Title :
Consensus for multi-agent systems with random link failures
Author :
Jae Man Kim ; Jin Bae Park
Author_Institution :
Dept. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
Abstract :
This paper investigates the second-order consensus problem for multi-agent systems with random link failures between each agent. The discrete-time multi-agent systems are described by the second-order dynamics, and the communication network is assumed to be directed with fixed topology. Since each link between the agents can be subject to failure with a certain probability, the control protocol is designed by 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 by using the one step previous data that is sent by its neighbors´ agents. The control protocol for second-order multi-agent systems is designed by using Lyapunov method. The mean square stability is shown for leaderless and leader-following multi-agent systems in terms of a set of linear matrix inequality (LMI), and some simulation results are provided to verify the effectiveness of the proposed methods.
Keywords :
linear matrix inequalities; multi-agent systems; Bernoulli probability sequence; LMI; Lyapunov method; communication network; control protocol; discrete time multiagent systems; failure occurrence; fixed topology; leader following multiagent systems; linear matrix inequality; mean square stability; random link failures; second order consensus problem; second order dynamics; second order multiagent systems; Lead; Multi-agent systems; Bernoulli probability; Consensus; LMI; Leader-following; Leaderless; Multi-agent systems;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2013 13th International Conference on
Conference_Location :
Gwangju
Print_ISBN :
978-89-93215-05-2
DOI :
10.1109/ICCAS.2013.6703967