A Heterogeneous Markov Chain Model of Target Existence Variable for Bayesian Track-Before-Detect

被引:0
|
作者
Xia, S. Z. [1 ]
Dai, F. Z. [1 ]
Liu, H. W. [1 ]
机构
[1] Xidian Univ, Natl Lab Radar Signal Proc, Xian 710071, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A heterogeneous Markov chain (MC) model, instead of the homogeneous MC model, is proposed in this paper to describe target existence variable for Bayesian track-before-detect. The proposed model is more consistent with the transitions of target existence variable, which leads to the improvement of the performance of detection and tracking.
引用
下载
收藏
页码:253 / 256
页数:4
相关论文
共 50 条
  • [2] Efficient Bayesian track-before-detect
    Tekinalp, Serhat
    Alatan, A. Aydin
    2006 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP 2006, PROCEEDINGS, 2006, : 2793 - +
  • [3] A Bayesian track-before-detect algorithm for IR point target detection
    Warren, RC
    HYBRID INFORMATION SYSTEMS, 2002, : 539 - 553
  • [4] A Bayesian filtering algorithm in Jump Markov Systems with application to Track-Before-Detect
    Bardel, Noemie
    Abbassi, Noufel
    Desbouvries, Francois
    Pieczynski, Wojciech
    Barbaresco, Frederic
    2010 IEEE RADAR CONFERENCE, 2010, : 1397 - 1402
  • [5] A TRACK-BEFORE-DETECT ALGORITHM FOR THE DETECTION OF A MARKOV TARGET IN THE PRESENCE OF MISSING OBSERVATIONS
    Grossi, Emanuele
    Lops, Marco
    Venturino, Luca
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 6382 - 6386
  • [6] Particle Filtering Track-Before-Detect for Maneuvering Target in Jump Markov Systems
    Shen, Lin Feng
    Qin, Shi Yin
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 1, 2009, : 187 - 192
  • [7] BAYESIAN TRACK-BEFORE-DETECT FOR CLOSELY SPACED TARGETS
    Papi, Francesco
    Gostar, Amirali K.
    2015 23RD EUROPEAN SIGNAL PROCESSING CONFERENCE (EUSIPCO), 2015, : 1979 - 1983
  • [8] A Bayesian track-before-detect procedure for passive radars
    Khalil Jishy
    Frederic Lehmann
    EURASIP Journal on Advances in Signal Processing, 2013
  • [9] A Bayesian track-before-detect procedure for passive radars
    Jishy, Khalil
    Lehmann, Frederic
    EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2013,
  • [10] Track-before-detect for Fluctuating Targets in Heterogeneous Clutter
    Jiang, Haichao
    Yi, Wei
    Kong, Lingjiang
    Cui, Guolong
    Yang, Xiaobo
    2014 IEEE RADAR CONFERENCE, 2014, : 496 - 501