4.6 Article

Combining GA and iterative searching DOA estimation for CDMA signals

Journal

NEURAL COMPUTING & APPLICATIONS
Volume 19, Issue 7, Pages 1003-1011

Publisher

SPRINGER LONDON LTD
DOI: 10.1007/s00521-010-0338-z

Keywords

Adaptive array; Code-division multiple access; Direction-of-arrival estimation; Genetic algorithm; Noise subspace; Iterative searching

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This paper deals with direction-of-arrival (DOA) estimation based on iterative searching technique for code-division multiple access signals. It has been shown that the iterative searching technique is more likely to converge to a local maximum, causing errors in DOA estimation. In conjunction with a genetic algorithm for selecting initial search angle, we present an efficient approach to achieve the advantages of iterative DOA estimation with fast convergence and more accuracy estimate over existing conventional spectral searching methods. Finally, several computer simulation examples are provided for illustration and comparison.

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