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Wideband Sequential Spectrum Sensing with Varying Thresholds

机译:阈值变化的宽带顺序频谱感测

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In this contribution, time varying threshold sequential detectors are employed for energy detection-based spectrum sensing in low- SNR regimes. Sequential detection is proven to be faster (on average) than any other multi-sample detector for a set of given probabilities of detection and false-alarm. In this report, exact performance of a sequential detector for spectrum sensing is analyzed using the direct method. The theoretical results presented herein are verified with Monte-Carlo simulations. It is shown that for a SNR of -10dB, among tests with Wald and triangular thresholds with similar probabilities of mis-detection and false- alarm, triangular performs 54% faster in terms of maximum detection time (90 percentile).
机译:在此贡献中,时变阈值顺序检测器用于低SNR方案中基于能量检测的频谱感测。对于一组给定的检测和虚警概率,序列检测被证明比其他任何多样本检测器更快(平均而言)。在此报告中,使用直接方法分析了用于频谱感测的顺序检测器的精确性能。本文提出的理论结果已通过蒙特卡洛模拟进行了验证。结果表明,对于SNR为-10dB的情况,在Wald和三角形阈值的测试中,错误检测和错误警报的可能性相似,在最大检测时间(90%)方面,三角形的执行速度提高了54%。

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