Applications of Machine Learning and Deep Learning in Antenna Design, Optimization, and Selection: A Review-Reference-Cited by-同舟云学术

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Applications of Machine Learning and Deep Learning in Antenna Design, Optimization, and Selection: A Review

Published:2023 Issue: Volume:11 Page:103890-103915
ISSN:2169-3536
Container-title:IEEE Access
language:
Short-container-title:IEEE Access

Author:

Sarker Nayan¹,Podder Prajoy²,Mondal M. Rubaiyat Hossain²^ORCID,Shafin Sakib Shahriar³,Kamruzzaman Joarder³^ORCID

Affiliation:

1. Department of Electrical and Electronic Engineering, Jatiya Kabi Kazi Nazrul Islam University, Mymensingh, Bangladesh

2. Institute of Information and Communication Technology (IICT), Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh

3. Centre for Smart Analytics, Federation University, Gippsland, VIC, Australia

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Link

http://xplorestaging.ieee.org/ielx7/6287639/10005208/10256193.pdf?arnumber=10256193

Reference141 articles.

1. On nature-inspired design optimization of antenna structures using variable-resolution EM models

2. A Triple-Band Dual-Polarized Indoor Base Station Antenna for 2G, 3G, 4G and Sub-6 GHz 5G Applications

3. Machine-Learning-Assisted Antenna Optimization With Data Augmentation

4. Optimization Assisted by Neural Network-Based Machine Learning in Electromagnetic Applications

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1. Inverse design of a novel multiport power divider based on hybrid neural network;Concurrency and Computation: Practice and Experience;2024-09-11

2. Rapid Surrogate-Aided Multicriterial Optimization of Compact Microwave Passives Employing Machine Learning and ANNs;IEEE Transactions on Microwave Theory and Techniques;2024-08

3. Meander Structure Analysis Techniques Using Artificial Neural Networks;Applied Sciences;2024-07-01

4. Application of Machine Learning-Assisted Global Optimization for Improvement in Design and Performance of Open Resonant Cavity Antenna;IEEE Open Journal of Antennas and Propagation;2024-06

5. Quasi-Deterministic Channel Propagation Model for Human Sensing: Gesture Recognition Use Case;IEEE Open Journal of Antennas and Propagation;2024-06

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