Title :
Asymptotically optimal estimation of DOA for non-circular sources from second order moments
Author :
Delmas, Jean-Pierre
Author_Institution :
Departement CITI, Inst. Nat. des Telecommun., Evry, France
Abstract :
This paper addresses an asymptotically minimum variance (AMV) algorithm within the class of algorithms based on second-order statistics for estimating direction of arrival (DOA) parameters of possibly spatially correlated (even coherent) narrowband non-circular sources impinging on arbitrary array structures. To reduce the computational complexity due to the nonlinear minimization required by the matching approach, the covariance matching estimation techniques (COMET) are included in the algorithm. A numerical example illustrates the performance of the AMV algorithm.
Keywords :
array signal processing; correlation methods; covariance matrices; direction-of-arrival estimation; minimisation; statistical analysis; AMV algorithm; COMET; DOA; arbitrary array structures; asymptotically minimum variance algorithm; asymptotically optimal estimation; coherent narrowband sources; computational complexity reduction; covariance matching estimation techniques; noncircular sources; nonlinear minimization; performance; second order moments; second-order statistics; spatially correlated sources; Amplitude modulation; Binary phase shift keying; Computational complexity; Covariance matrix; Direction of arrival estimation; Minimization methods; Mobile communication; Narrowband; Sensor arrays; Statistics;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1199899