A novel algorithm for 2-dimensional frequency estimation

Rao, C. R. ; Zhao, L. C. ; Zhou, B. (1993) A novel algorithm for 2-dimensional frequency estimation Conference Record - Asilomar Conference on Signals, Systems and Computers, 1 . pp. 199-202. ISSN 1058-6393

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Official URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumb...

Related URL: http://dx.doi.org/10.1109/ACSSC.1993.342499

Abstract

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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