基于压缩感知的认知无线网络衰落信道主用户检测

M. Abo-Zahhad, Sabah M. Ahmed, M. Farrag, K. BaAli
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引用次数: 1

摘要

压缩频谱感知作为宽带认知无线电网络的一种解决方案,在相关领域的研究人员中得到了相当大的重视。最近,发表的关于检测主用户信号的工作通过在AWGN信道上使用小压缩比呈现出可持续的结果。据我们所知,由于基于压缩测量的能量检测在衰落信道上的性能尚未得到研究,因此,本研究提出了基于压缩测量的能量检测在瑞利衰落信道上的性能。所提出的工作已通过MATLAB软件实现。与传统的瑞利衰落信道压缩能量检测方法进行了比较,结果表明该方法具有更好的检测性能。
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Primary User Detection in Cognitive Radio Networks Over Fading Channel Using Compressed Sensing
Compressed spectrum sensing has gained considerable importance among researchers in the field of concern as a solution for wideband cognitive radio networks. Recently, published works on detecting primary users' signals presented sustainable results by using small compression ratios over the AWGN channel. To the best of our knowledge, since the performance of compressed measurements based detection has not been investigated yet over fading channels, the current study, therefore, presents the performance of compressed measurements based energy detection over Rayleigh fading channel. The proposed work has been implemented by means of MATLAB software. In comparison with the traditional compressed energy detection over the Rayleigh fading channel, the results show that our proposed technique is better in detection performance.
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