On synchronous robotic networks -: Part II:: Time complexity of rendezvous and deployment algorithms

被引:65
作者
Martinez, Sonia [1 ]
Bullo, Francesco [2 ]
Cortes, Jorge [1 ]
Frazzoli, Emilio [3 ]
机构
[1] Univ Calif San Diego, Dept Mech & Aerosp Engn, La Jolla, CA 92093 USA
[2] Univ Calif Santa Barbara, Dept Mech Engn, Santa Barbara, CA 93106 USA
[3] MIT, Dept Aeronaut & Astronaut, Cambridge, MA 02139 USA
基金
美国国家科学基金会;
关键词
circumcenter and centroid laws; coordination algorithms; deployment; rendezvous; robotic networks; time complexity;
D O I
10.1109/TAC.2007.908304
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 analyzes a number of basic coordination algorithms running on synchronous robotic networks. We provide upper and lower bounds on the time complexity of the move-toward-average and circumcenter laws, both achieving rendezvous, and of the centroid law, achieving deployment over a region of interest. The results are derived via novel analysis methods, including a set of results on the convergence rates of linear dynamical systems defined by tridiagonal Toeplitz and circulant matrices.
引用
收藏
页码:2214 / 2226
页数:13
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