Author :
Tian, Zhi ; Van Trees, Harry L.
Author_Institution :
Dept. of ECE, Michigan Technol. Univ., Houghton, MI, USA
Abstract :
The polynomial parameterized method of direction estimation (MODE) is a popular algorithm for the direction-of-arrival (DOA) estimation of narrowband incident signals with a uniform linear array. It is desirable to apply the MODE method in beamspace so as to take advantage of the benefits of beamspace operations in terms of reduced computational complexity and improved resolution thresholds. The difficulty with beamspace MODE is that the Vandermonde structure of the array manifold may not preserve during the beamspace transformation. It is crucial to derive a parameterized polynomial in the beamspace dimension. We develop a beamspace MODE algorithm using discrete Fourier transform (DFT) beams. Our analytic study indicates that the beamspace MODE offers asymptotically statistically efficient DOA estimates. Comparative simulations are performed to demonstrate the effectiveness of the proposed beamspace MODE.
Keywords :
array signal processing; direction-of-arrival estimation; discrete Fourier transforms; iterative methods; polynomials; DFT beams; DOA estimation; Vandermonde structure; array manifold; beamspace MODE; beamspace transformation; computational complexity; direction-of-arrival estimation; discrete Fourier transform beams; narrowband incident signals; parameterized polynomial; polynomial parameterized method of direction estimation; resolution thresholds; uniform linear array; Direction of arrival estimation; Discrete Fourier transforms; Fasteners; Fourier transforms; Iterative algorithms; Narrowband; Parameter estimation; Polynomials; Signal resolution; Vectors;
Conference_Titel :
Signals, Systems and Computers, 2001. Conference Record of the Thirty-Fifth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-7147-X
DOI :
10.1109/ACSSC.2001.987631