Professor Kezhi Wang
This website is no longer maintained, please see my university website
♣ [Email Kezhi]
♣ [University Website]
♣C. Bai, A. Zhu, X. Lu, Y. Zhu and K. Wang, Temporal Convolutional Network Based Signal Detection for Magnetotactic Bacteria Communication System, IEEE Transactions on NanoBioscience, 2023
♣K. Zhi, C. Pan, H. Ren, K. Wang, et al, Two-Timescale Design for Reconfigurable Intelligent Surface-Aided Massive MIMO Systems with Imperfect CSI, IEEE Transactions on Information Theory, 2022
♣C. Pan, H. Ren, K. Wang, et al., Multicell MIMO Communications Relying on Intelligent Reflecting Surfaces, IEEE Transactions on Wireless Communications, 2020. (ESI hot paper, ESI highly cited paper, popular paper in IEEE TWC)
♣L. Wang, K. Wang, et al, Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing, IEEE Transactions on Cognitive Communications and Networking, 2020. (ESI highly cited paper, Top 4 popular paper in IEEE CCN in many months)
♣J. Neera, X. Chen, N. Aslam, K. Wang, Z. Shu, Private and Utility Enhanced Recommendations with Local Differential Privacy and Gaussian Mixture Model, IEEE Transactions on Knowledge and Data Engineering, 2021
♣Z. Yang, C. Pan, K. Wang and M. Shikh-Bahaei, Energy Efficient Resource Allocation in UAV-Enabled Mobile Edge Computing Networks, IEEE Transactions on Wireless Communications, vol. 18, no. 9, pp. 4576-4589, Sept. 2019. (ESI highly cited paper, popular paper in IEEE TWC)
♣Y. Zhou, C. Pan, P. Yeoh, K. Wang, et al., Secure Communications for UAV-Enabled Mobile Edge Computing Systems, IEEE Transactions on Communications, 2019 (ESI highly cited paper, popular paper in IEEE TCOM)
♣C. Pan, H. Ren, K. Wang, et al., Intelligent Reflecting Surface Aided MIMO Broadcasting for Simultaneous Wireless Information and Power Transfer, IEEE Journal of Selected Areas in Communications, 2020. (ESI hot paper, ESI highly cited paper, popular paper in IEEE JSAC)
♣G. Zhou, C. Pan, H. Ren, K. Wang and A. Nallanathan, Intelligent Reflecting Surface Aided Multigroup Multicast MISO Communication Systems, IEEE Transactions on Signal Processing, 2020. (ESI highly cited paper, Popular paper in IEEE TSP, first paper of IRS in IEEE TSP)
♣S. Hong, C. Pan, H Ren, K. Wang, et al, Robust Transmission Design for Intelligent Reflecting Surface Aided Secure Communication Systems with Imperfect Cascaded CSI, IEEE Transactions on Wireless Communications, 2020. (ESI highly cited paper, popular paper in IEEE TWC)
♣G. Zhou, C. Pan, H. Ren, K. Wang, et al, A Framework of Robust Transmission Design for IRS-aided MISO Communications with Imperfect Cascaded Channels, IEEE Transactions on Signal Processing, 2020. (ESI highly cited paper, popular paper in IEEE TSP)
♣S. Hong, C. Pan, H Ren, K. Wang and A. Nallanathan, Artificial-Noise-Aided Secure MIMO Wireless Communications via Intelligent Reflecting Surface, IEEE Transactions on Communications, 2020. (ESI highly cited paper, popular paper in IEEE TCOM)
♣L. Wang, K. Wang, et al., Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface- Aided UAV Communications: A Deep Reinforcement Learning Approach, IEEE Transactions on Mobile Computing, 2022 (ESI hot paper, ESI highly cited paper in IEEE TMC)
♣P. Huang, Y. Wang, K. Wang, Qingfu Zhang, Combining Lyapunov Optimization with Evolutionary Transfer Optimization for Long-Term Energy Minimization in IRS-Aided Communications, IEEE Transactions on Cybernetics, 2022
♣L. Wang, K. Wang, et al., Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing, IEEE Transactions on Mobile Computing, 2021 (popular paper in TMC)
♣P. Huang, Y. Wang and K. Wang, A Divide-and-Conquer Bilevel Optimization Algorithm for Jointly Pricing Computing Resources and Energy in Wireless Powered MEC, IEEE Transactions on Cybernetics, 2021
♣P. Huang, Y. Wang, K. Wang and Z. Liu, A Bilevel Optimization Approach for Joint Offloading Decision and Resource Allocation in Cooperative Mobile Edge Computing, IEEE Transactions on Cybernetics, 2019
