Stochastic Consentability of Linear Systems With Time Delays and Multiplicative Noises

被引:72
|
作者
Zong, Xiaofeng [1 ,2 ]
Li, Tao [3 ,4 ]
Yin, George [5 ]
Wang, Le Yi [6 ]
Zhang, Ji-Feng [7 ,8 ]
机构
[1] China Univ Geosci, Sch Automat, Wuhan 430074, Hubei, Peoples R China
[2] Hubei Key Lab Adv Control & Intelligent Automat C, Wuhan 430074, Hubei, Peoples R China
[3] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200072, Peoples R China
[4] East China Normal Univ, Dept Math, Shanghai Key Lab Pure Math & Math Practice, Shanghai 200241, Peoples R China
[5] Wayne State Univ, Dept Math, Detroit, MI 48202 USA
[6] Wayne State Univ, Dept Elect & Comp Engn, Detroit, MI 48202 USA
[7] Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, Key Lab Syst & Control, Beijing 100190, Peoples R China
[8] Univ Chinese Acad Sci, Sch Math Sci, Beijing 100149, Peoples R China
基金
中国国家自然科学基金;
关键词
Consentability; consensus; multiagent system; multiplicative noise; time delay; MULTIAGENT SYSTEMS; SUFFICIENT CONDITIONS; CONSENSUS PROBLEMS; EXPONENTIAL STABILITY; RICCATI-EQUATIONS; STATE; ROBUSTNESS; NETWORKS; AGENTS; SURE;
D O I
10.1109/TAC.2017.2732823
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper develops stochastic consentability of linear multiagent systems with time delays and multiplicative noises. First, the stochastic stability for stochastic differential delay equations driven by multiplicative noises is examined, and the existence of the positive definite solution for a class of generalized algebraic Riccati equations (GAREs) is established. Then, sufficient conditions are deduced for the mean square and almost sure consentability and stabilization based on the developed stochastic stability and GAREs. Consensus protocols are designed for linear multiagent systems with undirected and leader-following topologies. It is revealed that multiagent consentability depends on certain characterizing system parameters, including linear system dynamics, communication graph, channel uncertainties, and time delay of the deterministic term. It is shown that a second-order integrator multiagent system is unconditionally mean square and almost surely consentable for any given noise intensities and time delay, and that the mean square and almost sure consensus can be achieved by carefully choosing the control gain according to certain explicit conditions.
引用
收藏
页码:1059 / 1074
页数:16
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