一种基于匹配追踪算法的无线电信号抗干扰方法

Dong Liu, Y. Wen, Jinbao Zhang, J. Ren
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引用次数: 0

摘要

由于位于列车车顶的GSM-R(全球移动通信系统-铁路)天线距离接触网非常近,受电弓与接触网之间的滑动接触经常会受到电磁瞬态干扰。为了抑制这种瞬态噪声,提高通信的可靠性,提出了一种基于匹配跟踪算法的无线电信号瞬态噪声抑制方法。首先,构造一个只匹配瞬态噪声的过完备原子库,实现瞬态噪声的稀疏分解;然后,在原子库中对瞬态噪声进行最优匹配原子搜索。本文采用GSM-R系统中的GMSK调制信号作为无线电信号对瞬态噪声进行降噪。仿真结果表明,该方法能有效地处理无线电信号的瞬态噪声去噪问题,结果精度高,无线电波形失真度低,保持了无线电信号的原始特征,对受瞬态噪声污染的无线电信号进行处理后,误码率显著降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An anti-interference method for radio signals based on matching pursuit algorithm
Since the GSM-R (Global System for Mobile communications-Railways) antenna located on the train roof is very close to the catenary, it often receives electromagnetic transient disturbance due to sliding contact between the pantograph and the catenary. In order to suppress this transient noise and improve the reliability of communication, a transient noise suppressing method for radio signals based on matching pursuit algorithm is proposed. Firstly, An over-complete atomic library that matches only the transient noise in the mixed radio signal is constructed to implement the sparse decomposition of the transient noise. Then, the optimal matching atomic search of the transient noise is proceeded in the atomic library. In this paper, the GMSK modulation signal in GSM-R system is used as the radio signal to be denoised from the transient noise. The simulation results show that this method can effectively deal with the transient noise denoising problem of the radio signal with a high accuracy result and a low distortion of the radio waveform which keeps the original characteristics of the radio signal, the bit error rate of the radio signal polluted by transient noise is significantly reduced after the processing of the algorithm proposed.
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