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Combining GA and iterative searching DOA estimation for CDMA signals.

Authors :
Chang, Ann-Chen
Hung, Jui-Chung
Source :
Neural Computing & Applications. Oct2010, Vol. 19 Issue 7, p1003-1011. 9p. 1 Diagram, 1 Chart, 5 Graphs.
Publication Year :
2010

Abstract

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09410643
Volume :
19
Issue :
7
Database :
Academic Search Index
Journal :
Neural Computing & Applications
Publication Type :
Academic Journal
Accession number :
53703475
Full Text :
https://doi.org/10.1007/s00521-010-0338-z