Soft Computing Techniques Implementation and Challenges in Antenna Engineering

A Sharma, G Saini - 2016 International Conference on Micro …, 2016 - ieeexplore.ieee.org
This paper shows the usefulness of soft computing techniques in antenna parameters
calculation, design and optimization. Since long time, different soft computing techniques …

A framework for optimizing antenna through genetic algorithm-based neural network

S Korkmaz, M Alibakhshikenari… - Acta Marisiensis. Seria …, 2023 - sciendo.com
In this research paper, the application of Artificial Neural Networks (ANN) for designing
antennas is introduced. The primary objective of this optimization technique is to focus on …

[PDF][PDF] Comparison of soft computing techniques for the design of microstrip patch antenna: a review paper

V Davara, AB Upadhyay - International Journal of Advanced Research in …, 2014 - Citeseer
This paper describes different computing techniques for the design of Microstrip patch
antenna. The performance of antenna is greatly influenced by the choice of technique used …

Machine learning in antenna design: An overview on machine learning concept and algorithms

HM El Misilmani, T Naous - 2019 International Conference on …, 2019 - ieeexplore.ieee.org
With the growth and wide variety of available data, advanced processing, and affordable
data storage, machine learning is witnessing great attention in finding optimized solutions in …

Antenna design exploration and optimization using machine learning

R Sreelakshmy, V Vishnupriya… - Array and Wearable …, 2024 - taylorfrancis.com
One effective method for analyzing antenna performance characteristics is design
exploration using numerical field simulation. Many data are created during such a procedure …

The accelerated design of the nanoantenna arrays by deep learning

L Ma, S Wang, Y Li, G Wang, X Duan - Nanotechnology, 2022 - iopscience.iop.org
Nanoantenna fusion photonics and nanotechnology can manipulate light through the ultra-
thin structure composed of sub-wavelength antennas, and meet the important requirements …

A comparative analysis of machine learning approach for optimizing antenna design

SR Shakya, M Kube, Z Zhou - International Journal of Microwave …, 2023 - cambridge.org
With the increasing demand for smarter antenna design in advanced technology
applications, well-designed antennas have been an important factor in enhancing system …

Artificial intelligence applied to multi-and broadband antenna design

SK Jain, S Jain - Artif. Intell. Signal Process. Wirel. Commun, 2022 - degruyter.com
Looking into the multiband and broadband need of 5G wireless technology, researchers are
trying hard to explore antennas design having multi-and broadband characteristics. Mostly …

Machine learning-based theoretical optimization of antenna design

Y Tong - Highlights in Science, Engineering and Technology, 2022 - drpress.org
The changing communication era demands higher precision and more efficient antenna
designs, which require more automated processing methods and more powerful data …

An Effective Approach for Optimizing Antenna Design Based on Machine Learning Models

R Jain, PK Singhal, VV Thakare - … for Current Challenges in Engineering & …, 2022 - Springer
The evolution of advanced processing techniques and different types of data storage
systems along with different types of data availability, machine learning has witnessed …