[HTML][HTML] Machine learning-based technique for directivity prediction of a Compact and highly efficient 4-Port MIMO antenna for 5G millimeter wave applications

MA Haque, KH Nahin, JH Nirob, MK Ahmed… - Results in …, 2024 - Elsevier
Abstract Miniaturized Millimeter Wave (mm-wave) MIMO antenna arrays with an observed
10-dB impedance broad bandwidth of 3.7 GHz (25.785–29.485) are the focus of this study's …

Design and optimization of dual port dielectric resonator based frequency tunable MIMO antenna with machine learning approach for 5G new radio application

JK Rai, P Ranjan, R Chowdhury… - International Journal …, 2024 - Wiley Online Library
In this article, a dual port Multiple Input Multiple Output (MIMO) cylindrical Dielectric
Resonator (DR)‐based frequency tunable antenna with a machine learning (ML) approach …

Machine learning-based technique for gain prediction of mm-wave miniaturized 5G MIMO slotted antenna array with high isolation characteristics

MA Haque, JH Nirob, KH Nahin, NM Jizat… - Scientific Reports, 2025 - nature.com
This study presents the design and analysis of a compact 28 GHz MIMO antenna for 5G
wireless networks, incorporating simulations, measurements, and machine learning (ML) …

Machine Learning Enabled Compact Frequency‐Tunable Triple‐Band Hexagonal‐Shaped Graphene Antenna for THz Communication

JK Rai, U Patel, P Tiwari, P Ranjan… - International Journal …, 2024 - Wiley Online Library
In this article, a compact triple‐band frequency‐tunable (FT) hexagonal‐shaped graphene
antenna through a machine learning (ML) approach for terahertz (THz) application is …

High‐Gain Triple‐Band T‐Shaped Dielectric Resonator Based Hybrid Two‐Element MIMO Antenna for 5G New Radio, Wi‐Fi 6, V2X, and C‐Band Applications With a …

JK Rai, S Pandey, P Ranjan… - International Journal …, 2024 - Wiley Online Library
In this article, a rectangular dielectric resonator (DR) based multiple input multiple output
(MIMO) hybrid antenna with a machine learning (ML) optimization approach for 5G New …

Design of Triband Circularly Polarized Hexagon Shaped Patch Antenna using Optimized Siamese Heterogeneous Convolutional Neural Networks for 5G Wireless …

S Venkat, TB BR, R Radhika, VV Aruna - Nano Communication Networks, 2024 - Elsevier
The advent of 5G wireless communication systems necessitates the development of
advanced antenna designs that offer superior performance across multiple frequency bands …