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Gaussian Target Detection in Multipath Clutter With Single-Antenna Time Reversal

机译:具有单天线时间反转的多径杂波中的高斯目标检测

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We derive the time reversal likelihood ratio optimal detector for a target in stationary random multipath clutter, extending prior work where both are assumed to be deterministic. We suppress the stationary clutter through adaptive power allocation. We show that the Time Reversal Likelihood Ratio Test performs much better than the conventional Weighted Energy Detector. We provide analytical results on the performance of the time reversal detector by approximating it with the Time Reversal Linear Quadratic detector, which models the received signal as a Complex Gaussian. Our simulations show that the Linear Quadratic detector is a good approximation to the Time Reversal Likelihood Ratio Test and that both show a significant improvement of 4 to 7 dB effective signal-to-noise ratio gain over the Weighted Energy Detector. This gain is dependent on the target and clutter power spectral densities.
机译:我们推导了平稳随机多径杂波中目标的时间逆转似然比最优检测器,并扩展了假定两者都是确定性的先前工作。我们通过自适应功率分配来抑制静态杂波。我们证明了时间逆向可能性比测试的性能要比传统的加权能量检测器好得多。通过使用时间反转线性二次检波器对其进行近似,我们可以提供时间反转检测器的性能分析结果,该模型将接收信号建模为复高斯。我们的仿真表明,线性二次检波器非常接近时间反转似然比测试,并且与加权能量检波器相比,两者均显示出4至7 dB的有效信噪比增益显着提高。该增益取决于目标和杂波功率谱密度。

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