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

页码：4060 / 4064

页数：5

共 5 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] 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):
[4] 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,
[5] Poisson Conjugate Prior for PHD Filtering based Track-Before-Detect Strategies in Radar Systems
Mao, Haiyi
Peng, Cong
Liu, Yue
Tang, Jinping
Peng, Hua
Yi, Wei
2023 IEEE RADAR CONFERENCE, RADARCONF23, 2023,

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