Title :
Broad-band generalized sidelobe canceller using multichannel least-squares lattice structure
Author :
Li, Xing ; Gaillard, Paul
Author_Institution :
Dept. du Genie Inf., Univ. de Technol. de Compiegne, France
Abstract :
This paper is concerned with the multichannel lattice models and the application to the broad-band antenna filtering. The multichannel (normalized) Levinson algorithm, lattice structure and factorization are presented. The multichannel adaptive (normalized) least-squares lattice structure and algorithm are described. These structures can be used to replace the joint filtering part of the broad-band generalized sidelobe canceller and the adaptive algorithm can be considered as the alternative of the gradient descent algorithm. The experimental results are compared with that obtained from the multichannel multisection structure, extension of the triangular systolic array realizing the QR decomposition using the Givens rotations
Keywords :
antenna radiation patterns; computerised signal processing; filtering and prediction theory; interference suppression; least squares approximations; Givens rotations; Levinson algorithm; QR decomposition; adaptive algorithm; broad-band antenna filtering; broad-band generalized sidelobe canceller; factorization; multichannel lattice models; multichannel least-squares lattice structure; triangular systolic array; Adaptive algorithm; Adaptive filters; Covariance matrix; Equations; Filtering algorithms; Lattices; Matrix decomposition; Random processes; Statistics; Systolic arrays;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1988. ICASSP-88., 1988 International Conference on
Conference_Location :
New York, NY
DOI :
10.1109/ICASSP.1988.196827