A survey on recent advances in distributed sampled-data cooperative control of multi-agent systems

被引:308
作者
Ge, Xiaohua [1 ]
Han, Qing-Long [1 ]
Ding, Derui [1 ]
Zhang, Xian-Ming [1 ]
Ning, Boda [1 ]
机构
[1] Swinburne Univ Technol, Sch Software & Elect Engn, Melbourne, Vic 3122, Australia
基金
澳大利亚研究理事会;
关键词
Multi-agent systems; Leaderless consensus; Leader-following consensus; Containment control; Formation control; Nonuniform sampling; Random sampling; Event-triggered sampling; Event-triggered transmission; EVENT-TRIGGERED CONSENSUS; H-INFINITY CONSENSUS; GLOBAL ASYMPTOTIC STABILITY; LEADER-FOLLOWING CONSENSUS; NETWORKED CONTROL-SYSTEMS; CONTAINMENT CONTROL; CONTINUOUS-TIME; SUFFICIENT CONDITIONS; AVERAGE-CONSENSUS; SENSOR NETWORKS;
D O I
10.1016/j.neucom.2017.10.008
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Distributed cooperative control of multi-agent systems has been one of the most active research topics in the fields of automatic control and robotics. This paper provides a survey on recent advances in distributed cooperative control under a sampled-data setting, with special emphasis on the published results since 2011. First, some typical sampling mechanisms related to this topic, such as uniform sampling, nonuniform sampling, random sampling, and event-triggered sampling, are summarized in both asynchronous and synchronous paradigms. Then, based on different coordinated tasks, recent results on distributed sampled-data cooperative control of multi-agent systems are categorized into four classes, i.e., sampled-data leaderless consensus, sampled-data leader-following consensus, sampled-data containment control, and sampled-data formation control. For each class, some explicit research lines are identified according to various sampling mechanisms. In particular, depending on definitions of event triggering conditions, some representative event-triggered sampling mechanisms are sorted out and discussed in detail. Finally, several challenging issues for future research are proposed. (c) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:1684 / 1701
页数:18
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