存在非高斯水声噪声时的时间反转预编码

Sharbari Banerjee, M. Agrawal
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引用次数: 0

摘要

时间反转(TR)预编码是一种有效缓解水声(UWA)链路中多径影响的方法。然而,传统上对加性高斯白噪声(AWGN)接收机进行了研究,发现该方法对相关接收机的信噪比最大化最优。最近的研究提出了在UWA信道中传统AWGN假设不成立的几种情况;相反,信道噪声可以用重尾非高斯随机过程更好地描述。这激发了研究非高斯噪声存在下TR预编码的最优性的兴趣。在本文中,我们使用了三种非常流行的非高斯统计量——广义高斯统计量(GG)。利用高斯混合(GM)和柯西-高斯混合(CGM)来近似UWA噪声,并评估基于传统TR预编码器的通信系统在不同水下信道条件下的性能。
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Time reversal precoding in the presence of non-gaussian underwater acoustic noise
Time Reversal (TR) precoding is well-established for mitigating the effects of multipath in an underwater acoustic (UWA) link. However, it has traditionally been studied with additive white Gaussian noise (AWGN) receivers, and, has been found to be optimal for SNR maximization of correlation receiver. Recent research has presented several scenarios where conventional AWGN assumption does not hold in UWA channel; rather, channel noise is better described by heavy-tailed non-Gaussian stochastic processes. This motivates an interest to study the optimality of TR precoding in the presence of non-Gaussian noise as well. In this paper, we use three very popular non-Gaussian statistics, Generalized Gaussian (GG). Gaussian mixture (GM), and Cauchy-Gaussian mixture (CGM), to approximate UWA noise and evaluate the performance of a traditional TR precoder based communication system in different underwater channel conditions.
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