The Limits of LoRaWAN in Event-Triggered Wireless Networked Control Systems

Ivana Tomić, Laksh Bhatia, Michael J. Breza, J. Mccann
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引用次数: 8

Abstract

Wireless sensors and actuators offer benefits to large industrial control systems. The absence of wires for communication reduces the deployment cost, maintenance effort, and provides greater flexibility for sensor and actuator location and system architecture. These benefits come at a cost of a high probability of communication delay or message loss due to the unreliability of radio-based communication. This unreliability poses a challenge to contemporary control systems that are designed with the assumption of instantaneous and reliable communication. Wireless sensors and actuators create a paradigm shift in engineering energy-efficient control schemes coupled with robust communication schemes that can maintain system stability in the face of unreliable communication. This paper investigates the feasibility of using the low-power wide-area communication protocol LoRaWAN with an event-triggered control scheme through modelling in Matlab. We show that LoRaWAN is capable of meeting the maximum delay and message loss requirements of an event-triggered controller for certain classes of applications. We also expose the limitation in the use of LoRaWAN when message size or communication range requirements increase or the underlying physical system is exposed to significant external disturbances.
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LoRaWAN在事件触发无线网络控制系统中的局限性
无线传感器和执行器为大型工业控制系统提供了好处。由于没有电线通信,降低了部署成本和维护工作量,并为传感器和执行器的位置和系统架构提供了更大的灵活性。这些好处的代价是,由于基于无线电的通信不可靠,通信延迟或消息丢失的可能性很高。这种不可靠性对现代控制系统提出了挑战,这些控制系统的设计假设是即时可靠的通信。无线传感器和执行器在工程节能控制方案中创造了一种范式转变,加上强大的通信方案,可以在面对不可靠的通信时保持系统稳定性。本文通过Matlab建模研究了低功耗广域通信协议LoRaWAN与事件触发控制方案的可行性。我们表明,对于某些类型的应用程序,LoRaWAN能够满足事件触发控制器的最大延迟和消息丢失要求。当消息大小或通信范围需求增加或底层物理系统暴露于严重的外部干扰时,我们还揭示了使用LoRaWAN的局限性。
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