HISTOGRAM-PMHT WITH AN EVOLVING POISSON PRIOR

被引：0
|
作者：
Vu, Han X. [1 ,2 ]
Davey, Samuel J. [1 ,2 ]
Arulampalam, Sanjeev [1 ,2 ]
Fletcher, Fiona K. [1 ]
Lim, Cheng-Chew [2 ]
机构：
[1] Def Sci & Technol Org, Canberra, ACT, Australia
[2] Univ Adelaide, Sch Elect & Elect Engn, Adelaide, SA, Australia
来源：
2015 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (ICASSP) | 2015年
关键词：
Track-Before-Detect;
D O I：
暂无
中图分类号：
O42 [声学];
学科分类号：
070206 ; 082403 ;
摘要：
The Histogram-Probabilistic Multi-Hypothesis Tracker (H-PMHT) is an efficient multi-target tracking approach to the Track-Before-Detect (TkBD) problem. However, it cannot adequately deal with fluctuating targets and this can degrade track management performance. By assuming an alternative measurement model based on a Poisson distribution, the H-PMHT algorithm can be re-derived to incorporate a time-correlated estimate of the component mixing terms, allowing for an improved measure for track quality.
引用
收藏
页码：4060 / 4064
页数：5
相关论文
共 50 条
  • [1] Histogram-PMHT Unfettered
    Davey, Samuel J.
    Wieneke, Monika
    Han Vu
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2013, 7 (03) : 435 - 447
  • [2] Histogram-PMHT for fluctuating target models
    Gaetjens, Han X.
    Davey, Samuel J.
    Arulampalam, Sanjeev
    Fletcher, Fiona K.
    Lim, Cheng-Chew
    IET RADAR SONAR AND NAVIGATION, 2017, 11 (08): : 1292 - 1301
  • [3] Multitarget tracking of distributed targets using histogram-PMHT
    Streit, RL
    Graham, ML
    Walsh, MJ
    DIGITAL SIGNAL PROCESSING, 2002, 12 (2-3) : 394 - 404
  • [4] Histogram-PMHT for Extended Targets and Target Groups in Images
    Wieneke, Monika
    Davey, Sam
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2014, 50 (03) : 2199 - 2217
  • [5] CLUTTER MAPPING FOR HISTOGRAM PMHT
    Davey, S. J.
    Vu, H. X.
    Arulampalam, S.
    Fletcher, F.
    Lim, C. -C.
    2014 IEEE WORKSHOP ON STATISTICAL SIGNAL PROCESSING (SSP), 2014, : 153 - 156
  • [6] Probabilistic Multihypothesis Tracker With an Evolving Poisson Prior
    Davey, Sam
    IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2015, 51 (01) : 747 - 759
  • [7] An improved histogram PMHT multi-target tracking method
    Zhang Y.
    Yin L.
    Wang S.
    Sun C.
    Zhang, Yiqun (yiqunzhang@hotmail.com), 1600, Chinese Society of Astronautics (42):
  • [8] Efficient Histogram PMHT Via Single Target Chip Processing
    Davey, Samuel J.
    IEEE SIGNAL PROCESSING LETTERS, 2015, 22 (05) : 569 - 572
  • [9] Reducing Processing Time for Histogram PMHT Algorithm in Video Object Tracking
    Pakfiliz, Ahmet Gungor
    ELECTRICA, 2018, 18 (02): : 121 - 132
  • [10] Track-Before-Detect using Histogram PMHT and Dynamic Programming
    Vu, Han X.
    Davey, Samuel J.
    2012 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING TECHNIQUES AND APPLICATIONS (DICTA), 2012,
12345