메뉴 건너뛰기




Volumn 29, Issue 6, 2011, Pages 951-997

On the Stability and the Approximation of Branching Distribution Flows, with Applications to Nonlinear Multiple Target Filtering

Author keywords

Bernoulli filter; Functional contraction inequalities; Interacting particle systems; Nonlinear multi target filtering; Particle filters; Probability hypothesis density filter; Semigroup stability

Indexed keywords


EID: 84855856864     PISSN: 07362994     EISSN: 15329356     Source Type: Journal    
DOI: 10.1080/07362994.2011.598797     Document Type: Article
Times cited : (11)

References (30)
  • 3
    • 33745684755 scopus 로고    scopus 로고
    • Convergence results for the particle PHD filter
    • Clark, D.E., and Bell, J. 2006. Convergence results for the particle PHD filter. Signal Processing, IEEE Transactions 54:2652-2661.
    • (2006) Signal Processing, IEEE Transactions , vol.54 , pp. 2652-2661
    • Clark, D.E.1    Bell, J.2
  • 7
    • 5644220547 scopus 로고    scopus 로고
    • Particle motions in absorbing medium with hard and soft obstacles
    • Del Moral, P., and Doucet, A. 2005. Particle motions in absorbing medium with hard and soft obstacles. Stoch. Anal. Appl. 22(5): 1175-1207.
    • (2005) Stoch. Anal. Appl. , vol.22 , Issue.5 , pp. 1175-1207
    • Del Moral, P.1    Doucet, A.2
  • 8
    • 84893449458 scopus 로고    scopus 로고
    • A mean field theory of nonlinear filtering
    • In:, In: Cristan D., editorsRosovsky B., editors Oxford University Press
    • Del Moral, P., Patras, F., and Rubenthaler, S. 2008. A mean field theory of nonlinear filtering. In: Oxford Handbook of Nonlinear Filtering, Cristan, D., and Rosovsky, B., Eds. Oxford University Press, Oxford, UK, 705-740.
    • (2008) Oxford Handbook of Nonlinear Filtering , pp. 705-740
    • Del Moral, P.1    Patras, F.2    Rubenthaler, S.3
  • 9
    • 0346958576 scopus 로고    scopus 로고
    • Particle approximations of Lyapunov exponents connected to Schrödinger operators and Feynman-Kac semigroups
    • Del Moral, P., and Miclo, L. 2003. Particle approximations of Lyapunov exponents connected to Schrödinger operators and Feynman-Kac semigroups. ESAIM: Probability and Statistics 7:171-208.
    • (2003) ESAIM: Probability and Statistics , vol.7 , pp. 171-208
    • Del Moral, P.1    Miclo, L.2
  • 16
    • 0002474743 scopus 로고    scopus 로고
    • A theoretical foundation for the Stein-Winter Probability Hypothesis Density (PHD) multi-target tracking approach
    • San Antonio TX
    • Mahler, R. 2000. A theoretical foundation for the Stein-Winter Probability Hypothesis Density (PHD) multi-target tracking approach. Proceedings MSS National Symposium on Sensor and Data Fusion, Vol. I, San Antonio TX.
    • (2000) Proceedings MSS National Symposium on Sensor and Data Fusion , vol.I
    • Mahler, R.1
  • 17
    • 1642401353 scopus 로고    scopus 로고
    • Multi-target Bayes filtering via first-order multi-target moments
    • Mahler, R. 2003. Multi-target Bayes filtering via first-order multi-target moments. IEEE Trans. Aerospace & Electronic Systems 39:1152-1178.
    • (2003) IEEE Trans. Aerospace & Electronic Systems , vol.39 , pp. 1152-1178
    • Mahler, R.1
  • 19
    • 0022723742 scopus 로고
    • Tracking and identifying multiple targets without a priori identifications
    • Mori, S., Chong, C., Tse, E., and Wishner, R. 1986. Tracking and identifying multiple targets without a priori identifications. IEEE Trans. Automatic Control 21:401-409.
    • (1986) IEEE Trans. Automatic Control , vol.21 , pp. 401-409
    • Mori, S.1    Chong, C.2    Tse, E.3    Wishner, R.4
  • 21
    • 33751003537 scopus 로고    scopus 로고
    • Rao-Blackwellized particle filter for multiple target tracking
    • Sarkka, S., Vehtari, A., and Lampinen, J. 2007. Rao-Blackwellized particle filter for multiple target tracking. Information Fusion Journal 8:2-15.
    • (2007) Information Fusion Journal , vol.8 , pp. 2-15
    • Sarkka, S.1    Vehtari, A.2    Lampinen, J.3
  • 24
    • 27544460134 scopus 로고    scopus 로고
    • Sequential Monte Carlo methods for Bayesian multi-target filtering with random finite sets
    • Vo, B.N., Singh, S.S., and Doucet, A. 2005. Sequential Monte Carlo methods for Bayesian multi-target filtering with random finite sets. IEEE Trans. Aerospace Elec. Systems 41:1224-1245.
    • (2005) IEEE Trans. Aerospace Elec. Systems , vol.41 , pp. 1224-1245
    • Vo, B.N.1    Singh, S.S.2    Doucet, A.3
  • 26
    • 33747343251 scopus 로고    scopus 로고
    • The Gaussian mixture probability hypothesis density filter
    • Vo, B.-N., and Ma, W.-K. 2006. The Gaussian mixture probability hypothesis density filter. IEEE Trans. Signal Processing 54:4091-4104.
    • (2006) IEEE Trans. Signal Processing , vol.54 , pp. 4091-4104
    • Vo, B.-N.1    Ma, W.-K.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.