Signal restoration via the regularized constrained total least squares

Authors
Younan, NH Fan, X
Citation
Nh. Younan et X. Fan, Signal restoration via the regularized constrained total least squares, SIGNAL PROC, 71(1), 1998, pp. 85-93
Citations number
11
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
SIGNAL PROCESSING
ISSN journal
01651684 → ACNP
Volume
71
Issue
1
Year of publication
1998
Pages
85 - 93
Database
ISI
SICI code
0165-1684(199811)71:1<85:SRVTRC>2.0.ZU;2-O
Abstract
In this paper, the regularized constrained total least-squares technique an d its applications to signal restoration are presented. An error analysis i s also performed to ascertain its statistical characteristics. Results for both simulated data at different noise levels and measured data with unknow n noise characteristics are presented. A comparison with other restoration techniques is also made to demonstrate the applicability of this technique. (C) 1998 Elsevier Science B.V. All rights reserved.