自定义无线网络的状态估计

Sayed Vahid Naghavi, A. Azami, F. Shabaninia
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引用次数: 1

摘要

研究了连续时间对象在自定义无线网络上的状态估计技术。假设工厂通过所提出的网络连接到控制器。无线网络的反馈控制包括有限的带宽、时变和未知的延迟以及高概率的数据丢失。从无线网络的结构中可以合理地推导出其中的一些问题。为了解决这些问题,提出了无线网络控制系统(WNCS)的定制无线网络架构,并研究了该方案引起的传输延迟和丢包问题。利用模糊状态估计技术对基于TCP的共享网络的时变时延进行估计。然后,将卡尔曼滤波应用于具有时变时滞的连续时间对象的最优滤波问题。将重组创新分析方法应用于解决网络引起的时变延迟问题。仿真结果表明了该方法的适用性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
State Estimation over Customized Wireless Network
In this paper the state estimation techniques are investigated over customized wireless network for a continuous-time plant. It is assumed that the plant is connected to the controller over the proposed network. The feedback control over wireless networks includes limited bandwidth, time-varying and unknown delays with a high probability of data loss. Reasonably, some of these issues are deduced from the wireless networks structures. In order to deal with these problems the customized wireless network architecture is proposed for this Wireless Networked Control System (WNCS) and the problem of transmission delays and packet losses which induced by this scheme is studied. The time-varying delays of the TCP based shared network is estimated by fuzzy state estimation technique. Thereafter the kalman filtering is applied to address the problem of optimal filtering for this continuous-time plant with time-varying delays. The re-organized innovation analysis approach is applied to tackle the network induced time-varying delays. The simulation results show the applicability of the proposed approach.
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