基于网络化预测控制方案的异构离散时间网络化多智能体系统一致性跟踪

Consensus Tracking of Heterogeneous Discrete-Time Networked Multiagent Systems Based on the Networked Predictive Control Scheme

IEEE Transactions on Cybernetics · 2017
被引 30
ABS 3

中文导读

针对存在通信延迟的异构离散时间网络化多智能体系统,提出基于网络化预测控制的一致性跟踪协议,使所有智能体状态跟踪外部参考信号,并给出必要充分条件。

Abstract

This paper studies the problem of consensus tracking for heterogeneous discrete-time networked multiagent systems (NMASs) with network-induced communication delay. By introducing the networked predictive control scheme, novel consensus tracking protocols are designed to ensure that states of the NMASs follow the external reference signal. One of the agents is defined as the leader agent, all the other agents are defined as the followers, and the external reference signal is always known by the leader agent, both cases where the external reference signal is available and unavailable to the follower agents are discussed in this paper. The necessary and sufficient conditions for the novel consensus tracking protocols are proposed based on algebraic and graph theory. Numerical examples are given to validate the theoretical results.

多智能体系统网络化预测控制一致性跟踪离散时间系统图论