Title :
Engineering aspects of fast least squares algorithms in transversal adaptive filters
Author :
Bellanger, Maurice
Author_Institution :
CNRS-ESE, Plateau du Moulon, Gif-sur-Yvette, France
Abstract :
The introduction of Fast Least Squares (FLS) algorithms in real transversal adaptive filters implies that some modifications be made to the theoretical algorithms, that engineering parameters be introduced, and that information be provided to guide the practitioner in the selection of parameter values. These aspects are discussed in the present contribution. Implementation on a programmable signal microprocessor confirms, in broad lines, the theoretical results.
Keywords :
Adaptive control; Adaptive filters; Autocorrelation; Cost function; Large-scale systems; Least squares approximation; Least squares methods; Microprocessors; Programmable control; Symmetric matrices;
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
DOI :
10.1109/ICASSP.1987.1169408