Stochastic Gradient-Based LMS Algorithm for Reliable and Adaptive 5G Systems

This paper explores the use of the Least Mean Squares (LMS) algorithm, based on stochastic gradient descent, for implementation in adaptive beamforming systems in 5G millimeter-wave (mmWave) multiple-input multiple-output (MIMO) systems. An 8 -element array designed for use at 28 GHz is integrated w...

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Vydané v:	International Conference on Electronics, Computers and Artificial Intelligence (Online) s. 1 - 10
Hlavní autori:	Kouki, Adel, Ghayoula, Ridha, Latrach, Lassaad, Ayed, Leila Ben, Fattahi, Jaouhar, Mejri, Mohamed
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 26.06.2025
Predmet:	5G communications 5G mobile communication Adaptive arrays Adaptive filtering Adaptive systems Antenna radiation patterns Array signal processing Beamforming Filtering Heuristic algorithms LMS algorithm Lowcomplexity algorithms Millimeter wave communication Real-time systems Stochastic gradient descent Stochastic processes Vehicle dynamics
ISSN:	2688-0253
On-line prístup:	Získať plný text
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