Multi-Target Detection and Tracking Using Dynamic Programming

被引:0
作者
Li, Jingmei [1 ]
Liu, Chonglei [2 ]
机构
[1] Sci & Technol Underwater Acoust Antagonizing Lab, Beijing 100036, Peoples R China
[2] Chinese Acad Sci, Inst Acoust, Beijing 100190, Peoples R China
来源
PROCEEDINGS OF THE 2015 INTERNATIONAL INDUSTRIAL INFORMATICS AND COMPUTER ENGINEERING CONFERENCE | 2015年
关键词
Multi-target detection; tracing; Dynamic programming;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A dynamic programming (DP) multi-target detection and tracking algorithm is developed for the simultaneous detection and tracking of low signal - noise ratio (SNR) targets in passive sonar processing. The detecting and tracking approach is considered as a special problem of multiple dimensional image processing and integrated into a single optimization procedure. The DP algorithm is extended to passive sonar processing and a new trace-evaluation function is proposed in this paper. Numerical simulation result shows the advantage of DP algorithm.
引用
收藏
页码:1754 / 1757
页数:4
相关论文
共 8 条
[1]   EFFICIENT TARGET TRACKING USING DYNAMIC-PROGRAMMING [J].
ARNOLD, J ;
SHAW, S ;
PASTERNACK, H .
IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1993, 29 (01) :44-56
[3]  
Bellman RE., 1957, Dynamic Programming
[4]  
Bertsekas D. P, 2000, Dynamic Programming and Optimal Control, V2nd
[5]   Constrained dynamic programming with two discount factors: Applications and an algorithm [J].
Feinberg, EA ;
Shwartz, A .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (03) :628-631
[7]  
Li Q, 1985, INTRO SONAR PROCESSI
[8]  
Van Trees H. L., 2004, Detection, Estimation, and Modulation Theory, Part I: Detection, Estimation, and Linear Modulation Theory