一种新的二维频率估计算法

Calyampudi R. Rao, L. Zhao, B. Zhou
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引用次数: 11

摘要

本文提出了一种二维频率估计算法。该算法由两部分组成。首先,分别估计两组一维不同频率。然后,通过配对两组估计的1-D频率中的分量来获得2-D频率的估计。正确的配对是基于信号子空间中的矢量与二维信号的噪声子空间正交这一事实。该算法继承了确定信号数量的能力。计算机仿真结果验证了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel algorithm for 2-dimensional frequency estimation
In this paper, an algorithm for 2-D frequency estimation is proposed. This algorithm consists of two parts. First, two sets of 1-D distinct frequencies are estimated separately. Then, the estimates of the 2-D frequencies are obtained by pairing the components in the two sets of estimated 1-D frequencies. The correct pairing is accomplished based on the fact that a vector in the signal subspace is orthogonal to the noise subspace of a 2-D signal. The capability of determining the number of signals is inherited in the proposed algorithm. Computer simulation results are provided to demonstrate the efficacy of the algorithm.<>
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