Distributed resource allocation for URLLC in IIoT scenarios: A multi-armed bandit approach
This paper addresses the problem of enabling inter-machine Ultra-Reliable Low-Latency
Communication (URLLC) in future 6G Industrial Internet of Things (IIoT) networks. As far as …
Communication (URLLC) in future 6G Industrial Internet of Things (IIoT) networks. As far as …
Improved grant-free access for URLLC via multi-tier-driven computing: Network-load learning, prediction, and resource allocation
Z Zhao, Q Du, GK Karagiannidis - IEEE Journal on Selected …, 2023 - ieeexplore.ieee.org
Grant-Free (GF) access has been recognized as a promising candidate for Ultra-Reliable
and Low-Latency Communications (URLLC). However, even with GF access, URLLC still …
and Low-Latency Communications (URLLC). However, even with GF access, URLLC still …
Intelligent Resource Allocation for Grant-Free Access: A Reinforcement Learning Approach
M Elsayem, H Abou-Zeid, A Afana… - IEEE Networking …, 2023 - ieeexplore.ieee.org
Future wireless networks will support applications demanding high data-rates, ultra-low
latency, and high reliabilities. One technology for such ultra-reliable low latency …
latency, and high reliabilities. One technology for such ultra-reliable low latency …
[HTML][HTML] Optimum ultra-reliable and low latency communications in 5G new radio
To satisfactorily gratify the scope of International Mobile Telecommunications 2020 (IMT-
2020), 3GPP has launched the standardization activity of the fifth generation (5G) New …
2020), 3GPP has launched the standardization activity of the fifth generation (5G) New …
Machine learning for 6G enhanced ultra-reliable and low-latency services
Y Liu, Y Deng, A Nallanathan… - IEEE Wireless …, 2023 - ieeexplore.ieee.org
Ultra-reliable and low-latency communications (URLLC), as one of the major communication
services of the fifth-generation (5G) and the sixth-generation (6G) cellular networks, is critical …
services of the fifth-generation (5G) and the sixth-generation (6G) cellular networks, is critical …
Risk-aware resource allocation for URLLC: Challenges and strategies with machine learning
Supporting ultra-reliable low-latency communications (URLLC) is a major challenge of 5G
wireless networks. Stringent delay and reliability requirements need to be satisfied for both …
wireless networks. Stringent delay and reliability requirements need to be satisfied for both …
Enabling URLLC in 5G NR IIoT networks: A full-stack end-to-end analysis
This paper addresses the problem of enabling inter-machine ultra-reliable low-latency
communication (URLLC) in 5th generation (5G) NR Industrial Internet of Things (IIoT) …
communication (URLLC) in 5th generation (5G) NR Industrial Internet of Things (IIoT) …
Multi-Agent Multi-Armed Bandit Learning for Grant-Free Access in Ultra-Dense IoT Networks
Meeting the diverse quality-of-service (QoS) requirements in ultra-dense Internet of Things
(IoT) networks operating under varying network loads is challenging. Moreover, latency …
(IoT) networks operating under varying network loads is challenging. Moreover, latency …
Multi-agent deep reinforcement learning based resource allocation for ultra-reliable low-latency internet of controllable things
Y Xiao, Y Song, J Liu - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
As a promising technology in the 5G era, the artificial intelligence (AI) enabled Internet of
controllable things (IoCT) is expected to be an integral part of heterogeneous networks …
controllable things (IoCT) is expected to be an integral part of heterogeneous networks …
Statistical learning-based adaptive network access for the industrial Internet-of-Things
Industrial Internet of Things (IIoT) applications generate data in varying amounts with diverse
quality of service requirements. The adaptive network access approach and distributed …
quality of service requirements. The adaptive network access approach and distributed …