Title :
Modified MODEX method for direction finding with improved threshold performance
Author :
Krummenauer, Rafael ; Da Silva, Francislei J. ; Lopes, Amauri
Author_Institution :
Dept. of Commun., State Univ. of Campinas, Campinas
Abstract :
We propose to modify the MODEX algorithm for estimating direction of arrival (DOA) of plane waves using array of sensors. The MODEX algorithm is a method of direction estimation (MODE) based estimator that conveniently increases the number of MODE estimates, increasing the order of the polynomial, whose roots (candidates) estimate the DOA parameters. To select the better set of candidates, MODEX employs a maximum likelihood (ML) procedure. The proposed method affects the candidate selection process and improves its performance. This performance gain is achieved by replacing the original sample covariance matrix by a new one computed after a noise reduction filtering on the snapshot vectors. The modified selection procedure improves the MODEX performance and reduces significantly the threshold signal-to- noise ratio.
Keywords :
array signal processing; covariance matrices; direction-of-arrival estimation; filtering theory; maximum likelihood estimation; MODEX method; covariance matrix; direction finding; direction of arrival estimation; maximum likelihood estimation; noise reduction filtering; plane waves; sensor array processing; snapshot vectors; Covariance matrix; Direction of arrival estimation; Filtering; Maximum likelihood estimation; Noise reduction; Parameter estimation; Performance gain; Polynomials; Sensor arrays; Signal to noise ratio; Array processing; Direction of arrival; MODEX; Parameter estimation;
Conference_Titel :
Telecommunications Symposium, 2006 International
Conference_Location :
Fortaleza, Ceara
Print_ISBN :
978-85-89748-04-9
Electronic_ISBN :
978-85-89748-04-9
DOI :
10.1109/ITS.2006.4433241