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Efficient modelling of compact microstrip antenna using machine learning
In this article, an application of regression-based machine learning (ML) approaches to
compute resonant frequency at dominant mode TM 10, slot dimensions of square patch, and …
compute resonant frequency at dominant mode TM 10, slot dimensions of square patch, and …
[PDF][PDF] Antenna Optimization using Machine Learning Algorithms and their Applications: A Review.
Antenna optimization using machine learning is a rapidly evolving field that leverages the
power of artificial intelligence to design and improve antenna systems. Antenna optimization …
power of artificial intelligence to design and improve antenna systems. Antenna optimization …
Design and development of machine learning assisted cylindrical dielectric resonator antenna
The design of a Dielectric Resonator Antenna (DRA) utilizing machine learning approaches
is presented in this study. Antennas are an essential part of a wireless network. An antenna …
is presented in this study. Antennas are an essential part of a wireless network. An antenna …
Inverse modeling of quad-band notched UWB MIMO antennas using gaussian process regression
In this paper, a machine learning (ML) model based on Gaussian process regression (GPR)
is presented for inverse modeling arrow head-shaped MIMO antenna. The antenna satisfies …
is presented for inverse modeling arrow head-shaped MIMO antenna. The antenna satisfies …
U-slot Loaded Half-Circled Microstrip Patch Antenna Analysis using XGBOOST Machine Learning Algorithm
VR Vedipala, AR Radharapu, AK Gajula… - 2023 8th …, 2023 - ieeexplore.ieee.org
Half-circled U-slot loaded antenna is studied using the HFSS and Machine Learning (ML)
algorithm. The proposed work is for predicting the resonance frequency of the U-slot loaded …
algorithm. The proposed work is for predicting the resonance frequency of the U-slot loaded …
[CITACE][C] Investigations of Microstrip Antenna Using Machine Learning
K Sharma - 2021 - Pandit Deendayal Energy University …