Title :
Data adaptive signal estimation by singular value decomposition of a data matrix
Author :
Tufts, Donald W. ; Kumaresan, Ramdas ; Kirsteins, Ivars
Author_Institution :
University of Rhode Island, Kingston, RI
fDate :
6/1/1982 12:00:00 AM
Abstract :
A new method is presented for estimating the signal component of a noisy record of data. Only a little prior information about the signal is assumed. Specifically, the approximate value of rank of a matrix which is formed from the samples of the signal is assumed to be known or obtainable from singular value decomposition (SVD).
Keywords :
Displays; Estimation; Matrix decomposition; Optical attenuators; Optical fiber cables; Optical fibers; Optical surface waves; Singular value decomposition; Surface acoustic waves; Surface cracks;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1982.12367
