A tutorial on ultrareliable and low-latency communications in 6G: Integrating domain knowledge into deep learning
As one of the key communication scenarios in the fifth-generation and also the sixth-
generation (6G) mobile communication networks, ultrareliable and low-latency …
generation (6G) mobile communication networks, ultrareliable and low-latency …
An approach to transmitting urllc data with different latency requirements over embb services based on deep reinforcement learning
X Zhu, J Wang, J Li, H Lu, X Luo… - 2021 7th International …, 2021 - ieeexplore.ieee.org
For different quality of service (QoS), the coexistence of enhancement of mobile broadband
(eMBB) and ultra-reliable low-latency communications (URLLC) on the same radio spectrum …
(eMBB) and ultra-reliable low-latency communications (URLLC) on the same radio spectrum …
Reinforcement learning-based resource allocation in fog RAN for IoT with heterogeneous latency requirements
In light of the quick proliferation of Internet of things (IoT) devices and applications, fog radio
access network (Fog-RAN) has been recently proposed for fifth generation (5G) wireless …
access network (Fog-RAN) has been recently proposed for fifth generation (5G) wireless …
Experienced deep reinforcement learning with generative adversarial networks (GANs) for model-free ultra reliable low latency communication
In this paper, a novel experienced deep reinforcement learning (deep-RL) framework is
proposed to provide model-free resource allocation for ultra reliable low latency …
proposed to provide model-free resource allocation for ultra reliable low latency …
Resource allocation in URLLC with online learning for mobile users
J Zhang, C Sun, C Yang - 2021 IEEE 93rd Vehicular …, 2021 - ieeexplore.ieee.org
Neural networks (NNs) have been applied to solve various problems in ultra-reliable and
low-latency communications (URLLC). Facing the stringent quality of service requirement …
low-latency communications (URLLC). Facing the stringent quality of service requirement …
Radio resource allocation and retransmission schemes for URLLC over 5G networks
SE Elayoubi, P Brown, M Deghel… - IEEE Journal on …, 2019 - ieeexplore.ieee.org
Low latency targets for ultra-reliable low latency communications (URLLC) may be
conflicting with their stringent reliability requirements due to the need for re-transmissions …
conflicting with their stringent reliability requirements due to the need for re-transmissions …
Distributed Learning for 6G–IoT Networks: A Comprehensive Survey
SK Das, R Mudi, MS Rahman, AO Fapojuwo - Authorea Preprints, 2023 - techrxiv.org
Smart services based on the Internet of Things (IoT) are likely to grow in popularity in the
forthcoming years, necessitating the improvement of fifth-generation (5G) cellular networks …
forthcoming years, necessitating the improvement of fifth-generation (5G) cellular networks …
Periodic radio resource allocation to meet latency and reliability requirements in 5G networks
Y Han, SE Elayoubi, A Galindo-Serrano… - 2018 IEEE 87th …, 2018 - ieeexplore.ieee.org
Ultra-Reliable and Low Latency Communications (URLLC) is a challenging class of services
to be supported by the fifth generation of mobile networks (5G). Among the URLLC services …
to be supported by the fifth generation of mobile networks (5G). Among the URLLC services …
Deep Reinforcement Learning for URLLC data management on top of scheduled eMBB traffic
With the advent of 5G and the research into beyond 5G (B5G) networks, a novel and very
relevant research issue is how to manage the coexistence of different types of traffic, each …
relevant research issue is how to manage the coexistence of different types of traffic, each …
Radio resource and traffic management for ultra-reliable low latency communications
Ultra-Reliable Low Latency Communications (URLLC) is an important feature of 5G
networks which cannot be enabled without redesigning the architecture of cellular networks …
networks which cannot be enabled without redesigning the architecture of cellular networks …