论数据通信中的网络物理故障恢复能力:LoRaWAN 网络系统设计案例

IF 2 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Chao Wang, Cheng-Hsun Chuang, Yu-Wei Chen, Yun-Fan Chen
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引用次数: 0

摘要

在工业物联网(IIoT)中,提供故障弹性、高能效、软实时数据通信的系统有着广泛的应用。虽然对实时嵌入式系统的故障恢复能力进行了大量研究,但从网络物理系统(CPS)的角度进行研究仍然十分必要,因为网络物理系统的故障不仅来自系统软件/硬件的异常情况,还来自系统运行的物理环境。同时,除了目标系统软件/硬件中嵌入的传统容错策略外,还可以通过物理环境提供的一些战略性系统重新配置来缓解 CPS 故障。本文以运行低功耗广域网络标准 LoRaWAN 的物联网网络为背景,介绍了 CPS 容错数据通信的设计与实现。所提出的设计将协作式 IIoT 终端设备与网络网关结合在一起,网关搭载在作为环境一部分的第三方巡航物体上。该研究以数据通信为重点,说明了在满足 IIoT 系统对能效和通信及时性的共同需求的同时,解决 CPS 故障恢复能力问题所面临的挑战和机遇。设计的实现基于 ChirpStack,这是一个广泛使用的 LoRaWAN 开源框架。实验和仿真结果均表明,所提出的方案可以容忍有限的数据通信错误,同时在一定程度上节约了运行能耗,并保持了数据通信的及时性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On Cyber-Physical Fault Resilience in Data Communication: A Case From A LoRaWAN Network Systems Design
Systems offering fault-resilient, energy-efficient, soft real-time data communication have wide applications in Industrial Internet-of-Things (IIoT). While there have been extensive studies for fault resilience in real-time embedded systems, investigations from cyber-physical systems (CPS) perspective are still much needed, as CPS faults occur not just from abnormal conditions in the software/hardware of the system, but also from the physical environment in which the system operates. At the same time, in addition to conventional fault tolerance strategies embedded in the software/hardware of the target system, CPS faults could be mitigated via some strategic systems re-configuration made available by the physical environment. This paper presents a design and implementation for CPS fault-resilient data communication, in the context of IIoT networks running LoRaWAN, a low-power wide-area networking standard. The proposed design combines collaborative IIoT end devices plus a network gateway piggybacked on a third-party cruising object that is part of the environment. With the focus on data communication, the study illustrates challenges and opportunities to address CPS fault resilience while meeting the needs for energy efficiency and communication timeliness that are common to IIoT systems. The implementation of the design is based on ChirpStack, a widely used open source framework for LoRaWAN. The results from experiment and simulation both show that the proposed scheme can tolerate limited errors of data communication while saving operating energy and maintaining timeliness of data communication to some extent.
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来源期刊
ACM Transactions on Cyber-Physical Systems
ACM Transactions on Cyber-Physical Systems COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS-
CiteScore
5.70
自引率
4.30%
发文量
40
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