Resource Slicing for eMBB and URLLC Services in Radio Access Network Using Hierarchical Deep Learning

A Tutorial on Ultrareliable and Low-Latency Communications in 6G: Integrating Domain Knowledge Into Deep Learning

(2021) Changyang She et al.   PROCEEDINGS OF THE IEEE

Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach

(2021) Madyan Alsenwi et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Intelligence and Learning in O-RAN for Data-Driven NextG Cellular Networks

(2021) Leonardo Bonati et al.   IEEE COMMUNICATIONS MAGAZINE

Joint Scheduling of URLLC and eMBB Traffic in 5G Wireless Networks

(2020) Arjun Anand et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Interference Analysis and Power Allocation in the Presence of Mixed Numerologies

(2020) Juquan Mao et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep Reinforcement Learning for Throughput Improvement of the Uplink Grant-Free NOMA System

(2020) Jiazhen Zhang et al.   IEEE Internet of Things Journal

A Deep-Reinforcement-Learning-Based Approach to Dynamic eMBB/URLLC Multiplexing in 5G NR

(2020) Yan Huang et al.   IEEE Internet of Things Journal

How Should I Orchestrate Resources of My Slices for Bursty URLLC Service Provision?

(2020) Peng Yang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Coexistence Mechanism Between eMBB and uRLLC in 5G Wireless Networks

(2020) Anupam Kumar Bairagi et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning

(2020) Wen Wu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach

(2019) Madyan Alsenwi et al.   IEEE COMMUNICATIONS LETTERS

Joint Power Allocation and Channel Assignment for NOMA With Deep Reinforcement Learning

(2019) Chaofan He et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

GAN-Powered Deep Distributional Reinforcement Learning for Resource Management in Network Slicing

(2019) Yuxiu Hua et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Network Slices toward 5G Communications: Slicing the LTE Network

(2017) Kostas Katsalis et al.   IEEE COMMUNICATIONS MAGAZINE

Network Slicing to Enable Scalability and Flexibility in 5G Mobile Networks

(2017) Peter Rost et al.   IEEE COMMUNICATIONS MAGAZINE

Network Slicing in 5G: Survey and Challenges

(2017) Xenofon Foukas et al.   IEEE COMMUNICATIONS MAGAZINE

Human-level control through deep reinforcement learning

(2015) Volodymyr Mnih et al.   NATURE