多智能体系统
有界函数
双积分器
非线性系统
李雅普诺夫函数
共识
拓扑(电路)
班级(哲学)
订单(交换)
计算机科学
一致共识
控制(管理)
数学优化
控制理论(社会学)
群(周期表)
数学
人工智能
经济
有机化学
数学分析
物理
化学
组合数学
量子力学
财务
作者
Xiaobo Li,Zhenhua Yu,Zhiwu Li,Naiqi Wu
标识
DOI:10.1016/j.ins.2020.05.085
摘要
This paper studies group consensus for a class of heterogeneous multi-agent systems (HMASs), where the dynamics of agents are described by single and double integrators. First, under the case that all the agents’ control inputs are bounded and the second-order agents’ velocity information cannot be obtained, we design controllers with a grouping and pinning scheme by introducing an auxiliary function. With the help of Lyapunov theory, it is proved that an HMAS with some pinning agents can achieve group consensus asymptotically under an undirected connected topology and the final states of all agents can converge to the desired consensus values. Furthermore, we investigate group consensus for an HMAS under multiple communication constraints, where the dynamics of the second-order agents are represented by linear and Euler–Lagrange (EL) nonlinear dynamics. Two control protocols and group consensus criteria are also provided to guarantee that the HMAS with or without uncertain parameters can reach group consensus. Finally, two simulation examples illustrate the obtained results.
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