User Access Control in Open Radio Access Networks: A Federated Deep Reinforcement Learning Approach

Ultra-Reliable and Low-Latency Communications Using Proactive Multi-Cell Association

(2021) Chun-Hung Liu et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Intelligent User Association for Symbiotic Radio Networks Using Deep Reinforcement Learning

(2020) Qianqian Zhang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Access Point Association in Uplink Two-Hop Cellular IoT Networks With Data Aggregators

(2020) Hesham G. Moussa et al.   IEEE Internet of Things Journal

Dynamic Resource Scaling for VNF Over Nonstationary Traffic: A Learning Approach

(2020) Kaige Qu et al.   IEEE Transactions on Cognitive Communications and Networking

A Non-Stationary Online Learning Approach to Mobility Management

(2019) Yiming Zhou et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning

(2019) Xiaofei Wang et al.   IEEE NETWORK

Multi-Agent Deep Reinforcement Learning for Dynamic Power Allocation in Wireless Networks

(2019) Yasar Sinan Nasir et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Deep Reinforcement Learning for User Association and Resource Allocation in Heterogeneous Cellular Networks

(2019) Nan Zhao et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications

(2019) Sumudu Samarakoon et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Adaptive Hysteresis Margin Based on Fuzzy Logic for Handover in Mobile Networks With Dense Small Cells

(2018) Ketyllen Da Costa Silva et al.   IEEE Access

5G New Radio: Waveform, Frame Structure, Multiple Access, and Initial Access

(2017) Shao-Yu Lien et al.   IEEE COMMUNICATIONS MAGAZINE

Spectrum and Power Allocation for Vehicular Communications With Delayed CSI Feedback

(2017) Le Liang et al.   IEEE Wireless Communications Letters

A Non-Stochastic Learning Approach to Energy Efficient Mobility Management

(2016) Cong Shen et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Channel-Access-Aware User Association With Interference Coordination in Two-Tier Downlink Cellular Networks

(2016) Uzma Siddique et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Handover Management in 5G and Beyond: A Topology Aware Skipping Approach

(2016) Rabe Arshad et al.   IEEE Access

Mobility management in HetNets: a learning-based perspective

(2015) Meryem Simsek et al.   EURASIP Journal on Wireless Communications and Networking

Distributed User Association and Femtocell Allocation in Heterogeneous Wireless Networks

(2014) Siavash Bayat et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

User Association for Load Balancing in Heterogeneous Cellular Networks

(2013) Qiaoyang Ye et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS