Research Interests
Research Interests
Electric Vehicles in Smart Grid
Vehicular Cyber-Physical Systems
Autonomous Driving
Space-Air-Ground Communications
Next Generation Local Area Network
Machine Learning
Electric Vehicles in Smart Grid
Vehicular Cyber-Physical Systems
Autonomous Driving
Space-Air-Ground Communications
Next Generation Local Area Network
Machine Learning
R. Zhang, A. Nguyen , M. Wang, L. X. Cai, and X. Shen, "Responsive regulation of dynamic UAV communication networks based on deep reinforcement learning," Systems and Control, Springer, 2021.
R. Zhang, M. Wang, L. X. Cai, Y. Cheng, X. Shen, and L. Xie, "Resource Management in Sustainable Green HetNets with Renewable Energy Sources," 5G Mobile Communications, pp. 503-529, 2017, Springer.
M. Wang, R. Zhang, and X. Shen, Mobile Electric Vehicles: Online Charging and Discharging, SpringerBriefs in Electrical and Computer Engineering, Springer Verlag, 2015. (ISBN-10: 3319251287, ISBN-13: 978-3319251288)
T. Yang, Z. Cui, A. Alshehri, M. Wang, K. Gao, and K. Yu, “Distributed maritime transport communication system with reliability and safety based on blockchain and edge computing,”, IEEE Trans. on Intelligent Transportation Systems, vol. 24, no. 2, 2023.
P. Ravi, S. Zang, M. Scott, R. Zhang, and M. Wang, “UAV Assisted Communication for Ground Users using Machine Learning and Optimization”, Journal of Smart Environments and Green Computing, vol 2, no. 175-91, 2022.
T. Yang, Z. Cui, A. Alshehri, and M. Wang, “Distributed Maritime Transport Communication System with Reliability and Safety Based on Blockchain and Edge Computing”, IEEE Trans. on Intelligent Transportation Systems, 2022.
T. Yang, S. Gao, J. Li, M. Qin, X. Sun, R. Zhang, M. Wang, and X. Li, “Multi-Armed Bandits Learning for Task Offloading in Maritime Edge Intelligence Networks”, IEEE Trans. on Vehicular Technology, vol.71, no. 4, 2022.
P. Xiang, H. Shan, M. Wang, Z. Xiang, Z. Zhu, “Multi-agent RL enables decentralized spectrum access in vehicular networks”, IEEE Trans. on Vehicular Technology, vol.70, no. 10, 2021.
Z. Liu, J. Shore, M. Wang, F. Yuan, A. Buss, and X. Zhao, “A systematic review on hybrid EEG/fNIRS in Brain-Computer Interface”, Journal of Biomedical Signal Processing and Control, vol. 68, July 2021.
R. Zhang, M. Wang, L. Cai, and X. Shen, “Learning to be proactive: Self-regulation of UAV based networks with UAV and user dynamics”, IEEE Trans on Wireless Communications, vol.20, no. 7, pp. 4406-4419, Feb. 2021.
N. Chen, M. Wang, N. Zhang and X. Shen, “Energy and Information Management of Electric Vehicular Network: A Survey”, IEEE Communications Surveys and Tutorials, vol.22, no. 2, pp. 967-997, 2020.
Y. Song, C. Liu, W. Wang, N. Cheng, M. Wang, W. Zhuang, and X. Shen, "Domain Selective Precoding in 3-D Massive MIMO Systems", IEEE J. of Selected Topics in Signal Processing, vol. 13, no. 5, pp. 1103-1118, 2019.
N. Chen, J. Ma, M. Li, M. Wang, and X. Shen, "Energy Management Framework for Mobile Vehicular Electric Storage", IEEE Network, vol. 33, no. 6, pp. 148-155, 2019.
Y. Tang, N. Cheng, W. Wu, M. Wang, Y. Dai, and X. Shen, "Delay-Minimization Routing for Heterogeneous VANETs with Machine Learning based Mobility Prediction", IEEE Trans. on Vehicular Technology, vol. 68, no. 4, pp. 3967-3979, 2019.
N. Chen, J. Ma, M. Wang, and X. Shen, "Two-Tier Energy Compensation Framework based on Mobile Vehicular Electric Storage", IEEE Trans. on Vehicular Technology, vol. 67, no. 12, pp. 11719-11732, 2018.
F. Sun, F. Hou, N. Cheng, M. Wang, H. Zhou, L. Gui, and X. Shen, "Cooperative Task Scheduling for Computation Offloading in Vehicular Cloud", IEEE Trans. on Vehicular Technology, vol. 67, no. 11, pp. 11049-11061, 2018.
M. Wang, M. Ismail, R. Zhang, X. Shen, E. Serpedin, K. Qaraqe “Spatio-temporal Coordination V2V Fast Charging Strategy for Mobile GEVs via Price Control,” IEEE Trans. on Smart Grid, vol. 9, no. 2, pp. 1566-1579, 2018.
N. Chen, M. Wang, N. Zhang, X. Shen and D. Zhao, “SDN based Framework for the PEV Integrated Smart Grid,” IEEE Network, Special Issue on Vehicle-to-Grid Network, vol. 31, no. 2, pp 14-21, 2017.
