网络物理系统中数字模型的特定应用协同设计平台生成

Bailey Miller, Frank VahicK, T. Givargis
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引用次数: 13

摘要

网络物理系统的测试需要在广泛的操作条件下验证设备功能。网络物理设备与之交互的环境可能很复杂,因此很难探索所有可能的配置,例如医疗呼吸机设备的肺部或自动驾驶汽车的繁忙高速公路。利用设备和环境行为模型的计算机模拟可以作为测试的第一阶段,但在某些时候,必须使用实时运行的真实设备进行开发。我们提出了一个协同设计框架,用于帮助网络物理设备开发,其中真实设备或原型连接到模拟交互环境的实时模型。这样的测试设置被称为数字模型,并允许使用常用的但有限的物理模型难以捕获的测试环境场景。该框架支持模型硬件/软件协同设计,使不同速度和精度的模型能够在嵌入式处理器内实现或作为FPGA上的自定义协处理器电路。我们描述了一个附带的工具,它生成代码模板,以减少开发数字模型测试设置所需的时间。我们利用该框架为商业通风机构建了一个数字模型测试装置,并通过将环境模型作为电路和处理器上的指令来展示协同设计能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Application-specific codesign platform generation for digital mockups in cyber-physical systems
The testing of cyber-physical systems requires validating device functionality for a wide range of operating conditions. The environment with which the cyber-physical device interacts, such as lungs for a medical ventilator device or a busy freeway for an autonomous vehicle, may be complex and subsequently difficult to explore all possible configurations. Computer simulations that utilize device and environment behavioral models may be used as a first stage of testing, but at some point development must occur using the real device running in real-time. We present a codesign framework for aiding cyber-physical device development where real devices or prototypes are connected to real-time models that simulate the interacting environment. Such test setups are known as digital mockups and allow for testing environment scenarios that are hard to capture with commonly-used but limited physical mockups. The framework supports model hardware/software codesign to enable models of varying speed and accuracy to be implemented within an embedded processor or as a custom coprocessor circuit on an FPGA. We describe an accompanying tool that generates code templates to reduce the time required to develop digital mockup test setups. We utilize the framework to build a digital mockup test setup for a commercial ventilator, and showcase codesign capabilities by implementing environmental models as both circuits and as instructions on a processor.
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