Tracking of Multiple Targets in Clutter Using Optimal Sets Based on Linear Programming

被引：0
|
作者：
Fu, Xiaoyan [1 ]
Jia, Yingmin [1 ]
Yuan, Shiying [2 ]
机构：
[1] Beihang Univ BUAA, Res Div 7, Beijing 100191, Peoples R China
[2] Henan Polytech Univ, Sch Elect Engn & Automat, Jiaonzuo 454000, Henan, Peoples R China
来源：
CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS | 2009年
关键词：
Multiple targets tracking; Optimal sets; Linear programming;
D O I：
10.1109/CCDC.2009.5194903
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper is devoted to the problem of tracking multiple targets in clutter and a new methods is presented. We first formulate the data assignments problem of measurement-to-target as a linear programming problem. Through using the linear programming (LP)-based branch-and-bound method and adjusting the constraint conditions, the optimal sets based on linear programming (LP-OS) method is presented then for tracking of multiple targets in clutter. Extensive Monte Carlo simulations show that the presented method can obtain better estimation than the optimization method of linear programming problem, especially, in the situation of multi-clutter and high measurement noise.
引用
收藏
页码：4892 / +
页数：2
相关论文
共 50 条
  • [11] Numerical methods for optimal stopping using linear and non-linear programming
    Helmes, K
    STOCHASTIC THEORY AND CONTROL, PROCEEDINGS, 2002, 280 : 185 - 203
  • [12] A LINEAR-PROGRAMMING APPROACH TO ONLINE CONSTRAINED OPTIMAL TERRAIN-TRACKING SYSTEMS
    REHBOCK, V
    TEO, KL
    JENNINGS, LS
    OPTIMAL CONTROL APPLICATIONS & METHODS, 1993, 14 (04) : 229 - 241
  • [13] USING LINEAR PROGRAMMING FOR THE OPTIMAL CONTROL OF A CART PENDULUM SYSTEM
    Puglia, Luiz Vasco
    Leonardi, Fabrizio
    Ackermann, Marko
    5TH INTERNATIONAL CONFERENCE ON INTEGRATED MODELING AND ANALYSIS IN APPLIED CONTROL AND AUTOMATION, IMAACA 2011, 2011, : 200 - 205
  • [14] A method for multiple morph targets tracking based on region growing
    Chen, Heng-Xin
    Fang, Bin
    Tang, Yijan-Yan
    2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 194 - 197
  • [15] A Solution of Multiple Targets Tracking for Linear CCD Based Optical Positioning System Applied to Image Guided Surgery
    Li, Zuxing
    Wu, Jian
    ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PT II, 2011, 7003 : 426 - 432
  • [16] Stability of networked systems with multiple delays using linear programming
    Muenz, Ulrich
    Ebenbauer, Christian
    Allgoewer, Frank
    2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13, 2007, : 3723 - +
  • [17] Finite-Time Distributed Optimal Tracking for Multiple Heterogeneous Linear Systems
    Zhong, Zhijun
    Zhao, Yu
    Xian, Chengxin
    Zhang, Wenfei
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2021, 68 (04) : 1258 - 1262
  • [18] Optimal Selection of Superlative Candidates for Open Positions Using Linear Programming
    Bouras, Abdelghani
    EMERGING CHALLENGES IN BUSINESS, OPTIMIZATION, TECHNOLOGY, AND INDUSTRY, 2018, : 143 - 144
  • [19] Optimal legal firing sequence of Petri nets using linear programming
    Tarek, A
    Lopez-Benitez, N
    OPTIMIZATION AND ENGINEERING, 2004, 5 (01) : 25 - 43
  • [20] Optimal online operation of residential μCHP systems using linear programming
    Shaneb, O. A.
    Taylor, P. C.
    Coates, G.
    ENERGY AND BUILDINGS, 2012, 44 : 17 - 25
12345