利用高阶循环平稳性的非高斯源定位

G. Giannakis, S. Shamsunder
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引用次数: 10

摘要

利用通信信号的非高斯特性和循环平稳特性,提出了一种新的到达方向估计算法。该方法利用阵列输出的循环高阶统计量(CHOS)抑制未知谱含量的加性高斯噪声,即使该噪声与感兴趣的非高斯信号共享相同的周期频率。CHOS可以容忍周期频率以外的非高斯干扰,并且允许人们使用更少的传感器一致地估计更多源(每个周期)的doa。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Non-Gaussian source localization via exploitation of higher-order cyclostationarity
Novel direction of arrival (DOA) estimation algorithms which exploits the non-Gaussian and cyclostationary nature of communication signals are explored. The proposed methods employ cyclic higher-order statistics (CHOS) of the array output and suppress additive Gaussian noise of unknown spectral content even when the noise shares common cycle frequencies with the nonGaussian signals of interest. CHOS are tolerant to non-Gaussian interferences with cycle frequencies other than those of the desired signals, and allow one to estimate consistently the DOAs of more sources (per cycle) with fewer sensors.<>
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