IEEE Trans Cybern. 2017 Aug;47(8):1860-1871. doi: 10.1109/TCYB.2017.2691714. Epub 2017 Apr 20.
This paper considers the position-based consensus in a network of agents with double-integrator dynamics and directed topology. Two types of distributed observer algorithms are proposed to solve the consensus problem by utilizing continuous and intermittent position measurements, respectively, where each observer does not interact with any other observers. For the case of continuous communication between network agents, some convergence conditions are derived for reaching consensus in the network with a single constant delay or multiple time-varying delays on the basis of the eigenvalue analysis and the descriptor method. When the network agents can only obtain intermittent position data from local neighbors at discrete time instants, the consensus in the network without time delay or with nonuniform delays is investigated by using the Wirtinger's inequality and the delayed-input approach. Numerical examples are given to illustrate the theoretical analysis.
本文考虑了具有双积分器动力学和有向拓扑的代理网络中的基于位置的共识。提出了两种分布式观测器算法,分别利用连续和间歇位置测量来解决共识问题,其中每个观测器不与任何其他观测器相互作用。对于网络代理之间连续通信的情况,基于特征值分析和描述符方法,推导了在具有单个常数延迟或多个时变延迟的网络中达到共识的一些收敛条件。当网络代理只能在离散时间点从本地邻居获取间歇位置数据时,通过使用 Wirtinger 不等式和延迟输入方法研究了无延迟或具有非均匀延迟的网络中的共识。给出了数值示例来说明理论分析。