arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 0806.1567cs.NI
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基于智能传感器的无线控制系统中的灵活时间触发采样

Flexible Time-Triggered Sampling in Smart Sensor-Based Wireless Control Systems

Feng Xia, Wenhong Zhao

摘要:

无线控制系统(WCS)通常必须在动态环境中操作,其中网络业务负载可能随时间不可预测地变化。传感器中的采样通常是以固定周期时间触发的。在这种情况下,当网络欠载时,只能实现比可能更差的控制质量(QoC),而过载条件可能显著降低QoC,甚至导致系统不稳定。当无线网络的带宽受到限制并且由多个控制环路共享时,这尤其如此。为了解决这些问题,一个灵活的时间触发的采样方案,在这项工作中。智能传感器用于方便采样周期的动态调整,这增强了基于时间触发采样的系统的灵活性和资源效率。反馈控制技术被用于以周期性方式适配采样周期。每个控制回路中的最后期限错过率被维持在期望水平处/附近,而不管工作负载变化。仿真结果表明,所提出的采样方案是能够处理动态和不可预测的变化,在网络流量负载。与传统的时间触发采样相比,它导致在动态环境中工作的WCS中更好的QoC。

英文摘要:

Wireless control systems (WCSs) often have to operate in dynamic environments where the network traffic load may vary unpredictably over time. The sampling in sensors is conventionally time triggered with fixed periods. In this context, only worse-than-possible quality of control (QoC) can be achieved when the network is underloaded, while overloaded conditions may significantly degrade the QoC, even causing system instability. This is particularly true when the bandwidth of the wireless network is limited and shared by multiple control loops. To address these problems, a flexible time-triggered sampling scheme is presented in this work. Smart sensors are used to facilitate dynamic adjustment of sampling periods, which enhances the flexibility and resource efficiency of the system based on time-triggered sampling. Feedback control technology is exploited for adapting sampling periods in a periodic manner. The deadline miss ratio in each control loop is maintained at/around a desired level, regardless of workload variations. Simulation results show that the proposed sampling scheme is able to deal with dynamic and unpredictable variations in network traffic load. Compared to conventional time-triggered sampling, it leads to much better QoC in WCSs operating in dynamic environments.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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