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Time-Constrained Failure Diagnosis in Distributed Embedded Systems

机译:分布式嵌入式系统中的时间约束失效诊断

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Advanced automotive control applications such as steer and brake-by-wire are typically implemented as distributed systems comprising many embedded processors, sensors, and actuators interconnected via a communication bus. They have severe cost constraints but demand a high level of safety and performance. Motivated by the need for timely diagnosis of faulty actuators in such systems, we present a general method to implement failure diagnosis under deadline and resource constraints. Actuators are diagnosed in distributed fashion by processors to provide a global view of their fault status. The diagnostic tests are implemented in software using analytical redundancy and execute concurrently with the control tasks. The proposed method solves the test scheduling problem using a static list-based approach which guarantees actuator diagnosis within designer-specified deadlines while meeting control performance goals. As a secondary objective, it also minimizes the number of required processors. We present simulation results evaluating the effectiveness of the proposed method under various design constraints.
机译:先进的汽车控制应用,例如转向和制动备线通常被实现为包括通过通信总线互连的许多嵌入式处理器,传感器和致动器的分布式系统。它们具有严重的成本限制,但需要高度的安全性和性能。由于需要及时诊断这些系统中的错误执行器,我们提出了一种在截止日期和资源限制下实施故障诊断的一般方法。执行器由处理器诊断为分布式方式,以提供其故障状态的全局视图。诊断测试是在使用分析冗余的软件中实现的,并与控制任务同时执行。该方法使用基于静态列表的方法解决了测试调度问题,该方法在满足控制性能目标的同时保证设计人指定的截止日期内的执行器诊断。作为次要目标,它还最小化所需处理器的数量。我们提出了在各种设计限制下评估所提出的方法的有效性的仿真结果。

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