메뉴 건너뛰기




Volumn 2008, Issue 12273, 2008, Pages 19-28

Gaussian mixture implementations of probability hypothesis density filters for non-linear dynamical models

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING TECHNIQUES; FALSE ALARMS; GAUSSIAN; GAUSSIAN FILTERING; GAUSSIAN MIXTURES; GAUSSIANS; MISSED DETECTIONS; NON-LINEAR; PHD FILTERS; PROBABILITY HYPOTHESIS DENSITY FILTER; SIMULATED RESULTS; STATE VECTOR; TARGET DYNAMICS; TARGET STATE;

EID: 67650666207     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1049/ic:20080053     Document Type: Conference Paper
Times cited : (18)

References (20)
  • 1
    • 51449084121 scopus 로고    scopus 로고
    • Statistical Multisource Multitarget Information Fusion
    • R. P. S. Mahler. Statistical Multisource Multitarget Information Fusion. Artech House, 2007.
    • (2007) Artech House
    • Mahler, R.P.S.1
  • 2
    • 1642401353 scopus 로고    scopus 로고
    • Multitarget Bayes filtering via first-order multitarget moments
    • R. Mahler. Multitarget Bayes filtering via first-order multitarget moments. IEEE Transactions on Aerospace and Electronic Systems, 39, No.4:1152-1178, 2003.
    • (2003) IEEE Transactions on Aerospace and Electronic Systems , vol.39 , Issue.4 , pp. 1152-1178
    • Mahler, R.1
  • 3
    • 33747343251 scopus 로고    scopus 로고
    • The Gaussian Mixture Probability Hypothesis Density Filter
    • B. Vo and W. K. Ma. The Gaussian Mixture Probability Hypothesis Density Filter. IEEE Transactions on Signal Processing, Vol 54, No 11 pp. 4091-4104., 2006.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.11 , pp. 4091-4104
    • Vo, B.1    Ma, W.K.2
  • 6
    • 34347399281 scopus 로고    scopus 로고
    • IEEE Transactions on Signal Processing, Vol 55 No 7 Part 2
    • B. T. Vo, B-N. Vo, and A. Cantoni. Analytic Implementations of Probability Hypothesis Density Filters. IEEE Transactions on Signal Processing, Vol 55 No 7 Part 2, pages 3553-3567, 2007.
    • (2007) , pp. 3553-3567
    • Vo, B.T.1    Vo, B.-N.2    Cantoni, A.3
  • 8
    • 85024429815 scopus 로고    scopus 로고
    • R. E. Kalman. A new approach to linear filtering and prediction problems. Transactions of the ASME-Journal of Basic Engineering, 82(Series D):35-45, 1960.
    • R. E. Kalman. A new approach to linear filtering and prediction problems. Transactions of the ASME-Journal of Basic Engineering, 82(Series D):35-45, 1960.
  • 9
    • 84916593381 scopus 로고
    • A Bayesian approach to problems in stochastic estimation and control
    • Y. C. Ho and R. C. K. Lee. A Bayesian approach to problems in stochastic estimation and control. IEEE Trans. AC, AC-9:333-339, 1964.
    • (1964) IEEE Trans. AC , vol.AC-9 , pp. 333-339
    • Ho, Y.C.1    Lee, R.C.K.2
  • 10
    • 0001332237 scopus 로고
    • Stochastic processes and filtering theory
    • A. Jazwinski. Stochastic processes and filtering theory. Academic Press, 1970.
    • (1970) Academic Press
    • Jazwinski, A.1
  • 12
    • 0003720618 scopus 로고    scopus 로고
    • Advances in Derivative Free State Estimation
    • Technical Report: IMM-REP-1998-15, Technical University of Denmark
    • M. Norgaard, N. K. Poulson, and O. Ravn. Advances in Derivative Free State Estimation. Technical Report: IMM-REP-1998-15, Technical University of Denmark, 2000.
    • (2000)
    • Norgaard, M.1    Poulson, N.K.2    Ravn, O.3
  • 13
    • 0034186948 scopus 로고    scopus 로고
    • Gaussian Filters for Nonlinear Filtering Problems
    • K. Ito and K. Xiong. Gaussian Filters for Nonlinear Filtering Problems. IEEE Transactions on Automatic Control, Vol 45 No 5, pages 910-927, 2000.
    • (2000) IEEE Transactions on Automatic Control , vol.45 , Issue.5 , pp. 910-927
    • Ito, K.1    Xiong, K.2
  • 14
    • 67650704827 scopus 로고    scopus 로고
    • S. Julier and J. Uhlmann. A new extension of the kalman filter to nonlinear systems. In Int. Symp. Aerospace/Defense Sensing, Simul. and Controls, Orlando, FL., 1997.
    • S. Julier and J. Uhlmann. A new extension of the kalman filter to nonlinear systems. In Int. Symp. Aerospace/Defense Sensing, Simul. and Controls, Orlando, FL., 1997.
  • 15
    • 33744532631 scopus 로고    scopus 로고
    • Quasi-Monte Carlo Filtering in Nonlinear Dynamical Systems
    • D. Gao and X. Wang. Quasi-Monte Carlo Filtering in Nonlinear Dynamical Systems. IEEE Transactions on Signal Processing, Vol 54 No 6, pages 2087-2098, 2006.
    • (2006) IEEE Transactions on Signal Processing , vol.54 , Issue.6 , pp. 2087-2098
    • Gao, D.1    Wang, X.2
  • 16
    • 29544444487 scopus 로고    scopus 로고
    • Using random quasi-monte carlo within particle filters, with application to financial time series
    • P. Fearnhead. Using random quasi-monte carlo within particle filters, with application to financial time series. J. Computational Graphical Statistics, Vol 14, pages 751-769, 2005.
    • (2005) J. Computational Graphical Statistics , vol.14 , pp. 751-769
    • Fearnhead, P.1
  • 18
    • 34548800807 scopus 로고    scopus 로고
    • Gaussian Particle Implementations of Probability Hypothesis Density Filters
    • Big Sky, Montana, USA
    • D. Clark, B-T. Vo, and B-N. Vo. Gaussian Particle Implementations of Probability Hypothesis Density Filters. IEEE Aerospace Conference, Big Sky, Montana, USA, 2007.
    • (2007) IEEE Aerospace Conference
    • Clark, D.1    Vo, B.-T.2    Vo, B.-N.3
  • 19
    • 27544460134 scopus 로고    scopus 로고
    • Sequential Monte Carlo methods for Multi-target Filtering with Random Finite Sets
    • B. Vo, S. Singh, and A. Doucet. Sequential Monte Carlo methods for Multi-target Filtering with Random Finite Sets. IEEE Trans. Aerospace Elec. Systems, 41, No.4:1224-1245, 2005.
    • (2005) IEEE Trans. Aerospace Elec. Systems , vol.41 , Issue.4 , pp. 1224-1245
    • Vo, B.1    Singh, S.2    Doucet, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.