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Volumn 21, Issue 4, 2008, Pages 341-351

Gaussian sum PHD filtering algorithm for nonlinear non-Gaussian models

Author keywords

Gaussian sum probability hypothesis density; Nonlinear non Gaussian; Signal processing; Simulation; Tracking

Indexed keywords

GAUSSIAN DISTRIBUTION; PROBABILITY; PROBABILITY DENSITY FUNCTION; SIGNAL FILTERING AND PREDICTION; SIGNAL PROCESSING; SURFACE DISCHARGES; TARGET TRACKING; TRACKING (POSITION);

EID: 50849138465     PISSN: 10009361     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1000-9361(08)60045-X     Document Type: Article
Times cited : (28)

References (27)
  • 1
    • 33750838172 scopus 로고    scopus 로고
    • Approaches to multisensor data fusion in target tracking: A survey
    • Smith D, Singh S. Approaches to multisensor data fusion in target tracking: a survey. IEEE Transactions on Knowledge and Data Engineering 2006; 18(12):1696-1710.
    • (2006) IEEE Transactions on Knowledge and Data Engineering , vol.18 , Issue.12 , pp. 1696-1710
    • Smith, D.1    Singh, S.2
  • 3
    • 0016552254 scopus 로고
    • Tracking in a cluttered environment with probabilistic data association
    • Bar-Shalom Y, Tse E. Tracking in a cluttered environment with probabilistic data association. Automatics 1975; 11(5):451-460.
    • (1975) Automatics , vol.11 , Issue.5 , pp. 451-460
    • Bar-Shalom, Y.1    Tse, E.2
  • 5
    • 85031385346 scopus 로고
    • Multi-sensor data fusion and its applications
    • University Press
    • Yang W H. Multi-sensor data fusion and its applications. Xi'an: Xi Than University Press, 1995.
    • (1995) Xi'an: Xi Than
    • Yang, W.H.1
  • 8
    • 34548452100 scopus 로고    scopus 로고
    • The marginal Rao-Blackwellized particle filter for mixed linear/nonlinear state space models
    • Ym J J, Zhang J Q, Klaas M. The marginal Rao-Blackwellized particle filter for mixed linear/nonlinear state space models. Chinese Journal of Aeronautics 2007; 20(4): 346-352.
    • (2007) Chinese Journal of Aeronautics , vol.20 , Issue.4 , pp. 346-352
    • Ym, J.J.1    Zhang, J.Q.2    Klaas, M.3
  • 9
    • 27544460134 scopus 로고    scopus 로고
    • Sequential Monte Carlo methods for multi-target filtering with random finite sets
    • Vo B, Singh S, Doucet A. Sequential Monte Carlo methods for multi-target filtering with random finite sets. IEEE Transactions on Aerospace & Electronic Systems 2005; 41(4): 1224-1245.
    • (2005) IEEE Transactions on Aerospace & Electronic Systems , vol.41 , Issue.4 , pp. 1224-1245
    • Vo, B.1    Singh, S.2    Doucet, A.3
  • 10
    • 34548149479 scopus 로고    scopus 로고
    • Vihola M. Rao-Blackwellised particle filtering in random set multitarget tracking. IEEE Transactions on Aerospace & Electronic Systems 2007; 43(2): 689-705.
    • Vihola M. Rao-Blackwellised particle filtering in random set multitarget tracking. IEEE Transactions on Aerospace & Electronic Systems 2007; 43(2): 689-705.
  • 11
    • 33751003537 scopus 로고    scopus 로고
    • Rao-Blackwellized particle filter for multiple target tracking
    • Sarkka S, Vehtari A, Lampinen J. Rao-Blackwellized particle filter for multiple target tracking. Information Fusion 2007; 8(1): 2-15.
    • (2007) Information Fusion , vol.8 , Issue.1 , pp. 2-15
    • Sarkka, S.1    Vehtari, A.2    Lampinen, J.3
  • 12
    • 1642401353 scopus 로고    scopus 로고
    • Multitarget Bayes filtering via first-order multitarget moments
    • Mahler R. Multitarget Bayes filtering via first-order multitarget moments IEEE Transactions on Aerospace & Electronic Systems 2003; 39(4):1152-1178.
    • (2003) IEEE Transactions on Aerospace & Electronic Systems , vol.39 , Issue.4 , pp. 1152-1178
    • Mahler, R.1
  • 13
    • 6344245353 scopus 로고    scopus 로고
    • Sequential Monte Carlo implementation of the PHD filter for multi-target tracking
