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基于云计算的网络多智能体系统预测控制。

Predictive Control of Networked Multiagent Systems via Cloud Computing.

出版信息

IEEE Trans Cybern. 2017 Aug;47(8):1852-1859. doi: 10.1109/TCYB.2017.2647820. Epub 2017 Jan 18.

Abstract

This paper studies the design and analysis of networked multiagent predictive control systems via cloud computing. A cloud predictive control scheme for networked multiagent systems (NMASs) is proposed to achieve consensus and stability simultaneously and to compensate for network delays actively. The design of the cloud predictive controller for NMASs is detailed. The analysis of the cloud predictive control scheme gives the necessary and sufficient conditions of stability and consensus of closed-loop networked multiagent control systems. The proposed scheme is verified to characterize the dynamical behavior and control performance of NMASs through simulations. The outcome provides a foundation for the development of cooperative and coordinative control of NMASs and its applications.

摘要

本文通过云计算研究了网络化多智能体预测控制系统的设计与分析。提出了一种用于网络多智能体系统(NMAS)的云预测控制方案,以同时实现一致性和稳定性,并主动补偿网络延迟。详细设计了 NMAS 云预测控制器。对云预测控制方案的分析给出了闭环网络多智能体控制系统稳定性和一致性的充分必要条件。通过仿真验证了所提出的方案可以刻画 NMAS 的动态行为和控制性能。研究结果为 NMAS 的协同和协调控制及其应用的发展提供了基础。

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Predictive Control of Networked Multiagent Systems via Cloud Computing.基于云计算的网络多智能体系统预测控制。
IEEE Trans Cybern. 2017 Aug;47(8):1852-1859. doi: 10.1109/TCYB.2017.2647820. Epub 2017 Jan 18.

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