Publications

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Author Title Type [ Year(Asc)]
Submitted
X. Shen, Gao, J. , Wu, W. , Li, M. , Zhou, C. , and Zhuang, W. , “Holistic Network Virtualization and Pervasive Network Intelligence for 6G”, IEEE Communications Surveys and Tutorials, pp. 1-22, Submitted.
W. Wu et al., “AI-Native NetworkSlicing for 6G Networks”, Submitted to IEEE Wireless Communication, pp. 1-8, Submitted.
M. Li, Gao, J. , Zhou, C. , Shen, X. , and Zhuang, W. , “Slicing-Based AI Service Provisioning on Network Edge”, Submitted to IEEE Vehicular Technology Magazine, pp. 1-8, Submitted.
2021
N. Chen, Li, M. , Wang, M. , Su, Z. , Li, J. , and Shen, X. , “A Dynamic Pricing Based Scheduling Scheme for Electric Vehicles as Mobile Energy Storages”, in IEEE International Conference on Communications (ICC), 2021.
H. Liang et al., “Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles”, IEEE Transactions on Industrial Informatics, vol. 17, no. 7, pp. 4957-4967, 2021.
W. Wu et al., “Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning”, IEEE Journal on Selected Areas in Communications, vol. 39, no. 7, pp. 2076-2089, 2021.
J. Gao, Li, M. , Zhuang, W. , Shen, X. , and Li, X. , “MAC for Machine-Type Communications in Industrial IoT - Part II: Scheduling and Numerical Results”, IEEE Internet of Things Journal, vol. 8, no. 12, pp. 9958 - 9969, 2021.
J. Gao, Zhuang, W. , Li, M. , Shen, X. , and Li, X. , “MAC for Machine-Type Communications in Industrial IoT - Part I: Protocol Design and Analysis”, vol. 8, no. 12. pp. 9945-9957, 2021.
M. Li, Gao, J. , Zhao, L. , and Shen, X. , “Adaptive Computing Scheduling for Edge-assisted Autonomous Driving”, IEEE Transactions on Vehicular Technology, pp. 1-12, 2021.
2020
M. Li, Gao, J. , Zhang, N. , Zhao, L. , and Shen, X. , “Collaborative Computing in Vehicular Networks: A Deep Reinforcement Learning Approach”, in IEEE International Conference on Communications (ICC), virtual/Dublin, Ireland, 2020, pp. 1-6.
X. Shen et al., “AI-Assisted Network-SlicingBased Next-Generation Wireless Networks”, IEEE Open Journal of Vehicular Technology, vol. 1, pp. 45-66, 2020.
M. Li, Gao, J. , Chen, N. , Zhao, L. , and Shen, X. , “Decentralized PEV Power Allocation with Power Distribution and Transportation Constraints”, IEEE Journal on Selected Areas in Communications, vol. 38, no. 1, pp. 229-243, 2020.
M. Li, Cheng, N. , Gao, J. , Wang, Y. , Zhao, L. , and Shen, X. , “Energy-Efficient UAV-Assisted MobileEdge Computing: Resource Allocation and Trajectory Optimization”, IEEE Transactions on Vehicular Technology, vol. 69, no. 3, pp. 3424-3438, 2020.
F. Wang, Gao, J. , Li, M. , and Zhao, L. , “Autonomous PEV Charging Scheduling Using Dyna-Q Reinforcement Learning”, IEEE Transactions on Vehicular Technology, vol. 69, no. 11, pp. 12609-12620, 2020.
M. Li, Gao, J. , Zhao, L. , and Shen, X. , “Deep Reinforcement Learning for Collaborative Edge Computing in Vehicular Networks”, IEEE Transactions on Cognitive Communications and Networking, vol. 6, no. 4, pp. 1122- 1135, 2020.
2019
M. Li, Gao, J. , Zhao, L. , and Shen, X. , “Task Time Allocation and Reward Scheme for PEV Charging Station Advertising”, in IEEE International Conference on Communications (ICC), Shanghai, China, 2019, pp. 1-6.
M. Chen, Li, M. , Wang, M. , Ma, J. , and Shen, X. , “Compensation of Charging Station Overload via On-road Mobile Energy Storage Scheduling”, in IEEE Global Communications Conference (GLOBECOM), Hawaii, USA, 2019, pp. 1-6.
N. Chen, Ma, J. , Li, M. , Wang, M. , and Shen, X. , “Energy Management Framework for Mobile Vehicular Electric Storage”, IEEE Network, vol. 33, no. 6, pp. 148-155, 2019.
2018
P. He, Li, M. , Zhao, L. , Venkatesh, B. , and Li, H. , “Water-Filling Exact Solutions for Load Balancing of Smart Power Grid Systems”, IEEE Transactions on Smart Grid, vol. 9, no. 2, pp. 1397-1407, 2018.
J. Gao, Li, M. , Zhao, L. , and Shen, X. , “Contention Intensity Based Distributed Coordination for V2V Safety Message Broadcast”, IEEE Transactions on Vehicular Technology, vol. 67, no. 12, pp. 12288-12301, 2018.

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