网络物理系统分布式调度协议与事件触发控制器设计的跨层方法

Hao Xu, S. Jagannathan
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引用次数: 5

摘要

在网络物理系统(CPS)中,多个实时动态系统通过共享通信网络连接到相应的控制器,而不是专用线路。由于在网络协议设计中忽略了实时动态系统的行为,现有的调度方案如集中式调度方案或分布式调度方案都不适合这种CPS。为此,本文提出了一种基于跨层方法的分布式调度协议设计,通过最大化利用从应用层和网络层收集的信息生成的效用函数来优化CPS的性能。随后,针对应用层未知的实时动态系统,提出了一种基于自适应模型的最优事件触发控制方案。与传统调度算法相比,本文提出的跨层分布式调度方案不仅可以有效地分配网络资源,而且可以提高整个实时动态系统的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A cross layer approach to the novel distributed scheduling protocol and event-triggered controller design for Cyber Physical Systems
In Cyber Physical Systems (CPS), multiple real-time dynamic systems are connected to their corresponding controllers through a shared communication network in contrast with a dedicated line. For such CPS, the existing scheduling schemes for instance Centralized or Distributed Scheduling schemes are unsuitable since the behavior of real-time dynamic systems is ignored during the network protocol design. Therefore, in this paper, a novel distributed scheduling protocol design via cross-layer approach is proposed to optimize the performance of CPS by maximizing the utility function which is generated by using the information collected from both the application and network layers. Subsequently, a novel adaptive model based optimal event-triggered control scheme is derived for each real-time dynamic system with unknown system dynamics in the application layer. Compared with traditional scheduling algorithms, the proposed distributed scheduling scheme via cross-layer approach can not only allocates the network resources efficiently but also improves the performance of the overall real-time dynamic system.
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