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A Model-Based Development Environment for Rapid-Prototyping of Latency-Sensitive Automotive Control Software

机译:基于模型的延迟敏感汽车控制软件快速原型开发环境

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摘要

The innovation in the field of automotive embedded systems has been increasingly relying on software-implemented functions. The control laws of these functions typically assume deterministic sampling rates and constant delays from input to output. However, on the target processors, the execution times of the software will depend on many factors such as the amount of interferences from other tasks, resulting in varying delays from sensing to actuating. Three approaches supported by tools, namely TrueTime, T-Res, and SimEvents, have been developed to facilitate the evaluation of how timing latencies affect control performance. However, these approaches support the simulation of control algorithms, but not their actual implementation. In this paper, we present a model interpretation engine running in a co-simulation environment to study control performances while considering the run-time delays in to account. Introspection features natively available facilitate the implementation of self-adaptive and fault-tolerance strategies to mitigate and compensate the run-time latencies. A DC servo controller is used as a supporting example to illustrate our approach. Experiments on controller tasks with injected delays show that our approach is on par with the existing techniques with respect to simulation. We then discuss the main benefits of our development approach that are the support for rapid-prototyping and the re-use of the simulation model at run-time, resulting in productivity and quality gains.
机译:汽车嵌入式系统领域的创新越来越依赖于软件实现的功能。这些功能的控制定律通常假设确定性的采样率和从输入到输出的恒定延迟。但是,在目标处理器上,软件的执行时间将取决于许多因素,例如来自其他任务的干扰量,从而导致从传感到执行的各种延迟。开发了工具支持的三种方法,即TrueTime,T-Res和SimEvents,以方便评估定时延迟如何影响控制性能。但是,这些方法支持控制算法的仿真,但不支持其实际实现。在本文中,我们提出了一种在联合仿真环境中运行的模型解释引擎,以研究控制性能,同时考虑到运行时延迟。本地可用的自省功能有助于实施自适应和容错策略,以减轻和补偿运行时延迟。以直流伺服控制器为例来说明我们的方法。具有注入延迟的控制器任务的实验表明,在仿真方面,我们的方法与现有技术相当。然后,我们讨论了我们开发方法的主要优点,这些优点是对快速原型的支持以及在运行时对仿真模型的重用,从而提高了生产率和质量。

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