Intelligent massive MIMO systems for beyond 5G networks: An overview and future trends

O Elijah, SKA Rahim, WK New, CY Leow… - IEEE …, 2022 - ieeexplore.ieee.org
Machine learning (ML) which is a subset of artificial intelligence is expected to unlock the
potential of challenging large-scale problems in conventional massive multiple-input …

Applications of Machine Learning and Deep Learning in Antenna Design, Optimization and Selection: A Review

N Sarker, P Podder, MRH Mondal, SS Shafin… - IEEE …, 2023 - ieeexplore.ieee.org
This review paper provides an overview of the latest developments in artificial intelligence
(AI)-based antenna design and optimization for wireless communications. Machine learning …

Application of machine learning in electromagnetics: Mini-review

MSI Sagar, H Ouassal, AI Omi, A Wisniewska… - Electronics, 2021 - mdpi.com
As an integral part of the electromagnetic system, antennas are becoming more advanced
and versatile than ever before, thus making it necessary to adopt new techniques to …

Transmit antenna selection for millimeter-wave MIMO system based on GBDT

L Yang, Q Zhu, X Ge, L Guo - Journal of Communications and …, 2023 - ieeexplore.ieee.org
In millimeter-wave multiple-input multiple-output (MIMO) systems, transmit antenna selection
(TAS) can be employed to reduce hardware complexity and energy consumption when the …

Wireless Antenna Sensors for Biosimilar Monitoring Toward Cyber-Physical Systems: A Review of Current Trends and Future Prospects

MAU Haq, SU Rehman, HA Alhulayyil… - IEEE …, 2023 - ieeexplore.ieee.org
The integration of wireless antenna sensors for cyber-physical systems has become
increasingly prevalent in various biosimilar applications due to the escalating need for …

Low-cost sensor based on sdr platforms for tetra signals monitoring

R Helbet, P Bechet, V Monda, S Miclaus, I Bouleanu - Sensors, 2021 - mdpi.com
The paper presents the design and implementation of an electromagnetic field monitoring
sensor for the measurement of the Terrestrial Truncked Radio (TETRA) signals using low …

[PDF][PDF] A Systematic Review of Computer Vision Techniques for Quality Control in End-of-Line Visual Inspection of Antenna Parts.

Z Ullah, L Qi, EJ Pires, A Reis… - Computers, Materials & …, 2024 - researchgate.net
The rapid evolution of wireless communication technologies has underscored the critical
role of antennas in ensuring seamless connectivity. Antenna defects, ranging from …

[PDF][PDF] Transmit and receive antenna selection based resource allocation for self-backhaul 5G massive MIMO hetnets.

F Akif, AN Malik, IM Qureshi, A Abbasi - Int. Arab J. Inf. Technol., 2021 - iajit.org
With the advancement in wireless communication technology, the ease of accessibility and
increasing coverage area is a major challenge for service providers. Network densification …

Deep improved bidirectional long short‐term memory‐based antenna selection for multiple input multiple output software defined radio system

PG Chilveri - International Journal of Communication Systems, 2024 - Wiley Online Library
Multiple input multiple output (MIMO) constitutes a wireless approach that employs several
senders and receivers in order to send numerous data at once. Due to the rapid increase of …

[PDF][PDF] Designing the MIMO SDR-based Antenna Array for 5G Telecommunication

M Drissi, N Benjelloun, P Descamps, A Gharsallah - challenge, 2022 - academia.edu
With the significant spread of 5G telecommunication systems, the demand for high quality of
service and better coverage is growing rapidly. Multiple-input–multiple-output is planned to …