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个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:格罗宁根大学
学位:博士
所在单位:控制科学与工程学院
学科:控制理论与控制工程
办公地点:海山楼A1118
电子邮箱:wgxiaseu@dlut.edu.cn
Balance Conditions in Discrete-Time Consensus Algorithms
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论文类型:会议论文
发表时间:2017-01-01
收录刊物:CPCI-S
摘要:We study the consensus problem of discrete-time systems under persistent flow and non-reciprocal interactions between agents. An arc describing the interaction strength between two agents is said to be persistent if its weight function has an infinite l(1) norm. We discuss two balance conditions on the interactions between agents which generalize the arc-balance and cut-balance conditions in the literature respectively. The proposed conditions require that such a balance should be satisfied over each time window of a fixed length instead of at each time instant. We prove that in both cases global consensus is reached if and only if the persistent graph, which consists of all the persistent arcs, contains a directed spanning tree. The convergence rates are also provided in terms of the number of node interactions that have taken place.