    • Vo B, Singh S, Doucet A. Sequential Monte Carlo implementation of the PHD filter for multi-target tracking. Proc FUSION 2003. 2003; 792-799.
    • (2003) Proc FUSION 2003 , pp. 792-799
    • Vo, B.1    Singh, S.2    Doucet, A.3
  • 14
    • 33847128509 scopus 로고    scopus 로고
    • A closed form solution for the probability hypothesis density filter
    • Vo B, Ma W K. A closed form solution for the probability hypothesis density filter. Proc FUSION 2005. 2005; 2: 1-8.
    • (2005) Proc FUSION , vol.2005 , Issue.2 , pp. 1-8
    • Vo, B.1    Ma, W.K.2
  • 15
    • 84944879697 scopus 로고    scopus 로고
    • Random finite sets and sequential Monte Carlo methods in multi-target tracking
    • Vo B, Singh S, Doucet A. Random finite sets and sequential Monte Carlo methods in multi-target tracking. Proc RADAR' 2003. 2003; 486-491.
    • (2003) Proc RADAR' 2003 , pp. 486-491
    • Vo, B.1    Singh, S.2    Doucet, A.3
  • 16
    • 33747343251 scopus 로고    scopus 로고
    • The Gaussian mixture probability hypothesis density filter
    • Vo B, Ma W K. The Gaussian mixture probability hypothesis density filter. IEEE Transactions on Signal Processing 2006; 54(11): 4091-4014.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4091-4014
    • Vo, B.1    Ma, W.K.2
  • 17
    • 0027580559 scopus 로고
    • Novel approach to nonlinear/non-Gaussian Bayesian state estimation
    • Gordon N J, Sahnond D J, Smith A F M. Novel approach to nonlinear/non-Gaussian Bayesian state estimation. IEE Proceedings-F 1993; 140(2): 107-113.
    • (1993) IEE Proceedings-F , vol.140 , Issue.2 , pp. 107-113
    • Gordon, N.J.1    Sahnond, D.J.2    Smith, A.F.M.3
  • 18
    • 0001460136 scopus 로고    scopus 로고
    • On sequential Monte Carlo sampling methods for Bayesian filtering
    • Doucet A, Godsill S, Christophe A. On sequential Monte Carlo sampling methods for Bayesian filtering. Statistics and Computing 2000; 10: 197-208.
    • (2000) Statistics and Computing , vol.10 , pp. 197-208
    • Doucet, A.1    Godsill, S.2    Christophe, A.3
  • 20
    • 84879402012 scopus 로고    scopus 로고
    • Freitas N. Rao-Blackwellised particle filtering for fault diagnosis. IEEE Aerospace Conference Proceedings. 2002; 4: 1767-1772.
    • Freitas N. Rao-Blackwellised particle filtering for fault diagnosis. IEEE Aerospace Conference Proceedings. 2002; 4: 1767-1772.
  • 21
    • 0015385037 scopus 로고
    • Nonlinear Bayesian estimation using gaussian sum approximations
    • Alspach D L, Sorenson S W. Nonlinear Bayesian estimation using gaussian sum approximations IEEE Transaction on Automatic Control 1972; 17 (4): 439-448.
    • (1972) IEEE Transaction on Automatic Control , vol.17 , Issue.4 , pp. 439-448
    • Alspach, D.L.1    Sorenson, S.W.2
  • 23
    • 34147098910 scopus 로고    scopus 로고
    • Convergence analysis of the Gaussian mixture PHD filter
    • Clark D, Vo B. Convergence analysis of the Gaussian mixture PHD filter. IEEE Transactions on Signal Processing 2007; 55(4): 1204-1212.
    • (2007) IEEE Transactions on Signal Processing , vol.55 , Issue.4 , pp. 1204-1212
    • Clark, D.1    Vo, B.2
  • 25
    • 21244437999 scopus 로고    scopus 로고
    • Unscented filtering and nonlinear estimation
    • Julier S J, Uhlmann J K. Unscented filtering and nonlinear estimation. Proceedings of the IEEE. 2004; 92 (3): 401-422.
    • (2004) Proceedings of the IEEE , vol.92 , Issue.3 , pp. 401-422
    • Julier, S.J.1    Uhlmann, J.K.2
  • 26
    • 0034186948 scopus 로고    scopus 로고
    • Gaussian filters for nonlinear filtering problems
    • Ito K, Xiong K Q. Gaussian filters for nonlinear filtering problems. IEEE Transaction on Automatic Control 2000; 45(5): 910-927.
    • (2000) IEEE Transaction on Automatic Control , vol.45 , Issue.5 , pp. 910-927
    • Ito, K.1    Xiong, K.Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.