Daniel Ayepah-Mensah

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 21

Top Topics

Autonomous Mental Development

Reinforcement Learning

Dynamic Pricing

Top Venues

J. Netw. Comput. Appl.

IEEE Trans. Mob. Comput.

Publications

Guolin Sun, Gordon Owusu Boateng, Kai Liu, Daniel Ayepah-Mensah, Guisong Liu
Dynamic Pricing for Vehicle Dispatching in Mobility-as-a-Service Market via Multi-Agent Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 73 (8) (2024)
Daniel Ayepah-Mensah, Guolin Sun, Gordon Owusu Boateng, Stephen Anokye, Guisong Liu
Blockchain-Enabled Federated Learning-Based Resource Allocation and Trading for Network Slicing in 5G. IEEE/ACM Trans. Netw. 32 (1) (2024)
Daniel Ayepah-Mensah, Guolin Sun, Yu Pang, Wei Jiang
Adaptive Digital Twin and Communication-Efficient Federated Learning Network Slicing for 5G-enabled Internet of Things. CoRR (2024)
Guolin Sun, Gordon Owusu Boateng, Liyuan Luo, Huan Chen, Daniel Ayepah-Mensah, Guisong Liu
Competitive Pricing for Resource Trading in Sliced Mobile Networks: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 23 (5) (2024)
Ruijie Ou, Guolin Sun, Daniel Ayepah-Mensah, Gordon Owusu Boateng, Guisong Liu
Two-Tier Resource Allocation for Multitenant Network Slicing: A Federated Deep Reinforcement Learning Approach. IEEE Internet Things J. 10 (22) (2023)
Ruijie Ou, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guolin Sun, Guisong Liu
Stackelberg game-based dynamic resource trading for network slicing in 5G networks. J. Netw. Comput. Appl. 214 (2023)
Guolin Sun, Daniel Ayepah-Mensah, Gordon Owusu Boateng, Noble Arden Elorm Kuadey, Mohamed Basher Omer, Guisong Liu
Holistic Roadmap of Trends in Radio Access Network Slicing: A Survey. IEEE Commun. Mag. 61 (12) (2023)
Gordon Owusu Boateng, Guolin Sun, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Ruijie Ou, Guisong Liu
Consortium Blockchain-Based Spectrum Trading for Network Slicing in 5G RAN: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 22 (10) (2023)
Stephen Anokye, Daniel Ayepah-Mensah, Abegaz Mohammed Seid, Gordon Owusu Boateng, Guolin Sun
Deep Reinforcement Learning-Based Mobility-Aware UAV Content Caching and Placement in Mobile Edge Networks. IEEE Syst. J. 16 (1) (2022)
Guolin Sun, Daniel Ayepah-Mensah, Rong Xu, Victor Kwaku Agbesi, Guisong Liu, Wei Jiang
Transfer Learning for Autonomous Cell Activation Based on Relational Reinforcement Learning With Adaptive Reward. IEEE Syst. J. 16 (1) (2022)
Gordon Owusu Boateng, Daniel Ayepah-Mensah, Daniel Mawunyo Doe, Abegaz Mohammed Seid, Guolin Sun, Guisong Liu
Blockchain-Enabled Resource Trading and Deep Reinforcement Learning-Based Autonomous RAN Slicing in 5G. IEEE Trans. Netw. Serv. Manag. 19 (1) (2022)
Guolin Sun, Tong Zhan, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Revised reinforcement learning based on anchor graph hashing for autonomous cell activation in cloud-RANs. Future Gener. Comput. Syst. 104 (2020)
Guolin Sun, Daniel Ayepah-Mensah, Anton Budkevich, Guisong Liu, Wei Jiang
Autonomous cell activation for energy saving in cloud-RANs based on dueling deep Q-network. Knowl. Based Syst. 192 (2020)
Guolin Sun, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Autonomous Resource Slicing for Virtualized Vehicular Networks With D2D Communications Based on Deep Reinforcement Learning. IEEE Syst. J. 14 (4) (2020)
Guolin Sun, Daniel Ayepah-Mensah, Rong Xu, Gordon Owusu Boateng, Guisong Liu
End-to-end CNN-based dueling deep Q-Network for autonomous cell activation in Cloud-RANs. J. Netw. Comput. Appl. 169 (2020)
Guolin Sun, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu
Relational Reinforcement Learning Based Autonomous Cell Activation in Cloud-RANs. IEEE Access 7 (2019)
Guolin Sun, Daniel Ayepah-Mensah, Li Lu, Wei Jiang, Guisong Liu
Delay-aware content distribution via cell clustering and content placement for multiple tenants. J. Netw. Comput. Appl. 137 (2019)
Guolin Sun, Zemuy Tesfay Gebrekidan, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Wei Jiang
Dynamic Reservation and Deep Reinforcement Learning Based Autonomous Resource Slicing for Virtualized Radio Access Networks. IEEE Access 7 (2019)
Guolin Sun, Kun Xiong, Gordon Owusu Boateng, Daniel Ayepah-Mensah, Guisong Liu, Wei Jiang
Autonomous Resource Provisioning and Resource Customization for Mixed Traffics in Virtualized Radio Access Network. IEEE Syst. J. 13 (3) (2019)
Guolin Sun, Sebakara Samuel Rene Adolphe, Daniel Ayepah-Mensah
Low-complexity Dynamic Resource Slicing for Mixed Traffics in Virtualized Radio Access Network. LCN (2018)
Guolin Sun, Li Lu, Daniel Ayepah-Mensah, Xiufen Fang, Wei Jiang
Cell Virtualization with Network Partition for Initial User Association in Software Defined Small-cell Networks. KSII Trans. Internet Inf. Syst. 12 (10) (2018)