Application of wavelet coding in a control system using wireless sensor networks

Felipe O. S. Gama, J. D. Fernandes, R. Semente, A. Salazar, L. G. Q. Silveira
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引用次数: 1

Abstract

The advance in wireless sensor networking technology is increasing the number of control systems that use these networks to transmit the relevant variable to be measured and controlled, despite of the more intense distortions caused by wireless channels. The performance of wireless communications systems is mainly limited by fading produced by multipath propagation. In order to minimize the fading effects, channel coding and diversity techniques are often used in wireless systems. Among the known coding techniques in the literature, the wavelet coding presents an interesting alternative to overcome the multipath fading, since it gets performance gain by transmitting in time diversity without compromising spectral efficiency. This paper investigates the use of wavelet coding in a system that operates over a wireless channel to control the rotation frequency of the direct current motor. Aspects such as packet error probability performance, hardware complexity and processing delays due to wavelet coding are analyzed, as well as its beneficial effects on the control system. In the proposed system, the wavelet coding was embedded in PIC microcontroller and a radio transceiver XBee is used to establish a wireless link. The obtained results demonstrate a reduction of fading effects on the control signal, as well as, a low cost for hardware implementation and a small impact on system processing time.
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小波编码在无线传感器网络控制系统中的应用
无线传感器网络技术的进步正在增加使用这些网络来传输要测量和控制的相关变量的控制系统的数量,尽管无线信道造成了更强烈的失真。无线通信系统的性能主要受到多径传播产生的衰落的限制。为了使衰落效应最小化,无线系统中经常采用信道编码和分集技术。在文献中已知的编码技术中,小波编码提供了一种有趣的替代方法来克服多径衰落,因为它通过时分集传输而不影响频谱效率,从而获得性能增益。本文研究了小波编码在无线信道系统中的应用,以控制直流电机的旋转频率。分析了小波编码在包错误率性能、硬件复杂度和处理延迟等方面对控制系统的有利影响。在该系统中,将小波编码嵌入到PIC单片机中,并使用无线电收发器XBee建立无线链路。所获得的结果表明,该方法减少了对控制信号的衰落影响,并且硬件实现成本低,对系统处理时间的影响小。
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