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A review on machine learning and deep learning for various antenna design applications
The next generation of wireless communication networks will rely heavily on machine
learning and deep learning. In comparison to traditional ground-based systems, the …
learning and deep learning. In comparison to traditional ground-based systems, the …
A literature survey on AI-aided beamforming and beam management for 5G and 6G systems
Modern wireless communication systems rely heavily on multiple antennas and their
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …
[HTML][HTML] From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey
Due to the rapid development of the fifth-generation (5G) applications, and increased
demand for even faster communication networks, we expected to witness the birth of a new …
demand for even faster communication networks, we expected to witness the birth of a new …
Design and analysis of wideband in-band-full-duplex FR2-IAB networks
This paper develops a 3GPP-inspired design for the in-band-full-duplex (IBFD) integrated
access and backhaul (IAB) networks in the frequency range 2 (FR2) band, which can …
access and backhaul (IAB) networks in the frequency range 2 (FR2) band, which can …
Adversarial machine learning security problems for 6G: mmWave beam prediction use-case
6G is the next generation for the communication systems. In recent years, machine learning
algorithms have been applied widely in various fields such as health, transportation, and the …
algorithms have been applied widely in various fields such as health, transportation, and the …
Hand grip impact on 5G mmWave mobile devices
This paper contributes a comprehensive study on the effect of the user hand grip on the
design of 5G millimeter-wave (mmWave) mobile handsets, specifically in terms of the …
design of 5G millimeter-wave (mmWave) mobile handsets, specifically in terms of the …
Hand blockage impact on 5G mmWave beam management performance
F Fernandes, C Rom, J Harrebek, S Svendsen… - IEEE …, 2022 - ieeexplore.ieee.org
Modelling and managing user-induced rotation and blockage in handheld multi-antenna
panel devices are some of the pivotal challenges of future narrow beam millimeter wave …
panel devices are some of the pivotal challenges of future narrow beam millimeter wave …
Decentralized interference-aware codebook learning in millimeter wave MIMO systems
Beam codebooks are integral components of future millimeter wave MIMO systems.
Therefore, it is critical to optimize these codebooks for efficient and reliable communications …
Therefore, it is critical to optimize these codebooks for efficient and reliable communications …
Beam management with orientation and RSRP using deep learning for beyond 5G systems
Beam management (BM), ie, the process of finding and maintaining a suitable transmit and
receive beam pair, can be challenging, particularly in highly dynamic scenarios. Side …
receive beam pair, can be challenging, particularly in highly dynamic scenarios. Side …
Adaptive non-uniform hybrid beamforming for mmWave train-to-ground communications in high-speed railway scenarios
Higher frequency bands, especially millimeter wave (mmWave), are a key enabler for future
high-speed railway (HSR) wireless communication systems. Hybrid analog and digital …
high-speed railway (HSR) wireless communication systems. Hybrid analog and digital …