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Daniel Ayepah-Mensah
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2020 – today
- 2024
- [j19]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): 3830-3845 (2024) - [j18]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): 654-669 (2024) - [j17]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): 12010-12025 (2024) - [i1]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 abs/2407.10987 (2024) - 2023
- [j16]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): 118-124 (2023) - [j15]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): 20174-20187 (2023) - [j14]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: 103600 (2023) - [j13]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): 5801-5815 (2023) - 2022
- [j12]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): 275-286 (2022) - [j11]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): 1044-1055 (2022) - [j10]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): 216-227 (2022) - 2020
- [j9]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: 60-73 (2020) - [j8]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: 102757 (2020) - [j7]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: 105347 (2020) - [j6]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): 4694-4705 (2020)
2010 – 2019
- 2019
- [j5]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: 45758-45772 (2019) - [j4]Guolin Sun
, Gordon Owusu Boateng
, Daniel Ayepah-Mensah, Guisong Liu
:
Relational Reinforcement Learning Based Autonomous Cell Activation in Cloud-RANs. IEEE Access 7: 63588-63604 (2019) - [j3]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: 112-126 (2019) - [j2]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): 2454-2465 (2019) - 2018
- [j1]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): 4703-4723 (2018) - [c1]Guolin Sun, Sebakara Samuel Rene Adolphe, Daniel Ayepah-Mensah:
Low-complexity Dynamic Resource Slicing for Mixed Traffics in Virtualized Radio Access Network. LCN 2018: 425-428
Coauthor Index
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