Journal of Telematics and Informatics
Vol 9, No 2 (2021)

A Case of Identity for NLMS and Kaczmarz Algorithms

Muhammad Yasir Siddique Anjum (Assistant Professor, Department of Electrical Engineering, National University of Modern Languages, Rawalpindi Campus, Pakistan)

Article Info

Publish Date
30 Jun 2022

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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Journal Info
Journal of Telematics and Informatics
Website

Abbrev

JTI

Publisher

IAES Indonesia Section and Partners

Subject

Computer Science & IT Electrical & Electronics Engineering

Description

Journal of Telematics and Informatics (e-ISSN: 2303-3703, p-ISSN: 2303-3711) is an interdisciplinary journal of original research and writing in the wide areas of telematics and informatics. The journal encompasses a variety of topics, including but not limited to: The technology of sending, ...