Artificial intelligence enabled radio propagation for communications—Part II: Scenario identification and channel modeling

C Huang, R He, B Ai, AF Molisch… - … on Antennas and …, 2022 - ieeexplore.ieee.org
This two-part paper investigates the application of artificial intelligence (AI) and, in particular,
machine learning (ML) to the study of wireless propagation channels. In Part I of this article …

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 …

Self-interference cancellation: A comprehensive review from circuits and fields perspectives

J Zhang, F He, W Li, Y Li, Q Wang, S Ge, J Xing, H Liu… - Electronics, 2022 - mdpi.com
Increased demand for higher spectrum efficiency, especially in the space-limited chip, base
station, and vehicle environments, has spawned the development of full-duplex …

Dual-polarized highly folded bowtie antenna with slotted self-grounded structure for sub-6 GHz 5G applications

M Alibakhshikenari, BS Virdee, CH See… - … on Antennas and …, 2021 - ieeexplore.ieee.org
In this communication, a novel dual-polarized highly folded self-grounded Bowtie antenna
that is excited through I-shaped slots is proposed for applications in sub-6 GHz 5G multiple …

Artificial intelligence enabled radio propagation for communications—Part I: Channel characterization and antenna-channel optimization

C Huang, R He, B Ai, AF Molisch… - … on Antennas and …, 2022 - ieeexplore.ieee.org
To provide higher data rates, as well as better coverage, cost efficiency, security,
adaptability, and scalability, the 5G and beyond 5G networks are developed with various …

Design and realization of a frequency reconfigurable antenna with wide, dual, and single-band operations for compact sized wireless applications

WA Awan, SI Naqvi, WAE Ali, N Hussain, A Iqbal… - Electronics, 2021 - mdpi.com
This paper presents a compact and simple reconfigurable antenna with wide-band, dual-
band, and single-band operating modes. Initially, a co-planar waveguide-fed triangular …

Reduced-cost two-level surrogate antenna modeling using domain confinement and response features

A Pietrenko-Dabrowska, S Koziel, U Ullah - Scientific reports, 2022 - nature.com
Electromagnetic (EM) simulation tools have become indispensable in the design of
contemporary antennas. Still, the major setback of EM-driven design is the associated …

A wideband low-RCS metasurface-inspired circularly polarized slot array based on AI-driven antenna design optimization algorithm

Q Zheng, C Guo, J Ding, MO Akinsolu… - … on Antennas and …, 2022 - ieeexplore.ieee.org
A metasurface (MS)-inspired low-profile circularly polarized (CP) slot array with a wide CP
band and broadband low radar cross section (RCS) is proposed in this communication. The …

Bandwidth and isolation improvement of highly coupled printed array antenna using multiple shorting posts

R Zaker, A Kheirdoost - IEEE Transactions on Antennas and …, 2021 - ieeexplore.ieee.org
A novel broadband matching and decoupling network (MDN) for symmetric two-element
array of microstrip patch antennas is proposed. As a distributed multiple inductive-capacitive …

Changeable rate and novel quantization for CSI feedback based on deep learning

X Liang, H Chang, H Li, X Gu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Deep learning (DL)-based channel state information (CSI) feedback improves the capacity
and energy efficiency of massive multiple-input multiple-output (MIMO) systems in frequency …