基于模型约简的远程网络控制系统传输数据压缩

Libin Bai, Sheng-Guo Wang
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引用次数: 0

摘要

提出了一种利用模型约简的方法来减少网络控制系统中数据传输的新方法。基于被控对象的可控性和可观测性,利用平衡截断法(BTM)截断系统状态向量的“不重要”信息,然后通过网络发送给控制器。利用线性矩阵不等式(LMI)的形式导出了截断ncs的指数稳定性条件。这种数据截断的方法通常可以减少时间延迟,进一步提高NCSs的性能。此外;利用这一事实讨论了ncs的优化问题。仿真验证了结果的正确性。
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Transmission data compression of remote networked control systems via model reduction method
This paper proposes a new approach to reduce the data transmitted in networked control systems (NCSs) via model reduction method. Based on the controllability and observability of the remote controlled plant, the “unimportant” information of system states vector is truncated by balanced truncation method (BTM) before sending to the controller via network. The exponential stability condition of the truncated NCSs is derived via linear matrix inequality (LMI) forms. This method of data truncation can usually reduce the time delay and further improve the performance of the NCSs. Furthermore; the optimization of NCSs is discussed by utilizing this fact. The simulation validates the correctness of the results.
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