Title :
Consensus in Markovian jump second-order multi-agent systems with random communication delay
Author :
Jing-Wen Yi ; Yan-Wu Wang ; Jiang-Wen Xiao
Author_Institution :
Sch. of Autom., Huazhong Univ. of Sci. & Technol., Wuhan, China
Abstract :
In this study, the consensus problem for a class of second-order multi-agent systems (MASs) with Markovian characterisations is investigated. The stochastic switching topology and the random communication delay are dominated by two mutually independent Markov chains. The communication delay exists in the switching signal as well as the position information exchanges in the authors´ work. A novel consensus protocol is presented without using the neighbours´ velocity information. By performing three steps of model transformation and introducing a mapping for the two independent Markov chains, the original system is converted into an expanded analogous error system with two Markovian jumping parameters. A necessary and sufficient criterion for the mean square consensus of the Markovian jump second-order MASs with random communication delay is derived. Finally, a numerical example is given to illustrate the feasibility and effectiveness of the theoretical result.
Keywords :
Markov processes; delays; multi-agent systems; stochastic processes; MAS; Markov chains; Markovian characterisations; Markovian jump second order multiagent systems; Markovian jumping parameters; analogous error system; consensus protocol; position information; random communication delay; stochastic switching topology; velocity information;
Journal_Title :
Control Theory & Applications, IET
DOI :
10.1049/iet-cta.2014.0057