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Efficient energy detector for spectrum sensing in complex Gaussian noise

机译:用于复杂高斯噪声中频谱感测的高效能量检测器

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The energy detector is a very useful detector for spectrum sensing in cognitive radio systems and has been widely employed for sensing optimization. However, there is certain mismatch between the theoretical and actual detection performance of the conventional energy detector in complex Gaussian noise, which will undermine the optimization accuracy. To solve this problem, an efficient energy detector in complex Gaussian noise is proposed and its theoretical detection performance expressions are derived based on the approximated distributions of its test statistic under different hypothesis. Numerical results show that compared with the conventional energy detector the new energy detector offers superior detection performance and its theoretical detection performance is almost as same as the actual one, which confirms the new energy detector's efficiency and is of great importance for the design of optimal spectrum sensing in cognitive radio systems.
机译:能量检测器是用于认知无线电系统中的光谱感测的非常有用的检测器,并且已广泛用于感测优化。然而,在复杂高斯噪声中传统能量检测器的理论和实际检测性能之间存在一定的不匹配,这将破坏优化精度。为了解决这个问题,提出了复杂高斯噪声中的有效能量检测器,并且基于不同假设下的测试统计的近似分布来导出其理论检测性能表达。数值结果表明,与传统能量检测器相比,新的能量探测器提供卓越的检测性能,其理论检测性能与实际的理论检测性能与实际的验证性相同,这证实了新的能量探测器的效率,并且对于最佳频谱的设计具有重要意义认知无线电系统中的感应。

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