♣Y. Wang, Z. Ru, K. Wang and P. Huang, Joint Deployment and Task Scheduling Optimization for Large-Scale Mobile Users in Multi-UAV-Enabled Mobile Edge Computing, IEEE Transactions on Cybernetics, 2019 (ESI highly cited paper, popular paper)
♣C Pan, H Ren, K. Wang, et al, Reconfigurable Intelligent Surfaces for 6G Systems: Principles, Applications, and Research Directions, IEEE Communications Magazine, 2021 (ESI hot paper, ESI highly cited paper, popular paper in IEEE CM)
♣X. Wang, K. Wang, et al., Dynamic Resource Scheduling in Mobile Edge Cloud with Cloud Radio Access Network, IEEE Transactions on Parallel and Distributed Systems, vol. 29, no. 11, pp. 2429-2445, 2018
♣K. Wang, K. Yang and C. S. Magurawalage, Joint Energy Minimization and Resource Allocation in C-RAN with Mobile Cloud, IEEE Transactions on Cloud Computing, vol. 6, no. 3, pp. 760-770, 1 July-Sept. 2018(popular paper in TCC)
♣X. Yu, X. Huang, K. Wang, F. Shu, and X. Dang, Joint Design of Power Allocation, Beamforming and Positioning for Energy-Efficient UAV-Aided Multiuser Millimeter-Wave Systems, IEEE Journal of Selected Areas in Communications, 2022
♣H. Bi, W. Shang, Y. Chen and K. Wang, Joint optimisation for pedestrian, information and energy flows in emergency response systems with energy harvesting and energy sharing, IEEE Transactions on Intelligent Transportation Systems, 2022 (ESI hot paper, ESI highly cited paper, popular paper)
♣K. Wang, et al, Packet Error Probability and Effective Throughput for Ultra-reliable and Low-latency UAV Communications, IEEE Transactions on Communications, 2020. (Popular paper in IEEE TCOM)
♣Q. Tang, K. Wang, et al., Congestion Balanced Profits Maximization Charging Strategies for Electric Vehicles, IEEE Transactions on Parallel and Distributed Systems, 2020
♣G. Zhou, C. Pan, H. Ren, K. Wang, M .D. Renzo and A. Nallanathan, Robust Beamforming Design for Intelligent Reflecting Surface Aided MISO Communication Systems, IEEE Wireless Communications Letters, 2020. (ESI highly cited paper, popular paper in IEEE WCL)
♣Y. Zhou, C. Pan, P. Yeoh, K. Wang, et al, Communication-and-Computing Latency Minimization for UAVEnabled Virtual Reality Delivery Systems, IEEE Transactions on Communications, 2020
♣X Yu, G Wang, X Huang, K. Wang, et al, Energy Efficient Resource Allocation for Uplink RIS-Aided Millimeter- Wave Networks with NOMA, IEEE Transactions on Mobile Computing, 2022
♣K. Zhi, C. Pan, H. Ren, K. Wang, Power Scaling Law Analysis and Phase Shift Optimization of RIS-aided Massive MIMO Systems with Statistical CSI, IEEE Transactions on Communications, 2022. (Popular paper in IEEE TCOM)
♣G. Zhou, C. Pan, H. Ren, K. Wang and Marco M. Direnzo, Fairness-Oriented Multiple RIS-Aided mmWave Transmission: Stochastic Optimization Methods, IEEE Transactions on Signal Processing, 2022 (Popular paper in IEEE TSP)
♣Y. Pan, K. Wang, C. Pan, H. Zhu and J. Wang, Self-Sustainable Reconfigurable Intelligent Surface Aided Simultaneous Terahertz Information and Power Transfer (STIPT), IEEE Transactions on Wireless Communications, 2022
♣L. Zhang, C. Pan, Y. Wang, H. Ren, K. Wang, Robust beamforming design for intelligent reflecting surface aided cognitive radio systems with imperfect cascaded CSI, IEEE Transactions on Cognitive Communications and Networking, 2021 (Popular paper in IEEE CCN)
♣H. Ren, K. Wang, C. Pan, Intelligent Reflecting Surface-aided URLLC in a Factory Automation Scenario, IEEE Transactions on Communications, 2021. (ESI highly cited paper, popular paper in IEEE TCOM)
♣X. Yu, K. Yu, X. Huang, X. Dang, K. Wang and J. Cai, Computation Efficiency Optimization for RIS-Assisted Millimeter-Wave Mobile Edge Computing Systems, IEEE Transactions on Communications, vol. 70, no. 8, pp. 5528-5542, Aug. 2022
♣ P. Huang, Y. Wang, K. Wang and K. Yang, ”Differential Evolution With a Variable Population Size for Deployment Optimization in a UAV-Assisted IoT Data Collection System,” IEEE Transactions on Emerging Topics in Computational Intelligence, 2019
♣X. Yu, F. Xu, J. Cai, X. Dang, K. Wang, Computation Efficiency Optimization for Millimeter-Wave Mobile Edge Computing Networks with NOMA, IEEE Transactions on Mobile Computing, 2022