R. Zhang, M. Wang, X. Shen, and L. Xie “Probabilistic Analysis on QoS Provisioning for Internet of Things in LTE-A Heterogeneous Networks with Partial Spectrum Usage,” IEEE Journal of Internet of Things, vol. 3, no. 3, pp 354-365, 2016.
M. Wang, H. Shan, T. H. Luan, N. Lu, R. Zhang, X. Shen, and F. Bai, “Asymptotic Throughput Capacity Analysis of VANETs Exploiting Mobility Diversity,” IEEE Trans. on Vehicular Technology, vol. 64, no. 9, pp 4187-4202, 2015.
M. Wang, H. Shan, R. Lu, R. Zhang, X. Shen, and F. Bai, “Real-Time Path Planning Exploiting Hybrid-VANET-Enhanced Transportation System for Traffic Congestion Avoidance,” IEEE Trans. on Vehicular Technology, vol. 64, no. 5, pp 1664-1678, 2015.
M. Wang, Q. Shen, R. Zhang, H. Liang, and X. Shen, “Vehicle-density Adaptive MAC for High Throughput in Drive-thru Networks,” IEEE Journal of Internet of Things, vol. 1, no. 6, pp 533-543, 2015.
M. Wang, M. Ismail, X. Shen, E. Serpedin, K. Qaraqe “Spatial and Temporal Online (Dis)charging Coordination of Mobile PEVs,” IEEE Wireless Communication Magazine, vol. 22, no. 1, pp 112-121, 2015.
R. Zhang, M. Wang, L. X. Cai, Z. Zheng, X. Shen, and L. Xie “LTE-unlicensed: The Future of Spectrum Aggregation for Cellular Networks,” IEEE Trans. on Wireless Communications, vol. 22, no. 3, pp 150-159, 2015.
R. Zhang, Z. Zheng, M. Wang, X. Shen, and L. L. Xie, “Equivalent Capacity in Carrier Aggregation-Based LTE-A Systems: A Probabilistic Analysis,” IEEE Trans. on Wireless Communications, vol. 13, no. 11, pp 6444-6460, 2014.
M. Wang, H. Liang, R. Zhang, R. Deng, and X. Shen, “Mobility-Aware Coordinated Charging for Electric Vehicles in VANET-Enhanced Smart Grid,” IEEE Journal on Selected Areas in Communications- Smart Grid Communications Series, vol. 32, no. 7, pp 1344-1360, July 2014.
N. Lu, T. Luan, M. Wang, X. Shen, and F. Bai “Bounds of Asymptotic Performance Limits of Social-Proximity Vehicular Networks,” IEEE/ACM Trans. On Networking, vol. 22, no. 3, pp 812-825, June 2014.
Xiling Luo and Miao Wang “The Formulation of Routing Overhead based on Routing Salvage in MANETs,” IEEE Journal of Aeronautics, 2010.
Invention Title: MU-MIMO Beamforming MAC Protocol for the 802.11ay
Invention ID/Reference No.: 85196052
Inventors: X. SHEN; K. ALDUBAIKHY; M. WANG; O. ABOUL-MAGD; Y. XIN;E. AU; R. SUN
Invention Title: Efficient Beamforming for Device-to-Device Links via over-Listening in 802.11 ay
Invention ID/Reference No.: 85196036
Inventors: X. SHEN; J. SHEN; M. WANG; O. ABOUL-MAGD; Y. XIN; E. AU; R. SUN
S. Tripathi, R. Zhang, and M. Wang, "Distributed User Connectivity Maximization in UAV-Based Communication Networks," Proc. IEEE GLOBECOM 2023, Kuala Lumpur, Malaysia, Dec. 4-8, 2023.
L. Wang, S. Tripathi, R. Zhang, N. Cheng, and M. Wang, “Optimal Charging Profile Design for Solar-Powered Sustainable UAV Communication Networks”, Proc. ICC’23, Montreal, Canada, May 28-June 1, Rome, Italy, 2023.
S. Tripathi, A. Pitkar, R. Zhang, M. Wang, and Z. Ye, “Corrosion and wear prediction at nanoscale interface by machine learning technique”, Proc. Society of Tribologists and Lubrication Engineers, California, USA, May 21-25. 2023.
M. Parrish, R. Zhang, and M. Wang, “Digital-Twin Enabled Range Modulation Strategy for V2V Safety Messaging Considering Human Reaction Time”, Proc. VTC’2022, Helsinki, Finland, June 19-22, 2022..
R. Zhang, M. Wang, Z. Ye, S. Tripathi, A Pitkar, “Understanding the corrosion and wear at nanoscale interface using machine learning technique”, Proc. Society of Tribologists and Lubrication Engineers, Orlando, USA, May 15-19. 2022.
J. Huff, M. Scott, and M. Wang, “Energy Recovery Circuit for LC Cell Driver”, Proc. IEEE Energy Conversion Conference and Exposition (ECCE), Vancouver, Canada, Oct. 10-14, 2021.
