Stability of a one-dimensional discrete-time asynchronous swarm

被引:25
作者
Gazi, V
Passino, KM
机构
[1] Ohio State Univ, Dept Elect Engn, Columbus, OH 43210 USA
[2] Ohio State Univ, Dept Elect & Comp Engn, Columbus, OH 43210 USA
来源
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS | 2005年 / 35卷 / 04期
关键词
aggregation; asynchronous motion; cooperative coordination and control; multiagent systems; swarms;
D O I
10.1109/TSMCB.2005.845393
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 correspondence, we consider a discrete time one-dimensional asynchronous swarm. First, we describe the mathematical model for motions of the swarm members. Then, we analyze the stability properties of that model. The stability concept that we consider, which matches exactly with stability of equilibria in control theory, characterizes stability of a particular position (relative arrangement) of the swarm members. We call that position the comfortable position (with comfortable intermember distances). Our swarm model and stability analysis are different from other asynchronous swarm models considered in the literature. In particular, in our analysis we employ results on contractive mappings from the parallel and distributed computation literature. The application of these results to the swarm coordination problem is important by itself since they might prove useful also in n-dimensional swarms.
引用
收藏
页码:834 / 841
页数:8
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