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Second-order consensus seeking in directed networks of multi-agent dynamical systems via generalized linear local interaction protocols

机译:通过广义线性局部交互协议在多主体动力学系统的有向网络中寻求二阶共识

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This paper focuses on the analytical study of final consensus convergence state ofmulti-agent dynamical systems by using a kind of generalized linear local interaction protocols. All the agents in the fixed directed network topology are governed by doubleintegrator dynamics. Almost all the existing linear local interaction consensus protocols can be considered as special cases of the present paper. By combining the algebraic graph theory and the matrix theory, some necessary and sufficient conditions are derived for reaching the second-order consensus. Moreover, the finial consensus convergence states of all agents are also be analytically determined. According to the obtained results, it is found that both the linear gains and the eigenvalues of the Laplacian matrix associated with the directed network topology play key roles in reaching consensus. Finally, the effectiveness and correctness of our theoretical findings are demonstrated by some numerical examples.
机译:本文利用一种广义的线性局部相互作用协议,对多智能体动力学系统的最终共识收敛状态进行了分析研究。固定定向网络拓扑中的所有代理均由双积分器动力学控制。几乎所有现有的线性局部交互共识协议都可以视为本文的特例。通过将代数图论和矩阵论相结合,得出了达到二阶共识的一些充要条件。此外,还可以通过分析确定所有主体的最终共识收敛状态。根据获得的结果,发现与有向网络拓扑关联的拉普拉斯矩阵的线性增益和特征值在达成共识中都起着关键作用。最后,通过一些数值例子证明了我们理论研究的有效性和正确性。

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