A Case of Identity for NLMS and Kaczmarz Algorithms
| Main Author: | Anjum, Muhammad Yasir Siddique; Assistant Professor, Department of Electrical Engineering, National University of Modern Languages, Rawalpindi Campus, Pakistan |
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| Format: | Article info application/pdf eJournal |
| Bahasa: | eng |
| Terbitan: |
Universitas Islam Sultan Agung
, 2022
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| Online Access: |
http://section.iaesonline.com/index.php/JTI/article/view/2807 http://section.iaesonline.com/index.php/JTI/article/view/2807/pdf |
Daftar Isi:
- 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.