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The two-dimensional adaptive LMS (TDLMS) algorithm

โœ Scribed by Hadhoud, M.M.; Thomas, D.W.


Book ID
114559686
Publisher
IEEE
Year
1988
Weight
945 KB
Volume
35
Category
Article
ISSN
0098-4094

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Two-Dimensional LMS Adaptation Strategie
โœ Antonio Albiol; Josรฉ M. Mossi; Valery Naranjo; Luis Vergara ๐Ÿ“‚ Article ๐Ÿ“… 1997 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 328 KB

In this paper we propose a new two-dimensional least mean squares algorithm (2D-LMS) which is able to track nonstationarities in both vertical and horizontal directions with a computational load comparable to 1D-LMS methods of the same number of weights. The main difference of our method consists in