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信息物理系统的过去、现在与未来:聚焦于模型

The past, present and future of cyber-physical systems: a focus on models.

作者信息

Lee Edward A

机构信息

EECS Department, University of California, Berkeley, CA 94720-1770, USA.

出版信息

Sensors (Basel). 2015 Feb 26;15(3):4837-69. doi: 10.3390/s150304837.

Abstract

This paper is about better engineering of cyber-physical systems (CPSs) through better models. Deterministic models have historically proven extremely useful and arguably form the kingpin of the industrial revolution and the digital and information technology revolutions. Key deterministic models that have proven successful include differential equations, synchronous digital logic and single-threaded imperative programs. Cyber-physical systems, however, combine these models in such a way that determinism is not preserved. Two projects show that deterministic CPS models with faithful physical realizations are possible and practical. The first project is PRET, which shows that the timing precision of synchronous digital logic can be practically made available at the software level of abstraction. The second project is Ptides (programming temporally-integrated distributed embedded systems), which shows that deterministic models for distributed cyber-physical systems have practical faithful realizations. These projects are existence proofs that deterministic CPS models are possible and practical.

摘要

本文探讨如何通过更好的模型来优化信息物理系统(CPS)的工程设计。历史证明,确定性模型极为有用,可以说是工业革命以及数字和信息技术革命的关键所在。已被证明成功的关键确定性模型包括微分方程、同步数字逻辑和单线程命令式程序。然而,信息物理系统以一种无法保持确定性的方式将这些模型结合在一起。两个项目表明,具有忠实物理实现的确定性CPS模型是可行且实用的。第一个项目是PRET,它表明同步数字逻辑的定时精度实际上可以在软件抽象级别实现。第二个项目是Ptides(编程时间集成分布式嵌入式系统),它表明分布式信息物理系统的确定性模型具有实际的忠实实现。这些项目证明了确定性CPS模型是可行且实用的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a4b3/4435108/6b7de945efdc/sensors-15-04837f1.jpg

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