AN EASY DEMONSTRATION OF THE OPTIMUM VALUE OF THE ADAPTATION CONSTANTIN THE LMS ALGORITHM

Authors
SORIAOLIVAS E CALPEMARAVILLA J GUERREROMARTINEZ JF MARTINEZSOBER M ESPILOPEZ J
Citation
E. Soriaolivas et al., AN EASY DEMONSTRATION OF THE OPTIMUM VALUE OF THE ADAPTATION CONSTANTIN THE LMS ALGORITHM, IEEE transactions on education, 41(1), 1998, pp. 81-81
Citations number
3
Categorie Soggetti
Engineering, Eletrical & Electronic","Education, Scientific Disciplines
Journal title
IEEE transactions on education → ACNP
ISSN journal
00189359
Volume
41
Issue
1
Year of publication
1998
Pages
81 - 81
Database
ISI
SICI code
0018-9359(1998)41:1<81:AEDOTO>2.0.ZU;2-F
Abstract
Since the introduction of the LMS algorithm, many variants have been p roposed to improve its performance. Doubltless, the most popular is th e Normalized LMS, which uses a value for the adaptation constant that assures the fastest convergence. This correspondence shows a new demon stration of the algorithm based on a mathematical approach easier than the usually proposed.