DocumentCode
37359
Title
Leaderless and leader-following consensus for heterogeneous multi-agent systems with random link failures
Author
Jae Man Kim ; Jin Bae Park ; Yoon Ho Choi
Author_Institution
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Volume
8
Issue
1
fYear
2014
fDate
January 2 2014
Firstpage
51
Lastpage
60
Abstract
This study investigates the heterogeneous consensus problem for multi-agent systems with random link failures between each agent. The discrete-time heterogeneous multi-agent systems are described by first-order and second-order dynamics, and the communication network is assumed to be directed with fixed topology. Since each link between the agents is subject to failure with a certain probability, the control protocol is designed considering the random link failures. The random link failures are presented by a Bernoulli probability sequence, that is, the control protocol for failure occurrence is designed using the one step previous data that is sent by adjacency neighbouring agents. The control protocol for heterogeneous multi-agent systems is designed for first-order dynamics and second-order dynamics using the Lyapunov method. The mean square stability is shown for leaderless and leader-following heterogeneous multi-agent systems in terms of a set of linear matrix inequalities, and some simulation results are provided to verify the effectiveness of the proposed methods.
Keywords
decentralised control; discrete time systems; failure analysis; graph theory; linear matrix inequalities; multi-agent systems; network theory (graphs); probability; random processes; Bernoulli probability sequence; Lyapunov method; adjacency neighbouring agents; communication network; control protocol; discrete-time heterogeneous multiagent systems; failure occurrence; first-order dynamics; fixed topology; heterogeneous consensus problem; leader-following consensus; leaderless consensus; linear matrix inequalities; mean square stability; random link failures; second-order dynamics;
fLanguage
English
Journal_Title
Control Theory & Applications, IET
Publisher
iet
ISSN
1751-8644
Type
jour
DOI
10.1049/iet-cta.2012.0855
Filename
6692829
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