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Multi-consensus of multi-agent systems with various intelligences using switched impulsive protocols

机译:使用切换脉冲协议的具有多种智能的多智能体系统的多共识

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In this paper, multi-consensus refers to that the states of multi-agent systems asymptotically converge to several consistent values. The concept of intelligence degree is introduced to characterize the level of agent intelligence. Based on that, some distributed switched impulsive protocols are proposed using sampled position data and sampled velocity data alternately at sampling instants. The continuous-time multi-agent system using the proposed protocols is equivalently transformed into a discrete-time system. Some necessary and sufficient conditions on the communication network topology are obtained. Three types of multi-consensus can be asymptotically achieved if and only if the directed network has a spanning tree and the feedback gains and sampling periods are chosen appropriately. Moreover, the final states of multi-consensus are analytically determined for second-order multi-agent systems, which depend on the initial states of the agents, the communication network topology, and the feedback gains in the protocols. Numerical examples are finally presented to show the effectiveness of the proposed protocols and to verify the theoretical results. (C) 2016 Elsevier Inc. All rights reserved.
机译:在本文中,多共识是指多智能体系统的状态渐近收敛到几个一致的值。引入智能度的概念来表征代理智能的水平。在此基础上,提出了一些在采样时刻交替使用采样位置数据和采样速度数据的分布式切换脉冲协议。使用提出的协议的连续时间多智能体系统等效地转换为离散时间系统。获得了有关通信网络拓扑的一些必要条件和充分条件。当且仅当有向网络具有生成树并且适当选择了反馈增益和采样周期时,才能渐近实现三种类型的多共识。此外,对于二阶多智能体系统,通过解析确定多共识的最终状态,这取决于智能体的初始状态,通信网络拓扑以及协议中的反馈增益。最后给出了数值示例,以证明所提出协议的有效性并验证理论结果。 (C)2016 Elsevier Inc.保留所有权利。

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