Z. Liu, F. Yuan, X. Zhao, and M. Wang, “A mind-controlled drone for virtual tour in mixed reality”, Proc. International Conference on Biomedical Engineering and Science, Las Vegas, USA, July 26-29, 2021.
N. Chen, M. Li, M. Wang, Z. Su, J. Li, and X. Shen, “A dynamic pricing based scheduling scheme for electric vehicles as mobile energy storages”, Proc. ICC’21, Virtual, Montreal, Canada, June 14-23, 2021.
S. Borhani, R. Arvin, Z. Liu, A. Khattak, M. Wang, and X. Zhao, “Prediction drivers’ reaction time in unexpected lane departure situations using brainwave signals: Application of machine learning techniques”, Proc. Transportation Research Board’21, Virtual Event, Jan. 21-22, 2021.
R. Zhang, M. Wang, and L. Cai, “SREC: Proactive Self-Remedy of Energy-Constrained UAV-Based Networks via Deep Reinforcement Learning”, Proc. Globecom’20, Taipei, Taiwan, Dec. 7-11, 2020.
Y. Lu and M. Wang, “RFID-assisted vehicle navigation based on VANET”, Proc. ICWN’20, Las Vegas, USA, July 27-30, 2020.
N. Chen, M. Li, M. Wang, J. Ma and X. Shen, “Compensation of charging station overload via on-road mobile energy storage scheduling,” Proc. IEEE Globecom’19, Waikoloa, USA, Dec. 9-13, 2019.
K. Aldubaikhy, Q. Shen, M. Wang, W. Wu, X. Shen, O. Aboul-Magd, Y. Xin, R. Sun and E. Au, “MAC Layer Design for Concurrent Transmissions in Millimeter Wave WLANs,” Proc. IEEE ICCC’17, Qingdao, China, Oct. 22-24, 2017.
W. Wu, Q. Shen, M. Wang, and X. Shen, “Performance Analysis of IEEE 802.11ad Downlink Hybrid Beamforming,” Proc. IEEE ICC’17, Paris, France, May 21-25, 2017.
N. Chen, M. Wang, and X. Shen, “Optimal PV Sizing Scheme for the PV-integrated Fast Charging Station,” Proc. IEEE WCSP'16, Yangzhou, China, Oct. 13-15, 2016.
R. Zhang, M. Wang, L. X. Cai, X. Shen, and L. Xie, “Modeling and Analysis of MAC Protocol for LTE-U Co-existing with Wi-Fi,” Proc. IEEE Globecom’15, San Diego, USA, Dec. 6-10, 2015.
M. Wang, M. Ismail, R. Zhang, X. Shen, E. Serpedin, and K. A. Qaraqe, “A Semi-distributed V2V Fast Charging Strategy based on Price Control,” , IEEE Globecom'14, Austin, USA, Dec. 8-12, 2014. (BEST PAPER AWARD)
R. Zhang, M. Wang, Z. Zheng, X. Shen, and L. Xie, “Stochastic Geometric Performance Analysis for Carrier Aggregation in LTE-A Systems,” Proc. IEEE ICC'14, Sydney, Australia, June 10-14, 2014.
R. Zhang, M. Wang, Z. Zheng, X. Shen, and L. Xie, “Cross-Layer Carrier Selection and Power Control for LTE-A Uplink with Carrier Aggregation,” Proc. IEEE Globecom'13, Atlanta, GA, USA, Dec. 9-13, 2013.
M. Wang, H. Liang, R. Deng, R. Zhang and X. Shen, “VANET Based Online Charging Strategy for Electric Vehicles," Proc. IEEE Globecom'13, Atlanta, GA, USA, Dec. 9-13, 2013.
R. Zhang, Z. Zheng, M. Wang, X. Shen, and L. Xie, “Equivalent Capacity Analysis of LTE-Advanced Systems with Carrier Aggregation,” Proc. IEEE ICC'13, Budapest, Hungary, June 9-13, 2013.
M. Wang, H. Shan. L. X. Cai, N. Lu, X. Shen, and F. Bai, “Throughput Capacity of VANETs by Exploiting Mobility Diversity,” Proc. IEEE ICC'12, Ottawa, Canada, June 10-15, 2012.
N. Lu, T. Luan, M. Wang, X. Shen, and F. Bai, “Capacity and Delay Analysis for Social-Proximity Urban Vehicular Networks,” Proc. IEEE INFOCOM'12, Orlando, Florida, USA, March 25-30, 2012.
M. Wang and Xiling Luo “Delivery Rate and Routing Overhead Analysis with Salvage in Collaborative On-Line Game Playing,” Proc. SP4SPNA’09 in SocialCom09, Vancouver, Canada, 2009.
Xiling Luo and M. Wang “Routing Overhead Analysis in MANET with Salvage Mechanism,” Proc. ICWN2009 in WorldCOMP’09, Las Vegas, USA, 2009.
Guangxue Wang, Kai Liu and M. Wang, “Interference-aware Routing Based on Cross-Layer Design in Wireless Sensor Networks”, Proc. APCC’09, Shanghai, China, 2009.