Consensus of discrete-time linear multi-agent systems with observer-type protocols

Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

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Detail(s)

Original languageEnglish
Pages (from-to)489-505
Journal / PublicationDiscrete and Continuous Dynamical Systems - Series B
Volume16
Issue number2
Publication statusPublished - Sep 2011

Abstract

This paper concerns the consensus of discrete-time multi-agent systems with linear or linearized dynamics. An observer-type protocol based on the relative outputs of neighboring agents is proposed. The consensus of such a multi-agent system with a directed communication topology can be cast into the stability of a set of matrices with the same low dimension as that of a single agent. The notion of discrete-time consensus region is then introduced and analyzed. For neurally stable agents, it is shown that there exists an observer-type protocol having a bounded consensus region in the form of an open unit disk, provided that each agent is stabilizable and detectable. An algorithm is further presented to construct a protocol to achieve consensus with respect to all the communication topologies containing a spanning tree. Moreover, for the case where the agents have no poles outside the unit circle, an algorithm is proposed to construct a protocol having an origin-centered disk of radius δ (0 > δ <1) as its consensus region. Finally, the consensus algorithms are applied to solve formation control problems of multi-agent systems.

Research Area(s)

  • Consensus, Consensus region, Discrete-time linear system, Formation control, Multi-agent system, Observer- type protocol