Machine learning driven design and optimization of a compact dual Port CPW fed UWB MIMO antenna for wireless communication

Abstract In this article, a compact dual port Multiple Input Multiple Output (MIMO) Coplanar Waveguide (CPW) fed Ultra-Wideband (UWB) antenna for the next generation wireless communication using Machine Learning (ML) optimization is presented. It is designed on an FR4 epoxy substrate of 16 × 30 mm2...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Jayant Kumar Rai, Swati Yadav, Ajay Kumar Dwivedi, Vivek Singh, Pinku Ranjan, Anand Sharma, Somesh Kumar, Stuti Pandey
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-04-01
Subjects:	Coplanar waveguide (CPW) MIMO Machine learning Ultra-Wide band (UWB)
Online Access:	https://doi.org/10.1038/s41598-025-98933-w