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All Journal Journal of Telematics and Informatics
Muhammad Yasir Siddique Anjum
Assistant Professor, Department of Electrical Engineering, National University of Modern Languages, Rawalpindi Campus, Pakistan
Computer Science & IT Electrical & Electronics Engineering

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Journal : Journal of Telematics and Informatics

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A Case of Identity for NLMS and Kaczmarz Algorithms Muhammad Yasir Siddique Anjum
Journal of Telematics and Informatics Vol 9, No 2 (2021)
Publisher : Universitas Islam Sultan Agung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/jti.v9i2.

Abstract

In this paper, we will demonstrate, by employing basic linear algebra, that two seemingly disconnected algorithms, the Kaczmarz algorithm, familiar to mathematics community as an iterative solver of linear systems, and the Normalized LMS (NLMS) algorithm, known to the signal processing community as a self-learning adaptive filter, are identical.
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