Computational intelligence paradigms for UWB antennas: a comprehensive review of analysis, synthesis and optimization

D Sarkar, T Khan, FA Talukdar, YMM Antar - Artificial Intelligence Review, 2023 - Springer
Technological advancement in wireless communication systems has spurred a rapid growth
in ultra-wideband (UWB) technology over the last decade. One of the key components of …

Tandem neural network based design of multiband antennas

A Gupta, EA Karahan, C Bhat… - … on Antennas and …, 2023 - ieeexplore.ieee.org
We present a deep neural network-based framework for designing multiband microstrip
antennas given a desired impedance matching spectrum. The approach enables a design …

Planar antenna arrays beamforming using various optimization algorithms

N Ghattas, AM Ghuniem, AA Abdelsalam… - IEEE Access, 2023 - ieeexplore.ieee.org
Due to the importance of beamforming in improving the communication systems
performance, this paper presents a novel study of beamforming of planar antenna arrays …

Systematic approach to optimization for protection against intentional ultrashort pulses based on multiconductor modal filters

AO Belousov, TR Gazizov - Complexity, 2018 - Wiley Online Library
The problem of protecting radio electronic equipment from ultrashort pulses is of utmost
importance nowadays since conductive interference poses the biggest danger to its proper …

A survey of machine learning and evolutionary computation for antenna modeling and optimization: Methods and challenges

H Zou, S Zeng, C Li, J Ji - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Antenna design is a kind of electromagnetic (EM) engineering problem and normally
formulated as complex nonlinear optimization problem. Evolutionary computation (EC) was …

Artificial neural network optimal modeling and optimization of UAV measurements for mobile communications using the L-SHADE algorithm

SK Goudos, GV Tsoulos… - … on Antennas and …, 2019 - ieeexplore.ieee.org
Channel modeling of wireless communications from unmanned aerial vehicles (UAVs) is an
emerging research challenge. In this paper, we propose a solution to this issue by applying …

Multiservice compact pixelated stacked antenna with different pixel shapes for IoT applications

MA Ullah, R Keshavarz, M Abolhasan… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
This article presents a multiservice pixelated stacked antenna for dual-band application at
5.2 and 5.8-GHz bands. An efficient method for designing multilayer or stacked antennas for …

Social network optimization based procedure for beam-scanning reflectarray antenna design

A Niccolai, M Beccaria, RE Zich… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
Evolutionary algorithms can be successfully exploited for carrying on an effective design of
beam-scanning passive reflectarrays, even if the problem is highly non-linear and …

Computational intelligence-based methodology for antenna development

MC De Melo, PB Santos, E Faustino… - IEEE …, 2021 - ieeexplore.ieee.org
The antenna design is a challenging task, which might be time-consuming using
conventional computational methods that typically require high computational capability …

Fast design of multiband fractal antennas through a system-by-design approach for NB-IoT applications

M Salucci, N Anselmi, S Goudos, A Massa - EURASIP Journal on Wireless …, 2019 - Springer
The efficient design of compact antennas operating over multiple bands suitable for the
Internet of Things (IoT) is addressed by means of an instance of the system-by-design (SbD) …