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Adaptive Wavelet Coding Applied in a Wireless Control System

机译:自适应小波编码在无线控制系统中的应用

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摘要

Wireless control systems can sense, control and act on the information exchanged between the wireless sensor nodes in a control loop. However, the exchanged information becomes susceptible to the degenerative effects produced by the multipath propagation. In order to minimize the destructive effects characteristic of wireless channels, several techniques have been investigated recently. Among them, wavelet coding is a good alternative for wireless communications for its robustness to the effects of multipath and its low computational complexity. This work proposes an adaptive wavelet coding whose parameters of code rate and signal constellation can vary according to the fading level and evaluates the use of this transmission system in a control loop implemented by wireless sensor nodes. The performance of the adaptive system was evaluated in terms of bit error rate (BER) versus Eb/N0 and spectral efficiency, considering a time-varying channel with flat Rayleigh fading, and in terms of processing overhead on a control system with wireless communication. The results obtained through computational simulations and experimental tests show performance gains obtained by insertion of the adaptive wavelet coding in a control loop with nodes interconnected by wireless link. These results enable the use of this technique in a wireless link control loop.
机译:无线控制系统可以在控制回路中感测,控制无线传感器节点之间交换的信息并对其起作用。但是,交换的信息容易受到多径传播所产生的退化影响。为了最小化无线信道的破坏性影响特性,最近已经研究了几种技术。其中,由于小波编码对多径效应的鲁棒性和较低的计算复杂度,因此是无线通信的一个很好的选择。这项工作提出了一种自适应小波编码,其码率和信号星座图的参数可以根据衰落水平而变化,并在无线传感器节点实现的控制环路中评估该传输系统的使用。根据误码率(BER)与Eb / N0和频谱效率的关系,考虑具有平坦瑞利衰落的时变信道,并根据具有无线通信的控制系统的处理开销,评估了自适应系统的性能。通过计算仿真和实验测试获得的结果表明,通过将自适应小波编码插入到具有通过无线链路互连的节点的控制环中,可以获得性能提升。这些结果使该技术可以在无线链路控制环路中使用。

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