Event-triggered cooperative stabilization of multiagent systems with partially unknown interconnected dynamics

被引:22
作者
Rezaei, Vahid [1 ]
Stefanovic, Margareta [2 ]
机构
[1] Univ Colorado, Dept Comp Sci & Engn, Denver, CO 80204 USA
[2] Univ Denver, Dept Elect & Comp Engn, Denver, CO 80208 USA
关键词
Event-triggered control; Distributed control; Interconnected systems; Multiagent systems; Cyber-physical systems; CONSENSUS; SYNCHRONIZATION;
D O I
10.1016/j.automatica.2021.109657
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We consider a stabilization problem in interconnected multiagent systems subject to both matched and unmatched modeling uncertainties. We propose a mixed graph theoretic and optimal control formulation, build a two-layer structure with separate agent and control layers, and capture the architectural aspect of cyber-physical systems. The control layer, to be designed, represents a linear cooperative control strategy and is built by control nodes, communication protocol, and information broadcast event-triggered strategies. We propose a systematic design framework to obtain two robust static gains such that the same control layer implementation can be used for both matched and unmatched modeling uncertainties. In the proposed event-triggered strategy, each agent uses only two decoupled impulsive approximators to determine its information broadcast events independently of other agents. We prove exponential convergence to the origin of all trajectories of the proposed two layer interconnected multiagent system under the linear cooperative protocols; free of Zeno behavior in spite of the partially known nonlinearities over the agent layer and non-synchronous, non-periodic communication over the control layer. We also study practical stability with Zeno-freeness in order to reduce the noise sensitivity of the event-triggered strategy, or the number of the information broadcast events. We examine the feasibility of our ideas in simulation. (C) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:10
相关论文
共 40 条
[1]   Adaptive robust consensus tracking for nonlinear second-order multi-agent systems with heterogeneous uncertainties [J].
Ai, Xiaolin ;
Yu, Jianqiao ;
Jia, Zhenyue ;
Shen, Yuanchuan ;
Ma, Pengbao ;
Yang, Di .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2017, 27 (18) :5082-5096
[2]   Synchronization of Multiagent Systems Using Event-Triggered and Self-Triggered Broadcasts [J].
Almeida, Joao ;
Silvestre, Carlos ;
Pascoal, Antonio .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2017, 62 (09) :4741-4746
[3]   Goals and Challenges in Cyber-Physical Systems Research Editorial of the Editor in Chief [J].
Antsaklis, Panos .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (12) :3117-3119
[4]   Event-Separation Properties of Event-Triggered Control Systems [J].
Borgers, D. P. ;
Heemels, W. P. M. H. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (10) :2644-2656
[5]   PRACTICAL STABILIZATION OF A CLASS OF NONLINEAR-SYSTEMS WITH PARTIALLY KNOWN UNCERTAINTIES [J].
BROGLIATO, B ;
NETO, AT .
AUTOMATICA, 1995, 31 (01) :145-150
[6]  
Cardenas A., 2008, 3 WORKSH HOT TOP SEC
[7]   How often should one update control and estimation: review of networked triggering techniques [J].
Chen, Zhiyong ;
Han, Qing-Long ;
Yan, Yamin ;
Wu, Zheng-Guang .
SCIENCE CHINA-INFORMATION SCIENCES, 2020, 63 (05)
[8]  
Cheng Y., 2017, AM CONT C US
[9]  
Cortes J., 2016, IEEE C DEC CONT US
[10]  
Dahleh M., 2011, IMPACT CONT TECHNO 3