Application of machine learning in electromagnetics: Mini-review

MSI Sagar, H Ouassal, AI Omi, A Wisniewska… - Electronics, 2021 - mdpi.com
As an integral part of the electromagnetic system, antennas are becoming more advanced
and versatile than ever before, thus making it necessary to adopt new techniques to …

Aperture coupled dielectric resonator antenna optimisation using machine learning techniques

A Srivastava, H Gupta, AK Dwivedi… - … -International Journal of …, 2022 - Elsevier
In this article, various machine learning (ML) algorithms such as Artificial neural network
(ANN), Random Forest, XG boost, K nearest neighbor (KNN), and Knowledge-based neural …

Microstrip line fed dielectric resonator antenna optimization using machine learning algorithms

O Singh, MR Bharamagoudra, H Gupta, AK Dwivedi… - Sādhanā, 2022 - Springer
In this communication, a microstrip line fed dielectric resonator antenna is optimized using
various Machine learning-based models. Different ML algorithms such as ANN (artificial …

Active Reconfigurable Repeater-Assisted NOMA Networks in Internet-of-Things: Reliability, Security, and Covertness

AT Le, TH Vu, NH Tu, TN Nguyen… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
In the present paper, we describe a novel active reconfigurable repeater-aided non-
orthogonal multiple access networks within the context of the Internet of Things. The study …

[HTML][HTML] High-isolation 5g repeater antenna using a novel dgs and an ebg

MJ Kang, S Park, KG Cho, KY Jung - Journal of Electromagnetic Engineering …, 2023 - jees.kr
Repeaters have been widely used to improve communication quality and extend the
coverage areas of wireless communication systems. However, mutual coupling between the …

[PDF][PDF] Review on trends and recent development on Yagi-Uda antenna designs for 5G communication applications

ZMF Ferran, LAT Ongquit, ER Arboleda… - … Journal of Science …, 2024 - repository-ijsra.com
Abstract The Yagi-Uda antenna, renowned for its exceptional performance in radio
communications and TV reception since its inception, continues to be a subject of …

Enhanced coverage in the shadow region using dipole scatterers at the corner

R Zabihi, CG Hynes… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Coverage in mobile communications systems requires an acceptable link gain over a
maximum service area, with areas of low link gain being problematic. A standard approach …

[图书][B] Intelligent Devices for IoT Applications

MSI Sagar - 2023 - search.proquest.com
Abstract Internet of Things (IoT) devices refer to a vast network of physical devices that are
connected to the internet and can communicate with each other through sensors and …

Design of higher gain 1× 4 cylindrical dielectric resonator antenna for mm-wave base stations

Y El Hasnaoui, T Mazri - Bulletin of Electrical Engineering and Informatics, 2024 - beei.org
In this work, a cylindrical-shaped dielectric resonator antenna (DRA) with four elements is
designed and presented at 28 GHz for millimeter-wave applications. The microstrip line is …

Application of genetic algorithm for designing of microstrip patch antenna with a U-slot

H Dungrani, Y Gotad, US Giridhar… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
The purpose of the work is to merge two booming fields of science and technology which are
machine learning and antenna designing. Genetic algorithm, which belongs to the class of …