认知无线网络噪声控制信道下的协同频谱感知

S. Srinu, S. L. Sabat, S. Udgata
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引用次数: 5

摘要

频谱感知是认知无线电中识别未利用频谱以提高频谱利用率的重要环节。为了减轻信道中阴影和衰落的影响,合作感知被用于频谱感知。在协同感知中,认知用户感知的信道被假设为有噪声的。此外,在CR用户和融合中心之间也存在信道噪声,降低了协同感知检测的精度。本文研究了控制信道中噪声对检测概率的影响,并采用卷积编码器的前向纠错技术来减轻控制信道噪声的影响。在每个CR中使用基于内曼-皮尔逊准则的能量检测,并使用蒙特卡罗方法分析感知性能。采用卷积编码和不采用卷积编码对控制信道进行了不同信噪比的仿真。结果表明,采用卷积编码后,该算法的检测概率显著提高。
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Cooperative spectrum sensing under noisy control channel for Cognitive Radio Network
Spectrum sensing is a vital phase in Cognitive Radio (CR) to identify the unutilized spectrum for improving the spectrum utilization. Cooperative sensing is being used for spectrum sensing to mitigate the effect of shadowing and fading in the channel. In cooperative sensing, the channels to be sensed by cognitive users are assumed to be noisy. Moreover, channel noise is also presents in between CR users and fusion center which reduces the cooperative sensing detection accuracy. In this paper, we studied the effect of noise in the control channel on detection probability and used forward error correction technique with convolutional encoder to mitigate the effect of control channel noise. Energy detection based on Neyman-Pearson criteria is used in each CR and sensing performance is analyzed using Monte-Carlo methods. The simulations are carried out with different signal-to-noise ratio (SNR) in the control channel with and without convolutional coding. The results reveal that the detection probability of the algorithm improves significantly with convolutional coding.
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