jeong, S., and Tugnait, J. K. Tracking of multiple maneuvering targets in clutter with possibly unresolved measurements using IMM and JPDAM coupled filtering. In Proceedings of the American Control Conference, 2005, 1257-1262.
    • (2005) Proceedings of the American Control Conference , pp. 1257-1262
    • Jeong, S.1    Tugnait, J.K.2
  • 11
    • 0033908869 scopus 로고    scopus 로고
    • Fixed-interval retrodiction approach to Bayesian IMM-MHT for maneuvering multiple targets
    • Koch, W. Fixed-interval retrodiction approach to Bayesian IMM-MHT for maneuvering multiple targets. IEEE Transactions on Aerospace and Electronic Systems, 36, 1 (2000), 2-14.
    • (2000) IEEE Transactions on Aerospace and Electronic Systems , vol.36 , Issue.1 , pp. 2-14
    • Koch, W.1
  • 12
    • 1642401353 scopus 로고    scopus 로고
    • Multi-target Bayes filtering via first-order multi-target moments
    • Mahler, R. Multi-target Bayes filtering via first-order multi-target moments. IEEE Transactions on Aerospace and Electronic Systems, 39, 4 (2003), 1152-1178.
    • (2003) IEEE Transactions on Aerospace and Electronic Systems , vol.39 , Issue.4 , pp. 1152-1178
    • Mahler, R.1
  • 15
    • 27544460134 scopus 로고    scopus 로고
    • Sequential Monte Carlo methods for multi-target filtering with random finite sets
    • Vo, B., Singh, S., and Doucet, A. Sequential Monte Carlo methods for multi-target filtering with random finite sets. IEEE Transactions on Aerospace and Electronic Systems, 41, 4 (2005), 1224-1245.
    • (2005) IEEE Transactions on Aerospace and Electronic Systems , vol.41 , Issue.4 , pp. 1224-1245
    • Vo, B.1    Singh, S.2    Doucet, A.3
  • 16
    • 33747343251 scopus 로고    scopus 로고
    • The Gaussian mixture probability hypothesis density filter
    • DOI 10.1109/TSP.2006.881190
    • Vo, B., and Ma, W. K. The Gaussian mixture probability hypothesis density filter. IEEE Transactions on Signal Processing, 54, 11 (2006), 4091-4104. (Pubitemid 44637744)
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4091-4104
    • Vo, B.-N.1    Ma, W.-K.2
  • 18
    • 21244437999 scopus 로고    scopus 로고
    • Unscented filtering and nonlinear estimation
    • Julier, S. J., and Uhlmann, J. K. Unscented filtering and nonlinear estimation. In Proceedings of the IEEE, 92, 3 (2004), 401-422.
    • (2004) Proceedings of the IEEE , vol.92 , Issue.3 , pp. 401-422
    • Julier, S.J.1    Uhlmann, J.K.2
  • 19
    • 0003772893 scopus 로고    scopus 로고
    • An introduction to multisource-multitarget statistics and applications
    • Mahler, R. An introduction to multisource-multitarget statistics and applications. Lockheed Martin Technical Monograph, 2000.
    • (2000) Lockheed Martin Technical Monograph
    • Mahler, R.1
  • 22
    • 33646822136 scopus 로고    scopus 로고
    • Locating an unknown time-varying number of speakers: A Bayesian random finite set approach
    • Speech, Signal Processing, Philadelphia
    • Vo, B., Ma, W. K., and Singh, S. Locating an unknown time-varying number of speakers: A Bayesian random finite set approach. In Proceedings of the 2005 IEEE International Conference on Acoustics, Speech, Signal Processing, vol.4, Philadelphia, 2005, 1073-1076.
    • (2005) Proceedings of the 2005 IEEE International Conference on Acoustics , vol.4 , pp. 1073-1076
    • Vo, B.1    Ma, W.K.2    Singh, S.3
  • 23
    • 33750390953 scopus 로고    scopus 로고
    • Tracking an unknown and time varying number of speakers using TDOA measurements: A random finite set approach
    • Ma, W. K., Vo, B., Singh, S., and Baddeley, A. Tracking an unknown and time varying number of speakers using TDOA measurements: A random finite set approach. IEEE Transactions on Signal Processing, 54, 9 (2006), 3291-3304.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.9 , pp. 3291-3304
    • Ma, W.K.1    Vo, B.2    Singh, S.3    Baddeley, A.4
  • 26
    • 27144462075 scopus 로고    scopus 로고
    • Bayesian multiple target tracking in forward scan sonar images using the PHD filter
    • Oct.
    • Clark, D., and Bell, J. Bayesian multiple target tracking in forward scan sonar images using the PHD filter. IEE Radar, Sonar and Navigation, 152, 5 (Oct. 2005), 327-334.
    • (2005) IEE Radar Sonar and Navigation , vol.152 , Issue.5 , pp. 327-334
    • Clark, D.1    Bell, J.2
  • 35
    • 0036687287 scopus 로고    scopus 로고
    • A new method for the nonlinear transformation of means and covariances in the filters and estimators
    • Lefebvre, T., Bruyninckx, H., and Schutter, J. D. Comment on "A new method for the nonlinear transformation of means and covariances in the filters and estimators". IEEE Transactions on Automatic Control, AC-47, 8 (2002), 1406-1409.
    • (2002) IEEE Transactions on Automatic Control , vol.AC-47 , Issue.8 , pp. 1406-1409
    • Lefebvre, T.1    Bruyninckx, H.2    Schutter, J.D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.