DocumentCode :
83500
Title :
Consensus and performance optimisation of multi-agent systems with position-only information via impulsive control
Author :
Li Ding ; Pian Yu ; Zhi-Wei Liu ; Zhi-Hong Guan
Author_Institution :
Sch. of Power & Mech. Eng., Wuhan Univ., Wuhan, China
Volume :
7
Issue :
1
fYear :
2013
fDate :
Jan. 3 2013
Firstpage :
16
Lastpage :
24
Abstract :
In this study, the consensus problem of second-order multi-agent systems (MAS) with position-only information is studied. Allowable sampling period for which second-order consensus can be achieved is obtained with two impulsive consensus algorithms. It is shown that if there is at least one eigenvalue of the Laplcian matrix with a non-zero imaginary part, consensus cannot be achieved for sufficiently small or large impulsive periods for both algorithms. Furthermore, the convergence performance of the MAS is optimised. Convergence speed, asymptotical decay factor and per-step decay factor of the error energy are utilised to investigate the convergence performance, and the relationship among impulsive period, topology structure and convergence performance is derived. Finally, numerical examples are given to validate our theoretical results.
Keywords :
convergence of numerical methods; decentralised control; eigenvalues and eigenfunctions; matrix algebra; multi-agent systems; network theory (graphs); optimisation; sampling methods; Laplcian matrix; MAS; asymptotical decay factor; convergence speed; eigenvalue; error energy; impulsive consensus algorithms; impulsive control; impulsive periods; per-step decay factor; performance optimisation; position-only information; sampling period; second-order consensus optimisation; second-order multiagent systems; topology structure;
fLanguage :
English
Journal_Title :
Control Theory & Applications, IET
Publisher :
iet
ISSN :
1751-8644
Type :
jour
DOI :
10.1049/iet-cta.2012.0461
Filename :
6475374
Link To Document :
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