Challenges and recent advances in the design of real-time wireless Cyber-Physical Systems

Romain Jacob
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引用次数: 2

Abstract

Cyber-Physical Systems (CPS) refer to systems where some intelligence is embedded into devices that interact with their environment. Using wireless technology in such systems is desirable for better flexibility, improved maintainability, and cost reduction, among others. Moreover, CPS applications often specify deadlines; that is, maximal tolerable delays between the execution of distributed tasks. Systems that guarantee to meet such deadlines are called real-time systems. In the past few years, a technique known as synchronous transmissions (ST) has been shown to enable reliable and energy efficient communication, which is promising for the design of real-time wireless CPS.

We identify at least three issues that limit the adoption of ST in this domain: (i) ST is difficult to use due to stringent time synchronization requirements (in the order of μs). There is a lack of tools to facilitate the implementation of ST by CPS engineers, which are often not wireless communication experts. (ii) There are only few examples showcasing the use of ST for CPS applications and academic works based on ST tend to focus on communication rather than applications. Convincing proof-of-concept CPS applications are missing. (iii) The inherent variability of the wireless environment makes performance evaluation challenging. The lack of an agreed-upon methodology hinders experiment reproducibility and limits the confidence in the performance claims. This paper synthesizes recent advances what address these three problems, thereby enabling significant progress for future applications of low-power wireless technology in real-time CPS.

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实时无线信息物理系统设计的挑战和最新进展
网络物理系统(CPS)是指将一些智能嵌入到与环境交互的设备中的系统。在这样的系统中使用无线技术是为了获得更好的灵活性、改进的可维护性和降低成本等。此外,CPS申请通常会指定截止日期;也就是说,分布式任务执行之间的最大可容忍延迟。保证在这样的期限内完成任务的系统被称为实时系统。在过去的几年里,一种被称为同步传输(ST)的技术已经被证明可以实现可靠和节能的通信,这对实时无线CPS的设计很有希望。我们发现至少有三个问题限制了ST在该领域的采用:(i)由于严格的时间同步要求(以μs为顺序),ST难以使用。CPS工程师通常不是无线通信专家,因此缺乏工具来促进ST的实施。(ii)在CPS应用中使用科技的例子很少,基于科技的学术作品往往侧重于交流而不是应用。缺乏令人信服的概念验证CPS应用程序。(iii)无线环境固有的可变性使性能评估具有挑战性。缺乏商定的方法阻碍了实验的可重复性,并限制了对性能声明的信心。本文综合了解决这三个问题的最新进展,从而为低功耗无线技术在实时CPS中的未来应用取得了重大进展。
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