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Adaptive energy detection for spectrum sensing in unknown white Gaussian noise

机译:未知白高斯噪声中频谱感应的自适应能量检测

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摘要

Most previous works on energy detection for spectrum sensing have assumed that the noise power in the licensed band is constant over time and known a priori. However, it is widely known that this assumption does not hold in practice. In order to deal with this issue, the author has presented an adaptive energy detection strategy which adjusts its detection threshold according to the noise power estimation and analysed its sensing performance for the case of employing a single receive antenna at the secondary user terminals. The author extend this work to the case of multiple receive antennas. Analytical results show that the proposed scheme can maintain a target false alarm rate irrespective of the noise power level. Also, they demonstrate that it can achieve a closer approximation of the performance of the energy detector with an ideal detection threshold by increasing the number of the receive antennas and/or the time bandwidth product of the noise waveform used to estimate the noise power.
机译:以前有关频谱检测的能量检测的大多数工作都假设许可频段中的噪声功率随时间是恒定的,并且是先验的。但是,众所周知,这种假设在实践中不成立。为了解决这个问题,作者提出了一种自适应能量检测策略,该策略根据噪声功率估计来调整其检测阈值,并分析了在辅助用户终端使用单个接收天线的情况下的检测性能。作者将这项工作扩展到了多个接收天线的情况。分析结果表明,该方案可以保持目标虚警率,而与噪声功率水平无关。而且,他们证明,通过增加接收天线的数量和/或用于估计噪声功率的噪声波形的时间带宽乘积,它可以以理想的检测阈值更接近地接近能量检测器的性能。

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  • 来源
    《Communications, IET》 |2012年第13期|p.1884-1889|共6页
  • 作者

    Lim C.H.;

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  • 正文语种 eng
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