具有访问约束的网络控制系统的鲁棒预测控制

P. Zhang
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引用次数: 0

摘要

基于滚动水平优化策略,研究了具有介质访问约束和丢包的网络鲁棒预测控制问题。首先,考虑介质访问约束和丢包等网络因素的影响,利用马尔可夫跳变规则和伯努利独立同分布过程将网络问题转化为网络控制系统的鲁棒问题;根据建立的马尔可夫跳变系统模型和稳定性分析,采用线性矩阵不等式(LMI)方法设计了网络控制系统的鲁棒预测控制器,使系统渐近稳定。最后通过数值算例验证了所提控制方法的有效性。网络化控制系统;介质访问约束;包丢失;鲁棒预测控制器。
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Robust predictive Control for Networked Control Systems with Access Constraints
Based on the rolling horizon optimization strategy, the networked robust predictive control with medium access constraints and packet loss is studied. Firstly, considering the influence of network factors such as medium access constraints and packet loss, Markov jump rule and Bernoulli independent and identically distributed process are used to transform the network problem into the robust problem of networked control system. According to the established Markov jump system model and stability analysis, a robust predictive controller for networked control systems is designed by using linear matrix inequality (LMI) method, which makes the system asymptotically stable. Finally, a numerical example is given to verify the effectiveness of the proposed control method.Networked control system; medium access constraints; packet loss; robust predictive controller.
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