有限通信信道网络控制系统的LQG最优控制

Wang Yalin, Lin Xiang, Gui Weihua
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引用次数: 3

摘要

对于通信通道有限的多输入多输出(MIMO)网络控制系统(NCSs),在任何时间只有一些传感器和执行器可以接入网络。考虑到这一点,通过引入通信矩阵来建立系统模型,当节点无法接入网络时,复用最后的控制信号,丢弃当前输出信号。然后分析了控制系统的可控性和可观测性,给出了其周期通信序列的选择原则。基于周期通信序列,采用卡尔曼滤波和LQ调节器设计了稳定的线性二次高斯(LQG)最优网络控制器。最后通过数值算例验证了该方法的可行性和有效性。
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LQG optimal control of networked control systems with limited communication channels
For multiple inputs and multiple outputs (MIMO) networked control systems (NCSs) with limited communication channels, only some of sensors and actuators can access networks at any one time. Taken it into account, the system model is built by introducing communication matrixes, which reuse the last control signals and discard the current output signals when nodes fail to access networks. Then the controllability and the observability of the control systems are analyzed, and the selection principle of its periodic communication sequences is given. Based on the periodic communication sequences, a stable Linear Quadratic Gaussian (LQG) optimal networked controller is designed with kalman filtering and LQ regulator. Finally, numerical examples are given to demonstrate the feasibility and validity of the proposed method.
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