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A Real-Value Algorithm of ESPRIT via Exploitation of Non-circular Sources Property
基于非圆信号的实值ESPRIT算法

Keywords: Array signal processing,Direction-Of-Arrival(DOA)estimation,ESPRIT
阵列信号处理
,DOA估计,ESPRIT,非圆信号,ESPRIT,算法,Property,Sources,Exploitation,估计精度,仿真实验,复值,维数,运算量,特征值分解,信号个数,处理,变结构,旋转,构造,阵元个数,虚拟,数据转化

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Abstract:

A new ESPRIT-like method is presented to estimate the Direction-Of-Arrival (DOA) of non-circular sources. The basic idea of the real-value algorithm is to use the non-circular sources property of the received signals to get the sine and cosine data. Because the new data are the real-valued sine and cosine data respectively, the proposed algorithm can double the length of data by concatenating the sine and cosine data in tandem, as a result it can improve the performance of the DOA estimation and can resolve two times the number of directions when compared to those conventional ESPRIT-like estimators. More importantly, the computational complexity is reduced in the eigennalysis stage, because it exploits the eigencomposition of a real-valued covariance matrix. The simulation results show that the proposed method is superior in resolving noncoherent signal.

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