Event-triggered model predictive control for wireless networked control system

Quan Wang, Yuanyuan Zou, Y. Niu
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引用次数: 1

Abstract

In order to save communication consumption in the wireless nodes of networked control systems, this paper investigates the stabilization problem of an event-triggered constrained model predictive control. A state-feedback predictive control law is designed by solving an infinite horizon performance objective and an event-triggered condition involving the norm of a measurement error is derived based on input-to-state stability. Under the proposed mechanism, the measurements are sent by wireless network and the predictive control optimization is implemented only when the triggering conditions are satisfied. This approach not only can alleviate the energy consumption but also achieves the desired control performance and constraints satisfaction. Finally, an example is given to illustrate the effectiveness of the proposed results.
无线网络控制系统的事件触发模型预测控制
为了节省网络控制系统无线节点的通信消耗,研究了一种事件触发约束模型预测控制的镇定问题。通过求解无限视界性能目标,设计了状态反馈预测控制律,并基于输入-状态稳定性导出了涉及测量误差范数的事件触发条件。在该机制下,测量数据通过无线网络发送,只有在满足触发条件时才进行预测控制优化。该方法既能降低系统能耗,又能达到预期的控制性能和约束要求。最后,通过一个算例验证了所提结果的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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