Optics and Precision Engineering, Volume. 17, Issue 9, 2342(2009)

Track-before-detection for multi weak targets based on Rao-Blackwellized particle filter

LI Cui-yun* and JI Hong-bing
Author Affiliations
  • [in Chinese]
  • show less
    References(13)

    [1] [1] BORES Y,DRIESSEN H. Particle filter based track before detect algorithms[J]. Proceedings of SPIE ,Signal and Data Processing of Small Targets,2003,5204:20-30.

    [2] [2] BORES Y,DRIESSEN J N. Multitarget particle filter track before detect application[J]. IEEE Proc.Radar Sonar Navig.,2004,151(6):351-357.

    [3] [3] FALLON M,GODSILL S. Multi target acoustic source tracking using track before detect[C]. IEEE Workshop on Applications of Signal Processing to Audio and Acoustics,New Paltz,NY,2007:102-105.

    [4] [4] RISTIC R ,ARULAMPALAM S ,GORDON N. Beyond the Kalman Filter-Particle Filters for Tracking Applications [M]. Boston:Artech House,2004.

    [5] [5] MORELANDE M R,KREUCHER C M,KASTELLA K. A bayesian approach to multiple target detection and tracking[J]. IEEE Transactions on Signal Processing,2007,55(5):1589-1604.

    [6] [6] SUN W ,GUO B L. Multiple objects detecting and tracking with the pseudo particle filter[J]. Journal of XIDIAN University,2008,35(2):248-253.

    [7] [7] SARKKA S,VEHTARIL A,LAMPINEN J. Rao-Blackwellized particle filter for multiple target tracking[C]. Seventh International Conference on Information Fusion,Quebec Canada,2007,8(1):2-15.

    [8] [8] SU H T,WU T P,LIU H W,et al.. Rao-Blackwellized particle filter based track-before-detect algorithm[J]. IET Signal Process,2008,2(2):169-176.

    [9] [9] KARLSSON R,SCHON T,GUSTAFSSON F. Complexity analysis of the marginalized particle filter[J]. IEEE Trans. on Signal Processing,2005,53 (11):4408-4411.

    [12] [12] LI C Y,JI H B. A new particle filter with GA-MCMC resampling[C]. Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition,Beijing,2007:146-150.

    [13] [13] GUO Y,ZHANG Y,GU Y F,et al.. Infrared image background suppression based on 2nd generation Curvelet transform and ProbShrink algorithm [J].Opt. Precision Eng.,2008,16(10):1988-1994. (in Chinese)

    CLP Journals

    [1] WANG Min, ZHAO Jin-yu, CHEN Tao. Moving target detection in star map based on distance matrix[J]. Optics and Precision Engineering, 2017, 25(7): 1954

    Tools

    Get Citation

    Copy Citation Text

    LI Cui-yun, JI Hong-bing. Track-before-detection for multi weak targets based on Rao-Blackwellized particle filter[J]. Optics and Precision Engineering, 2009, 17(9): 2342

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category:

    Received: Apr. 2, 2009

    Accepted: --

    Published Online: Oct. 28, 2009

    The Author Email: LI Cui-yun (cyli@xidian.edu.cn)

    DOI:

    CSTR:32186.14.

    Topics