多智能体系统一致性中的脉冲调制间歇控制

Pulse-Modulated Intermittent Control in Consensus of Multiagent Systems

IEEE Transactions on Systems, Man, and Cybernetics: Systems · 2016
被引 250 · 同刊同年前 4%
ABS 3

中文导读

提出一种脉冲调制间歇控制框架,统一了脉冲控制和采样控制,并应用于多智能体系统的一致性,给出了保证一致性的充要条件,以及最优控制增益设计。

Abstract

This paper proposes a control framework, called pulse-modulated intermittent control, which unifies impulsive control and sampled control. Specifically, the concept of pulse function is introduced to characterize the control/rest intervals and the amplitude of the control. By choosing some specified functions as the pulse function, the proposed control scheme can be reduced to sampled control or impulsive control. The proposed control framework is applied to consensus problems of multiagent systems. Using discretization approaches and stability theory, several necessary and sufficient conditions are established to ensure the consensus of the controlled system. The results show that consensus depends not only on the network topology, the sampling period and the control gains, but also the pulse function. Moreover, a lower bound of the asymptotic convergence factor is derived as well. For a given pulse function and an undirected graph, an optimal control gain is designed to achieve the fastest convergence. In addition, impulsive control and sampled control are revisited in the proposed control framework. Finally, some numerical examples are given to verify the effectiveness of theoretical results.

多智能体系统一致性间歇控制脉冲控制采样控制