Extreme communication in 6G: Vision and challenges for 'in-X'subnetworks

G Berardinelli, P Baracca, RO Adeogun… - IEEE Open Journal …, 2021 - ieeexplore.ieee.org
The 6th Generation (6G) radio access technology is expected to support extreme
communication requirements in terms of throughput, latency and reliability, which can only …

The Role of AI in 6G MAC

A Valcarce, P Kela, S Mandelli… - 2024 Joint European …, 2024 - ieeexplore.ieee.org
The potential of Artificial Intelligence (AI) techniques, such as autoencoders, for customizing
the wireless physical layer has been demonstrated in previous works. In the current paper …

Deep reinforcement learning based link adaptation technique for LTE/NR systems

X Ye, Y Yu, L Fu - IEEE Transactions on Vehicular Technology, 2023 - ieeexplore.ieee.org
Outdated channel quality indicator (CQI) feedback causes severe performance degradation
of traditional link adaptation (LA) techniques in long term evolution (LTE) and new radio …

Novel Markov chain based URLLC link adaptation method for 5G vehicular networking

S Nayak, S Roy - IEEE Transactions on Vehicular Technology, 2021 - ieeexplore.ieee.org
Advanced driver-assistance system features in current vehicles (as precursor to fully
autonomous, connected vehicular systems) will rely on 5G network links. Specifically …

Outer loop link adaptation enhancements for ultra reliable low latency communications in 5G

E Peralta, G Pocovi, L Kuru… - 2022 IEEE 95th …, 2022 - ieeexplore.ieee.org
The very low block error rate (BLER) targets required in ultra-reliable low-latency
communications (URLLC) call for new channel state information (CSI) feedback …

Joint Codebook Selection and MCS Adaptation for MmWave eMBB Services Based on Deep Reinforcement Learning

X Ye, L Fu, JM Cioffi - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
This article investigates the joint codebook selection and modulation-coding-scheme (MCS)
adaptation issue for the enhanced mobile broadband (eMBB) service in millimeter-wave …

Energy-Efficient URLLC Service Provision via a Near-Space Information Network

P An, P Yang, X Cao, K Guo, Y Gao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The integration of a near-space information network (NSIN) with the reconfigurable
intelligent surface (RIS) is envisioned to significantly enhance the communication …

Soft-Ack based Outer Loop Link Adaptation for Latency-constrained 5G Video Conferencing

M Liu, J Chen, G Wu, L Ji… - GLOBECOM 2023-2023 …, 2023 - ieeexplore.ieee.org
The high reliability and low latency requirements of multimedia services necessitate the
design of more efficient link adaptation methods. In this paper, we introduce instantaneous …

Digital twin‐based framework for wireless multimodal interactions over long distance

M Kang, X Li, H Ji, H Zhang - International Journal of …, 2023 - Wiley Online Library
Wireless multimodal interactions over long distance (WMILD) would give rise to numerous
thrilling applications, such as remote touching and immersive teleoperations. However, long …

Evaluating the Security Posture of 5G Networks by Combining State Auditing and Event Monitoring

MN Hoq, JW Yao, S Majumdar, L Suárez… - … on Research in …, 2023 - Springer
Abstract 5G network technology is being rapidly adopted in various critical infrastructures,
mainly due to its unique benefits (eg, higher throughput, lower latency, and better …