Intermittent Event-Triggered Optimal Control for Second-Order Delayed Multiagent Systems With Input Constraints

被引:10
作者
Liu, Chen [1 ]
Liu, Lei [1 ]
Wu, Zhaojing [2 ]
机构
[1] Hohai Univ, Coll Sci, Nanjing 210098, Peoples R China
[2] Yantai Univ, Sch Math & Informat Sci, Yantai 264005, Peoples R China
来源
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS | 2024年 / 54卷 / 05期
基金
美国国家科学基金会;
关键词
Protocols; Optimal control; Multi-agent systems; Delays; Heuristic algorithms; Dynamic programming; Approximation algorithms; ADP; input constraints; IET control; leader-following consensus; second-order delayed multiagent systems (MASs); LEADER-FOLLOWING CONSENSUS; NONLINEAR DYNAMICS;
D O I
10.1109/TSMC.2023.3346949
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, the optimal leader-following consensus of nonlinear second-order delayed multiagent systems with input constraints is addressed. To begin with, a novel intermittent event-triggered (IET) control protocol is proposed, and a novel time-delay piecewise differential inequality is established to effectively integrate state delay, intermittent control, and event-triggered strategy. Then, by the proposed control protocol and inequality, two criteria for the consensus of the second-order delayed multiagent systems and its optimality under input saturation are derived successively. Furthermore, a constrained-input PI algorithm and a critic-only online RL algorithm are devised for designing IET optimal control and approximate IET optimal controller, respectively. Finally, two numerical examples are created to verify the efficacy of the basic research.
引用
收藏
页码:2698 / 2710
页数:13
相关论文
共 44 条
[1]   Nearly optimal control laws for nonlinear systems with saturating actuators using a neural network HJB approach [J].
Abu-Khalaf, M ;
Lewis, FL .
AUTOMATICA, 2005, 41 (05) :779-791
[2]   Dynamics Modeling and Tracking Control of Robot Manipulators in Random Vibration Environment [J].
Cui, Ming-Yue ;
Xie, Xue-Jun ;
Wu, Zhao-Jing .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2013, 58 (06) :1540-1545
[3]   Distributed adaptive control for synchronization of unknown nonlinear networked systems [J].
Das, Abhijit ;
Lewis, Frank L. .
AUTOMATICA, 2010, 46 (12) :2014-2021
[4]   Distributed Event-Triggered Control for Multi-Agent Systems [J].
Dimarogonas, Dimos V. ;
Frazzoli, Emilio ;
Johansson, Karl H. .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2012, 57 (05) :1291-1297
[5]   Event-Triggered Adaptive Dynamic Programming for Continuous-Time Systems With Control Constraints [J].
Dong, Lu ;
Zhong, Xiangnan ;
Sun, Changyin ;
He, Haibo .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 28 (08) :1941-1952
[6]   Time-Varying Formation Tracking for UAV Swarm Systems With Switching Directed Topologies [J].
Dong, Xiwang ;
Li, Yangfan ;
Lu, Chuang ;
Hu, Guoqiang ;
Li, Qingdong ;
Ren, Zhang .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 30 (12) :3674-3685
[7]   Distributed Krein space-based attack detection over sensor networks under deception attacks [J].
Ge, Xiaohua ;
Han, Qing-Long ;
Zhong, Maiying ;
Zhang, Xian-Ming .
AUTOMATICA, 2019, 109
[8]   Distributed consensus of the nonlinear second-order multi-agent systems via mixed intermittent protocol [J].
Guo, Wanli ;
Xiao, Haijun .
NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2018, 30 :189-198
[9]   Second-order consensus in multi-agent systems with nonlinear dynamics and intermittent control [J].
Han, Zeyu ;
Jia, Qiang ;
Tang, Wallace K. S. .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2020, 51 (12) :2192-2203
[10]   Event-based aperiodically intermittent pinning synchronization control strategy for linearly coupled complex networks [J].
He, Chao ;
Li, Junmin .
NONLINEAR ANALYSIS-HYBRID SYSTEMS, 2020, 36