Employment of Self-Adaptive Bayesian Neural Network for Systematic Antenna Design: Improving Wireless Networks Functionalities

The performance of wireless networks is related to the optimized structure of the antenna. Therefore, in this paper, a Machine Learning (ML)-assisted new methodology named Self-Adaptive Bayesian Neural Network (SABNN) is proposed, aiming to optimize the antenna pattern for next-generation wireless n...

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Bibliographic Details

Published in:	Micromachines
Main Authors:	Khaled Aliqab, Muhammad Ammar Sohaib, Farman Ali, Ammar Armghan, Meshari Alsharari
Format:	Article
Language:	English
Published:	MDPI AG 2023-03-01
Subjects:	antenna computation time optimized antenna pattern self-adaptive Bayesian neural network wireless network
Online Access:	https://www.mdpi.com/2072-666X/14/3/594