具有Lipschitz非线性动力学的离散时间二阶多智能体系统的脉冲一致性协议

Impulsive Consensus Protocols of Discrete-Time Second-Order Multiagent Systems With Lipschitz Nonlinear Dynamics

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2024
被引 3
ABS 3

中文导读

研究了离散时间二阶非线性多智能体系统在切换拓扑下的无领导者一致性问题,提出了两种仅调节速度向量的脉冲协议,并基于定时器依赖的双Lyapunov函数推导了增益矩阵设计条件。

Abstract

This article investigates the leaderless consensus problem of discrete-time second-order nonlinear multiagent systems with the switching topology via the impulsive control. By defining a weighted average state associated the topology structure, two types of impulsive protocols are proposed: 1) dynamical consensus and 2) static consensus. The form drives all the agents toward the weighted average state, while the latter ensures that each agent tends to an agreed position. Unlike the existing impulsive protocols exerting impulsive actions on all the state variables of the agents, the proposed impulsive protocols only regulate the agents’ velocity vectors in an impulsive fashion throughout the consensus process. The introducing of the timer-dependent weighted double Lyapunov functions plays a key role in consensus analysis, which is able to exploit the relationship among the discrete-time agent’s dynamics, the impulsive protocols, and the communication topology. Sufficient conditions are derived to design the gain matrices of the impulsive protocols, which are dependent on the current impulse interval. The numerical results show that the variable gain-based design approach can tolerate larger variation in impulse intervals for impulsive consensus.

多智能体系统脉冲控制一致性协议非线性动力学切换拓扑