Self-adaptive deep reinforcement learning for THz beamforming with silicon metasurfaces in 6G communications
Exponential growth in data rate demands has driven efforts to develop novel beamforming
techniques for realizing massive multiple-input and multiple-output (MIMO) systems in sixth …
techniques for realizing massive multiple-input and multiple-output (MIMO) systems in sixth …
Phased antenna array beamforming using convolutional neural networks
In this research, a novel method of phased antenna array beamforming using a
convolutional neural network is presented. Given a desired 2-dimensional radiation pattern …
convolutional neural network is presented. Given a desired 2-dimensional radiation pattern …
Uniform and concentric circular antenna arrays synthesis for smart antenna systems using artificial neural network algorithm
B Hamdi, S Limam, T Aguili - Progress In Electromagnetics Research B, 2016 - jpier.org
Recently, researchers were interested in neural algorithms for optimization problems for
several communication systems. This paper shows a novel algorithm based on neural …
several communication systems. This paper shows a novel algorithm based on neural …
Radiation pattern synthesis of the coupled almost periodic antenna arrays using an artificial neural network model
H Bilel, A Taoufik - Electronics, 2022 - mdpi.com
This paper proposes radiation pattern synthesis of almost periodic antenna arrays including
mutual coupling effects (extracted by Floquet analysis according to our previous work) …
mutual coupling effects (extracted by Floquet analysis according to our previous work) …
Нейронная сеть для восьмиэлементной фазированной антенной решетки
А Али, АВ Николаев, ПА Титовец - … и информационные технологии, 2021 - elibrary.ru
Приводится описание сформированной обучающей выборки (базы данных), которая
представляет собой массив информации по сдвигам фаз в произвольных …
представляет собой массив информации по сдвигам фаз в произвольных …
Deep learning based fast and accurate beamforming for millimeter-wave systems
The widespread proliferation of mmW devices has led to a surge of interest in antenna
arrays. This interest in arrays is due to their ability to steer beams in desired directions, for …
arrays. This interest in arrays is due to their ability to steer beams in desired directions, for …
Radiation performance of satellite reflector antennas using neural networks
TN Kapetanakis… - 2016 Third International …, 2016 - ieeexplore.ieee.org
This paper discusses the development of a neural network array model for predicting the
radiation performance characteristics of the horn fed parabolic reflector and the dipole fed …
radiation performance characteristics of the horn fed parabolic reflector and the dipole fed …