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 …

The generalized intersection approach for electromagnetic array antenna beam-shaping synthesis: a review

DR Prado - IEEE Access, 2022 - ieeexplore.ieee.org
This work presents a review of the generalized intersection approach (GIA) for
electromagnetic array antenna beam-shaping synthesis. After briefly describing the …

Reflectarray antennas: A smart solution for new generation satellite mega-constellations in space communications

B Imaz-Lueje, DR Prado, M Arrebola, MR Pino - Scientific Reports, 2020 - nature.com
One of the most ambitious projects in communications in recent years is the development of
the so-called satellite mega-constellations. Comprised of hundreds or thousands of small …

Contoured-beam dual-band dual-linear polarized reflectarray design using a multiobjective multistage optimization

DR Prado, M Arrebola, MR Pino… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
This communication presents a dual-band design procedure applied to a very large
contoured-beam reflectarray with improved copolar and cross-polarization performances for …

Expedited antenna optimization with numerical derivatives and gradient change tracking

A Pietrenko-Dabrowska, S Koziel - Engineering Computations, 2020 - emerald.com
Purpose The purpose of this study is to propose a framework for expedited antenna
optimization with numerical derivatives involving gradient variation monitoring throughout …

Broadband reflectarray with high polarization purity for 4K and 8K UHDTV DVB-S2

DR Prado, M Arrebola, MR Pino, G Goussetis - IEEE Access, 2020 - ieeexplore.ieee.org
A broadband spaceborne reflectarray with high polarization purity is proposed for Ultra High
Definition TV (UHDTV) broadcasting for direct-to-home (DTH) applications. The provided …

Support vector regression-enabled optimization strategy of dual circularly-polarized shaped-beam reflectarray with improved cross-polarization performance

DR Prado, P Naseri… - … on Antennas and …, 2022 - ieeexplore.ieee.org
This work presents the optimization of a dual circular-polarized (CP) shaped-beam
reflectarray with improved performance. To that end, the design methodology leverages …

Structural and radio frequency co-design and optimization of large deployable reflectarrays for space missions

A Guarriello, R Loison, D Bresciani… - … on Antennas and …, 2023 - ieeexplore.ieee.org
The structural and radio frequency (RF) design and optimization of a large deployable
faceted reflectarray (RA) generating double polarization contour beam are presented in this …

A general equivalent circuit model for Phoenix cells

A Guarriello, G Courtin, R Loison… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This communication proposes a general equivalent circuit model for the fast characterization
of th-order phoenix cells (PCs). It provides an intuitive and comprehensive quasi-analytic …

Continuous rectangular phoenix cells mapping for direct copolar and crosspolar optimization of quasi-periodic reflective surfaces

A Guarriello, R Loison, D Bresciani… - 2023 17th European …, 2023 - ieeexplore.ieee.org
This paper proposes a general methodology to enhance the efficiency of the direct
optimization of the copolar and crosspolar radiation of large aperture quasi-periodic …