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An iterative spectrum sensing method based on double decision threshold

机译:基于双决策阈值的迭代频谱感知方法

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摘要

Traditionally, it cannot achieve the desired detection performance by only using CFAR criterion or CDR criterion to calculate decision threshold in spectrum sensing energy detection algorithms. With the decrease of SNR, noise error will accumulate, and algorithm complexity will increase. To solving these problems, this paper proposes a new iterative spectrum sensing method (CFADR) which uses a double decision threshold. CFADR combines CFAR criterion and CDR criterion to set the decision threshold. Perception results by using the proposed method in this paper are close to the desired false alarm probability when reaching a certain probability of detection. Compared with only using traditional CFAR criterion or CDR criterion to set threshold, the performance of perception results by using CFADR has been improved greatly. Theoretical analysis and simulation results show the effectiveness of the proposed method.
机译:传统上,仅在频谱感知能量检测算法中仅使用CFAR准则或CDR准则来计算决策阈值并不能达到理想的检测性能。随着SNR的降低,噪声误差会累积,算法复杂度也会增加。为了解决这些问题,本文提出了一种使用双重决策阈值的新的迭代频谱感知方法(CFADR)。 CFADR结合CFAR准则和CDR准则来设置决策阈值。当达到一定的检测概率时,本文提出的方法的感知结果接近于期望的虚警概率。与仅使用传统CFAR准则或CDR准则设置阈值相比,使用CFADR感知结果的性能有了很大的提高。理论分析和仿真结果表明了该方法的有效性。

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