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A Novel Variable Step-Size NLMS Algorithm and Its Analysis

✍ Scribed by Yong-Gang Zhu; Yong-Gui Li; Sheng-Yong Guan; Qu-Shan Chen


Book ID
119356396
Publisher
Elsevier
Year
2012
Tongue
English
Weight
427 KB
Volume
29
Category
Article
ISSN
1877-7058

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## Abstract The least mean squares (LMS) algorithm, the most commonly used channel estimation and equalization technique, converges very slowly. The convergence rate of the LMS algorithm is quite sensitive to the adjustment of the step‐size parameter used in the update equation. Therefore, many stu