控制理论(社会学)
计算机科学
非线性系统
补偿(心理学)
模式(计算机接口)
滑模控制
跟踪(教育)
离散时间和连续时间
模型预测控制
理论(学习稳定性)
多智能体系统
控制(管理)
数学
人工智能
统计
物理
机器学习
操作系统
精神分析
量子力学
教育学
心理学
作者
Zhang Ji,Senchun Chai,Bai-Hai Zhang,Shuai Liu
标识
DOI:10.1109/tcyb.2021.3073217
摘要
In this article, the tracking problem of networked discrete-time second-order nonlinear multiagent systems (MASs) is studied. First, for the MASs without communication delay, a novel method, called distributed model-free sliding-mode control algorithm is proposed, which can make the system converge quickly without the accurate model. Furthermore, for the MASs with delay, in order to eliminate the influence of time delay on the system, a distributed model-free sliding-mode predictive control strategy based on time-delay compensation technology is proposed, which can actively compensate for time delay while ensuring system stability and consensus tracking performance requirements. Both the simulation and experiment results reveal the superiority of the proposed methods.
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