Deep reinforcement learning based flexible preamble allocation for RAN slicing in 5G networks

Performance Analysis of Priority-Based Access Class Barring Scheme for Massive MTC Random Access

(2020) Yujin Sim et al.   IEEE Systems Journal

Deep Reinforcement Learning for Mobile 5G and Beyond: Fundamentals, Applications, and Challenges

(2019) Zehui Xiong et al.   IEEE Vehicular Technology Magazine

Deep reinforcement learning mechanism for dynamic access control in wireless networks handling mMTC

(2019) Diego Pacheco-Paramo et al.   Ad Hoc Networks

Deep Reinforcement Learning for Offloading and Resource Allocation in Vehicle Edge Computing and Networks

(2019) Yi Liu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Reinforcement Learning for Slicing in a 5G Flexible RAN

(2019) Muhammad Rehan Raza et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

Joint Allocation of Radio and Fronthaul Resources in Multi-Wavelength-Enabled C-RAN Based on Reinforcement Learning

(2019) Ahmed Mohammed Mikaeil et al.   JOURNAL OF LIGHTWAVE TECHNOLOGY

User Scheduling and Resource Allocation in HetNets With Hybrid Energy Supply: An Actor-Critic Reinforcement Learning Approach

(2018) Yifei Wei et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Dynamic Preamble Subset Allocation for RAN Slicing in 5G Networks

(2018) Serdar Vural et al.   IEEE Access

RAN Runtime Slicing System for Flexible and Dynamic Service Execution Environment

(2018) Chia-Yu Chang et al.   IEEE Access

Pricing-Based Load Control of M2M Traffic for the LTE-A Random Access Channel

(2017) Mehmet Koseoglu   IEEE TRANSACTIONS ON COMMUNICATIONS

Dynamic Resource Allocation and Access Class Barring Scheme for Delay-Sensitive Devices in Machine to Machine (M2M) Communications

(2017) Ning Li et al.   SENSORS

Lower Bounds on the LTE-A Average Random Access Delay Under Massive M2M Arrivals

(2016) Mehmet Koseoglu   IEEE TRANSACTIONS ON COMMUNICATIONS

Mobility-Aware Uplink Interference Model for 5G Heterogeneous Networks

(2016) Yunquan Dong et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

5GNOW: non-orthogonal, asynchronous waveforms for future mobile applications

(2014) Gerhard Wunder et al.   IEEE COMMUNICATIONS MAGAZINE

PRADA: Prioritized Random Access With Dynamic Access Barring for MTC in 3GPP LTE-A Networks

(2014) Tzu-Ming Lin et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

M2M Service Platforms: Survey, Issues, and Enabling Technologies

(2013) Jaewoo Kim et al.   IEEE Communications Surveys and Tutorials