2021
Y. Lu, S. Maharjan and Y. Zhang. "Adaptive Edge Association for Wireless Digital Twin Networks in 6G." IEEE Internet of Things Journal 8, no. 22 (2021): 16219-16230.PDF icon adaptive_edge_association.pdf (1005.59 KB)
Y. Lu, X. Huang, K. Zhang, S. Maharjan and Y. Zhang. "Communication-efficient Federated Learning and Permissioned Blockchain for Digital Twin Edge Networks." IEEE Internet of Things Journal 8, no. 4 (2021).PDF icon fl_bc_dten.pdf (2.3 MB)
Y. Lu, X. Huang, K. Zhang, S. Maharjan and Y. Zhang. "Communication-Efficient Federated Learning for Digital Twin Edge Networks in Industrial IoT." IEEE Transactions on Industrial Informatics 17, no. 8 (2021).PDF icon ieeetiiyl2020dta.pdf (2.09 MB)
Y. Dai, K. Zhang, S. Maharjan and Y. Zhang. "Deep Reinforcement Learning for Stochastic Computation Offloading in Digital Twin Networks." IEEE Transactions on Industrial Informatics 17, no. 7 (2021).PDF icon drl_for_stochastic_computation_offloading_in_dtns.pdf (2.64 MB)
K. Zhang, J. Cao, S. Maharjan and Y. Zhang. "Digital Twin Empowered Content Caching in Social-aware Vehicular Edge Networks." IEEE Transactions on Computational Social Systems 9, no. 1 (2021): 239-251.PDF icon dt_vec.pdf (2.1 MB)
Y. Wei, S. Zhou, S. Leng, S. Maharjan and Y. Zhang. "Federated Learning empowered End-Edge-Cloud Cooperation for 5G HetNet Security." IEEE Network 35, no. 2 (2021): 88-94.PDF icon fl_5g_hetnet_security.pdf (1015.17 KB)
Y. Lu, X. Huang, K. Zhang, S. Maharjan and Y. Zhang. "Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks." IEEE Transactions on Industrial Informatics 17, no. 7 (2021): 5098-5107.PDF icon fl_bcdg_6g.pdf (2.16 MB)
X. Xu, X. Wang, Z. Li, H. Yu, G. Sun, S. Maharjan and Y. Zhang. "Mitigating Conflicting Transactions in Hyperledger Fabric Permissioned Blockchain for Delay-sensitive IoT Applications." IEEE Internet of Things Journal 8, no. 13 (2021): 10596-10607.PDF icon hyperledger_fabric_bc_iot.pdf (2.73 MB)
X. Huang, S. Leng, S. Maharjan and Y. Zhang. "Multi-Agent Deep Reinforcement Learning for Computation Offloading and Interference Coordination in Small Cell Networks." IEEE Transactions on Vehicular Technology 70, no. 9 (2021): 9282-9293.PDF icon madrl_scns.pdf (4.09 MB)
H. Chung, S. Maharjan, Y. Zhang, F. Eliassen and K. Strunz. "Optimal Energy Trading with Demand Responses in Cloud Computing Enabled Virtual Power Plant in Smart Grids." IEEE Transactions on Cloud Computing (2021).PDF icon optimal_energy_trading_with_demand_responses_in_cloud_computing_enabled_virtual_power_plant_in_smart_grids.pdf (7.63 MB)
H. Chung, S. Maharjan, Y. Zhang, F. Eliassen and K. Strunz. "Placement and Routing Optimization for Automated Inspection with UAVs: A Study in Offshore Wind Farm." IEEE Transactions on Industrial Informatics 17, no. 5 (2021): 3032-3043.PDF icon routing_optimization_uavs.pdf (2.1 MB)
2020
Y. Lu, X. Huang, K. Zhang, S. Maharjan and Y. Zhang. "Blockchain Empowered Asynchronous Federated Learning for Secure Data Sharing in Internet of Vehicles." IEEE Transactions on Vehicular Technology 69, no. 4 (2020): 4298-4311.
H. Liu, P. Zhang, G. Pu, T. Yang and S. Maharjan. "Blockchain Empowered Cooperative Authentication with Data Traceability in Vehicular Edge Computing." IEEE Transactions on Vehicular Technology 69, no. 4 (2020): 4221-4232.
Y. Dai, D. Xu, K. Zhang, S. Maharjan and Y. Zhang. "Deep Reinforcement Learning and Permissioned Blockchain for Content Caching in Vehicular Edge Computing and Networks." IEEE Transactions on Vehicular Technology 69, no. 4 (2020): 4312-4324.
G. Qiao, S. Leng, S. Maharjan, Y. Zhang and N. Ansari. "Deep Reinforcement Learning for Cooperative Content Caching in Vehicular Edge Computing and Networks." IEEE Internet of Things Journal 7, no. 1 (2020): 247-257.
L. Lin, X. Guan, Y. Peng, N. Wang, S. Maharjan and T. Ohtsuki. "Deep Reinforcement Learning for Economic Dispatch of Virtual Power Plant in Internet of Energy." IEEE Internet of Things Journal 7, no. 7 (2020): 6288-6301.
M. Li, Y. Sun, H. Lu, S. Maharjan and Z. Tian. "Deep Reinforcement Learning for Partially Observable Data Poisoning Attack in Crowdsensing Systems." IEEE Internet of Things Journal 7, no. 7 (2020): 6266-6278.
K. Zhang, J. Cao, H. Liu, S. Maharjan and Y. Zhang. "Deep Reinforcement Learning for Social-Aware Edge Computing and Caching in Urban Informatics." IEEE Transactions on Industrial Informatics 16, no. 8 (2020): 5467-5477.
Y. Lu, X. Huang, Y. Dai, S. Maharjan and Y. Zhang. "Differentially Private Asynchronous Federated Learning for Mobile Edge Computing in Urban Informatics." IEEE Transactions on Industrial Informatics 16, no. 3 (2020): 2134-2143.
H. Chung, S. Maharjan, Y. Zhang and F. Eliassen. "Distributed Deep Reinforcement Learning for Intelligent Load Scheduling in Residential Smart Grid." IEEE Transactions on Industrial Informatics 17, no. 4 (2020).PDF icon ddrl_ils_sg.pdf (2.31 MB)
H. Chung, S. Maharjan, Y. Zhang, F. Eliassen and T. Yuan. Edge Intelligence Empowered UAV s for Automated Wind Farm Monitoring in Smart Grids In IEEE Globecom 2020. IEEE, 2020.PDF icon edge_intelligence_empowered_uav_s_for_automated_wind_farm_monitoring_in_smart_grids.pdf (480.84 KB)
Y. Dai, K. Zhang, S. Maharjan and Y. Zhang. "Edge Intelligence for Energy-efficient Computation Offloading and Resource Allocation in 5G Beyond." IEEE Transactions on Vehicular Technology 69, no. 10 (2020).PDF icon ei_computation_offloading_5g.pdf (2.14 MB)
S. Mao, S. Leng, S. Maharjan and Y. Zhang. "Energy Efficiency and Delay Tradeoff for Wireless Powered Mobile-Edge Computing Systems with Multi-Access Schemes." IEEE Transactions on Wireless Communications 9, no. 3 (2020): 1855-1867.
Y. Lu, X. Huang, Y. Dai, S. Maharjan and Y. Zhang. "Federated Learning for Data Privacy Preservation in Vehicular Cyber-Physical Systems." IEEE Network 34, no. 3 (2020): 50-56.
L. Jiang, B. Chen, S. Xie, S. Maharjan and Y. Zhang. "Incentivizing Resource Cooperation for Blockchain Empowered Wireless Power Transfer in UAV Networks." IEEE Transactions on Vehicular Technology 69, no. 12 (2020).PDF icon ieeetvtjiang2020b.pdf (1.91 MB)

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