A review on the design and optimization of antennas using machine learning algorithms and techniques

HM El Misilmani, T Naous… - International Journal of …, 2020 - Wiley Online Library
This paper presents a focused and comprehensive literature survey on the use of machine
learning (ML) in antenna design and optimization. An overview of the conventional …

Reconfigurable antennas: Design and applications

J Costantine, Y Tawk, SE Barbin… - Proceedings of the …, 2015 - ieeexplore.ieee.org
The advancement in wireless communications requires the integration of multiple radios into
a single platform to maximize connectivity. In this paper, the design process of …

Optimisation of antenna arrays using the cuckoo search algorithm

M Khodier - IET Microwaves, Antennas & Propagation, 2013 - Wiley Online Library
The goal of this article is to introduce and use the cuckoo search (CS) as an optimisation
algorithm for the electromagnetics and antenna community. The CS is a new nature …

[图书][B] Machine learning applications in electromagnetics and antenna array processing

M Martínez-Ramón, A Gupta, JL Rojo-Álvarez… - 2021 - books.google.com
This practical resource provides an overview of machine learning (ML) approaches as
applied to electromagnetics and antenna array processing. Detailed coverage of the main …

Contactless Respiration Monitoring using Wi-Fi and Artificial Neural Network Detection Method

P Kontou, SB Smida… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Detecting respiration in a non-intrusive manner is beneficial not only for convenience but
also for cases where the traditional ways cannot be applied. This paper presents a novel …

BFO–ANN ensemble hybrid algorithm to design compact fractal antenna for rectenna system

BS Dhaliwal, SS Pattnaik - Neural Computing and Applications, 2017 - Springer
The use of artificial neural networks as the objective function of optimization algorithms is
proposed in the recent past. In this paper, the use of artificial neural networks ensemble as …

A novel reconfigurable spiral-shaped monopole antenna for biomedical applications

M Salim, A Pourziad - Progress In Electromagnetics Research Letters, 2015 - jpier.org
In this paper, a new reconfigurable antenna is introduced. This antenna is a printed spiral-
shaped monopole antenna with a compact structure. By embedding microwave switches in …

Design, optimization and analysis of reconfigurable antennas

J Costantine - 2009 - search.proquest.com
The ability of reconfigurable antennas to tune resonances, change polarization and modify
their radiation patterns, made their development imperative in modern telecommunication …

Design of custom-made stacked patch antennas: a machine learning approach

SK Jain, A Patnaik, SN Sinha - International Journal of Machine Learning …, 2013 - Springer
Abstract Machine learning approaches, viz. particle swarm optimization in conjunction with
neural networks have been used to develop a user friendly tool to design custom-made …

Multiband microstrip‐fed right angle slot antenna design for wireless communication systems

P Rakluea, N Anantrasirichai, K Janchitrapongvej… - ETRI …, 2009 - Wiley Online Library
This paper presents a novel multiband microstrip‐fed right angle slot antenna design
technique for multiple independent frequency bands. The new technique uses various slot …