Distributed Dynamic Coverage and Avoidance Control Under Anisotropic Sensing

被引:30
作者
Panagou, Dimitra [1 ]
Stipanovic, Dusan M. [2 ,3 ]
Voulgaris, Petros G. [2 ,4 ]
机构
[1] Univ Michigan, Dept Aerosp Engn, Ann Arbor, MI 48109 USA
[2] Univ Illinois, Coordinated Sci Lab, Urbana, IL 61801 USA
[3] Univ Illinois, Ind & Enterprise Syst Engn Dept, Urbana, IL 61801 USA
[4] Univ Illinois, Aerosp Engn Dept, Urbana, IL 61801 USA
来源
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS | 2017年 / 4卷 / 04期
关键词
Anisotropic sensing; autonomous agents; dynamic coverage control; multi-agent systems; MOBILE SENSOR NETWORKS;
D O I
10.1109/TCNS.2016.2576403
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 addresses dynamic coverage in multiagent systems along with certain safety and convergence guarantees. We consider anisotropic sensing for each agent, realized as conical sensing footprints and coverage functionals. This modeling results in asymmetric (directed) interactions among agents, in the sense that connected agents may either all be in the same mode (avoidance) or in different modes (avoidance and coverage). We build local and global coverage strategies which force the agents to collaboratively search a domain of interest, and avoidance strategies which waive the assumption on only pairwise interactions among agents. The proposed approach is suitable for surveillance applications where agents explore and gather sufficient information about an environment. The efficacy of the approach is demonstrated through simulation results.
引用
收藏
页码:850 / 862
页数:13
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