Dynamic Target Tracking with Integration of Communication and Coverage using Mobile Sensors

被引:3
作者
Li, Hongbin [1 ]
Almeida, Luis [2 ]
Sun, Youxian [1 ]
机构
[1] Zhejiang Univ, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China
[2] Univ Porto, IEETA, P-4200465 Porto, Portugal
来源
IECON: 2009 35TH ANNUAL CONFERENCE OF IEEE INDUSTRIAL ELECTRONICS, VOLS 1-6 | 2009年
基金
中国国家自然科学基金;
关键词
Tracking; Cooperative Control; Fusion; Testbed;
D O I
10.1109/IECON.2009.5415257
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
This paper presents a decentralized motion coordination algorithm for distributed sensing of dynamic noncooperative targets in a noisy environment by multiple cooperating mobile sensors. Mobile sensors, by nature, adjust their positions to increase the quality of sensing. In this case, we consider the existence of imperfect communications and limited sensing range. Connectivity and coverage constraints are also considered and included in the cost function that is used to drive the sensors so that information sharing among them as well as a certain degree of area coverage are maintained. The gradient-descent method is employed to minimize the global cost function. We examine the trade-offs in performance between sensing, communication and coverage. Several simulations are used to show the effectiveness of the proposed control approach and preliminary experimental results validate our tracking method.
引用
收藏
页码:2488 / +
页数:2
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