From 5G to 6G technology: meets energy, internet-of-things and machine learning: a survey

MN Mahdi, AR Ahmad, QS Qassim, H Natiq… - Applied Sciences, 2021 - mdpi.com
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 …

Enhanced machine learning techniques for early HARQ feedback prediction in 5G

N Strodthoff, B Göktepe, T Schierl… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
We investigate Early Hybrid Automatic Repeat reQuest (E-HARQ) feedback schemes
enhanced by machine learning techniques as a path towards ultra-reliable and low-latency …

DRL-based Joint Resource Scheduling of eMBB and URLLC in O-RAN

RM Sohaib, ST Shah, O Onireti… - 2024 IEEE …, 2024 - ieeexplore.ieee.org
This work addresses resource allocation challenges in multi-cell wireless systems catering
to enhanced Mobile Broad-band (eMBB) and Ultra-Reliable Low Latency Communications …

An Adaptive Hybrid Automatic Repeat Request (A-HARQ) Scheme Based on Reinforcement Learning

SY Lin, MH Yang, S Jia - Electronics, 2023 - mdpi.com
V2X communication is susceptible to attenuation and fading caused by external
interference. This interference often leads to bit error and poor quality and stability of the …

Green resource allocation in cloud-native O-RAN enabled small cell networks

RM Sohaib, ST Shah, O Onireti… - 2024 6th International …, 2024 - ieeexplore.ieee.org
In the rapidly evolving landscape of 5G and beyond, cloud-native Open Radio Access
Networks (O-RAN) present a paradigm shift towards intelligent, flexible, and sustainable …

Task-Oriented Communication with Reliability-Driven Retransmission Request

Z Ding, Q Yang, Z Zhang - 2023 IEEE 31st International …, 2023 - ieeexplore.ieee.org
The advanced Deep Learning (DL) techniques have enabled the development of semantic
communication systems by their remarkable information processing and end-to-end …

Neural network-based forecasting of decodability for early arq

M Hummert, D Wübben… - 2021 17th International …, 2021 - ieeexplore.ieee.org
Forecasting the decodability of a received packet of a given decoder is a hard task as many
State-of-the-Art (SoTA) decoders are of high complexity and not easy to analyse in an …

[HTML][HTML] Построение и анализ модели передачи в соте 5G в виде двухфазной системы массового обслуживания с учетом механизма предсказания повторной …

ТВ Рыкова - T-Comm-Телекоммуникации и Транспорт, 2022 - cyberleninka.ru
Исследуется механизм ранней адаптации канала на базе пред сказания повторной
передачи e-HARQ (early Hybrid Automatic Repeat reQuest) для нисходящего канала …

Latency Components and Analysis in 5G New Radio

M Indoonundon, TP Fowdur - 2022 4th International …, 2022 - ieeexplore.ieee.org
Low latency communications are a crucial enabling factor of several 5G New Radio (NR)
use cases. In fact, the support of ultra-reliable low-latency communications (URLLC) in 5G …

Dynamic scheduling for ultra reliable and low latency communications

W Zhang - 2023 - repository.lboro.ac.uk
Ultra-reliable and low-latency communications (URLLC) is one of the main services offered
by the current and next generation of wireless communication networks. It usually supports …