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

On synchronous robotic networks Part II: Time complexity of rendezvous and deployment algorithms
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DOI:
10.1109/cdc.2005.1583508
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发表时间:
2005-12
期刊:
Proceedings of the 44th IEEE Conference on Decision and Control
影响因子:
--
通讯作者:
S. Martínez;F. Bullo;J. Cortés;Emilio Frazzoli
S. Martínez;F. Bullo;J. Cortés;Emilio Frazzoli
中科院分区:
其他
文献类型:
--
作者:
S. Martínez;F. Bullo;J. Cortés;Emilio Frazzoli

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本文分析了同步机器人网络上运行的一些基本协调算法。我们提供的时间复杂性的移动到平均和外心法,既实现会合,和质心法,实现部署在感兴趣的区域上的上限和下限。结果是通过新的分析方法,包括一组由三对角Toeplitz和循环矩阵定义的线性动力系统的收敛速度的结果。
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.