乘加噪声环境下相干信号二维到达方向估计的时间平滑方法

Hong Jiang, Shuxun Wang
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引用次数: 7

摘要

本文将时间平滑技术扩展到乘性/加性噪声环境下相干信号的二维到达方向估计问题。为了从复杂的噪声和干扰中检测出感兴趣的信号,首先提出了一种利用循环平稳信号的三阶循环矩的二维DOA估计算法。由于实际无线场景中多径反射系数的变化比其doa变化更快,因此考虑了相干信号多方向的时间平滑处理,有助于解决平面阵列二维估计情况下的角度模糊问题。与基于空间平滑的二维亚平面阵列结构分组方法相比,该方法具有较低的复杂度和进一步的阵列孔径扩展。此外,它还可以检测SOIs,抑制乘性/加性平稳噪声,去除不同循环频率的干扰信号
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On Temporal Smoothing for Two-Dimensional Direction-of-Arrival Estimation of Coherent Signals in Multiplicative/Additive Noises Environment
In this paper, temporal smoothing technology is extended for solving two-dimensional (2-D) direction-of-arrival (DOA) estimation of coherent signals problem in multiplicative/additive noises environment. To detect the signals of interest (SOIs) from complicated noises and interferences, a 2-D DOA estimation algorithm is firstly proposed exploiting third-order cyclic moment of cyclostationary signals. Due to the more rapid changes of multipath reflection coefficients than their DOAs in real wireless scenarios, temporal smoothing to resolve multiple directions of coherent signals is considered, which is helpful in solving the angle ambiguity problem in 2-D estimation case using a planar array. Compared with spatial smoothing based 2-D method, in which multiple sub-planar array structure need to be grouped, the proposed method has less complexity and further array aperture extension. Also, it can detect SOIs, suppress multiplicative/additive stationary noises and remove interfering signal with different cyclic frequency
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