Feedback control goes wireless: guaranteed stability over low-power multi-hop networks

Fabian Mager, Dominik Baumann, Romain Jacob, L. Thiele, Sebastian Trimpe, Marco Zimmerling
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引用次数: 52

Abstract

Closing feedback loops fast and over long distances is key to emerging applications; for example, robot motion control and swarm coordination require update intervals of tens of milliseconds. Low-power wireless technology is preferred for its low cost, small form factor, and flexibility, especially if the devices support multi-hop communication. So far, however, feedback control over wireless multi-hop networks has only been shown for update intervals on the order of seconds. This paper presents a wireless embedded system that tames imperfections impairing control performance (e.g., jitter and message loss), and a control design that exploits the essential properties of this system to provably guarantee closed-loop stability for physical processes with linear time-invariant dynamics. Using experiments on a cyber-physical testbed with 20 wireless nodes and multiple cart-pole systems, we are the first to demonstrate and evaluate feedback control and coordination over wireless multi-hop networks for update intervals of 20 to 50 milliseconds.
无线反馈控制:保证在低功耗多跳网络上的稳定性
快速和长距离关闭反馈回路是新兴应用的关键;例如,机器人运动控制和群体协调需要几十毫秒的更新间隔。低功耗无线技术因其低成本、小尺寸和灵活性而成为首选,特别是如果设备支持多跳通信。然而,到目前为止,对无线多跳网络的反馈控制只显示了以秒为单位的更新间隔。本文提出了一种无线嵌入式系统,该系统可以克服影响控制性能的缺陷(例如抖动和消息丢失),并利用该系统的基本特性来保证具有线性时不变动力学的物理过程的闭环稳定性。通过在20个无线节点和多个车杆系统的网络物理测试台上进行实验,我们首次演示和评估了无线多跳网络上的反馈控制和协调,更新间隔为20至50毫秒。
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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