Control over a Hybrid MAC Wireless Network

José Araújo, Yassine Ariba, P. Park, H. Sandberg, K. Johansson
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引用次数: 3

Abstract

Wireless Sensor Networks and Control Systems are an essential part of the Smart Grid. We consider the problem of performing control over large complex networked systems with packet drops. More specifically, we are interested in improving the performance of the regulation of control loops when the communication is made over low-cost wireless networks. In control over wireless networks it is common to use Contention-Free (CF) schemes where no losses occur with the price of low scalability and complicated scheduling policies. In this work we propose a hybrid MAC and control architecture, where a small number of control loops with high demand of attention are scheduled in a CF scheme and well regulated loops are scheduled in a lossy, asynchronous and highly scalable, Contention-Access (CA) scheme. We model and analyze the performance of such system with Markov Jump Linear System (MJLS) tools and compare it with other architecture types. Performance is evaluated using a quadratic cost function of the state.
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混合MAC无线网络的控制
无线传感器网络和控制系统是智能电网的重要组成部分。我们考虑对具有丢包的大型复杂网络系统进行控制的问题。更具体地说,我们感兴趣的是在低成本无线网络上进行通信时提高控制回路的调节性能。在对无线网络的控制中,通常使用无争用(CF)方案,这种方案不会发生损失,但代价是低可伸缩性和复杂的调度策略。在这项工作中,我们提出了一种混合MAC和控制架构,其中在CF方案中调度少量具有高关注需求的控制环路,而在损耗,异步和高度可扩展的争用访问(CA)方案中调度良好的调控环路。我们用Markov Jump Linear system (MJLS)工具对该系统的性能进行建模和分析,并将其与其他架构类型进行比较。使用状态的二次代价函数来评估性能。
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