Coverage control for mobile sensing networks

被引:1732
作者
Cortés, J
Martínez, S
Karatas, T
Bullo, F
机构
[1] Univ Illinois, Coordinated Sci Lab, Urbana, IL 61801 USA
[2] Univ Politecn Cataluna, Escola Univ Politecn Vilanova i La Geltru, Vilanova i la Geltru, Spain
来源
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION | 2004年 / 20卷 / 02期
关键词
Centroidal Voronoi partitions; coverage control; distributed and asynchronous algorithms; sensor networks;
D O I
10.1109/TRA.2004.824698
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 presents control and coordination algorithms for groups of vehicles. The focus is on autonomous vehicle networks performing distributed sensing tasks, where each vehicle plays the role of a mobile tunable sensor. The paper proposes gradient descent algorithms for a class of utility functions which encode optimal coverage and sensing policies. The resulting closed-loop behavior is adaptive, distributed, asynchronous, and verifiably correct.
引用
收藏
页码:243 / 255
页数:13
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