Monitoring environmental boundaries with a robotic sensor network

被引:152
作者
Susca, Sara [1 ]
Bullo, Francesco [1 ]
Martinez, Sonia [2 ]
机构
[1] Univ Calif Santa Barbara, Ctr Control Dynam Syst & Computat, Santa Barbara, CA 93106 USA
[2] Univ Calif San Diego, Dept Mech & Aerosp Engn, La Jolla, CA 92093 USA
基金
美国国家科学基金会;
关键词
boundary estimation; consensus algorithms; distributed algorithms; interpolation; sensor networks;
D O I
10.1109/TCST.2007.903395
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this brief, we propose and analyze an algorithm to monitor an environmental boundary with mobile agents. The objective is to optimally approximate the boundary with a polygon. The mobile sensors rely only on sensed local information to position some interpolation points and define an approximating polygon. We design an algorithm that distributes the vertices of the approximating polygon uniformly along the boundary. The notion of uniform placement relies on a metric inspired by approximation theory for convex bodies. The algorithm is provably convergent for static boundaries and efficient for slowly-moving boundaries because of certain input-to-state stability properties.
引用
收藏
页码:288 / 296
页数:9
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