♣Y. Pan, C. Pan, K. Wang, et al, Cost Minimization for Cooperative Computation Framework in MEC Networks, IEEE Transactions on Wireless Communications, 2021
♣ M. Asim, Y. Wang, K. Wang, and P. Huang, A Review on Computational Intelligence Techniques in Cloud and Edge Computing, IEEE Transactions on Emerging Topics in Computational Intelligence, 2020 (popular paper in TETCI)
♣ [University Website]
Selected IEEE Journals
♣ M. Xie, X. Yu, Y. Rui, K. Wang, et al, Performance Analysis for User-centric Cell-free Massive MIMO Systems with Hardware Impairments and Multi-antenna Users, IEEE Transactions on Wireless Communications, 2023♣C. Bai, A. Zhu, X. Lu, Y. Zhu and K. Wang, Temporal Convolutional Network Based Signal Detection for Magnetotactic Bacteria Communication System, IEEE Transactions on NanoBioscience, 2023
♣K. Zhi, C. Pan, H. Ren, K. Wang, et al, Two-Timescale Design for Reconfigurable Intelligent Surface-Aided Massive MIMO Systems with Imperfect CSI, IEEE Transactions on Information Theory, 2022
♣C. Pan, H. Ren, K. Wang, et al., Multicell MIMO Communications Relying on Intelligent Reflecting Surfaces, IEEE Transactions on Wireless Communications, 2020. (ESI hot paper, ESI highly cited paper, popular paper in IEEE TWC)
♣L. Wang, K. Wang, et al, Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing, IEEE Transactions on Cognitive Communications and Networking, 2020. (ESI highly cited paper, Top 4 popular paper in IEEE CCN in many months)
♣J. Neera, X. Chen, N. Aslam, K. Wang, Z. Shu, Private and Utility Enhanced Recommendations with Local Differential Privacy and Gaussian Mixture Model, IEEE Transactions on Knowledge and Data Engineering, 2021
♣Z. Yang, C. Pan, K. Wang and M. Shikh-Bahaei, Energy Efficient Resource Allocation in UAV-Enabled Mobile Edge Computing Networks, IEEE Transactions on Wireless Communications, vol. 18, no. 9, pp. 4576-4589, Sept. 2019. (ESI highly cited paper, popular paper in IEEE TWC)
♣Y. Zhou, C. Pan, P. Yeoh, K. Wang, et al., Secure Communications for UAV-Enabled Mobile Edge Computing Systems, IEEE Transactions on Communications, 2019 (ESI highly cited paper, popular paper in IEEE TCOM)
♣C. Pan, H. Ren, K. Wang, et al., Intelligent Reflecting Surface Aided MIMO Broadcasting for Simultaneous Wireless Information and Power Transfer, IEEE Journal of Selected Areas in Communications, 2020. (ESI hot paper, ESI highly cited paper, popular paper in IEEE JSAC)
♣G. Zhou, C. Pan, H. Ren, K. Wang and A. Nallanathan, Intelligent Reflecting Surface Aided Multigroup Multicast MISO Communication Systems, IEEE Transactions on Signal Processing, 2020. (ESI highly cited paper, Popular paper in IEEE TSP, first paper of IRS in IEEE TSP)
♣S. Hong, C. Pan, H Ren, K. Wang, et al, Robust Transmission Design for Intelligent Reflecting Surface Aided Secure Communication Systems with Imperfect Cascaded CSI, IEEE Transactions on Wireless Communications, 2020. (ESI highly cited paper, popular paper in IEEE TWC)
♣G. Zhou, C. Pan, H. Ren, K. Wang, et al, A Framework of Robust Transmission Design for IRS-aided MISO Communications with Imperfect Cascaded Channels, IEEE Transactions on Signal Processing, 2020. (ESI highly cited paper, popular paper in IEEE TSP)
♣S. Hong, C. Pan, H Ren, K. Wang and A. Nallanathan, Artificial-Noise-Aided Secure MIMO Wireless Communications via Intelligent Reflecting Surface, IEEE Transactions on Communications, 2020. (ESI highly cited paper, popular paper in IEEE TCOM)
♣L. Wang, K. Wang, et al., Joint Trajectory and Passive Beamforming Design for Intelligent Reflecting Surface- Aided UAV Communications: A Deep Reinforcement Learning Approach, IEEE Transactions on Mobile Computing, 2022 (ESI hot paper, ESI highly cited paper in IEEE TMC)
♣P. Huang, Y. Wang, K. Wang, Qingfu Zhang, Combining Lyapunov Optimization with Evolutionary Transfer Optimization for Long-Term Energy Minimization in IRS-Aided Communications, IEEE Transactions on Cybernetics, 2022
♣L. Wang, K. Wang, et al., Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing, IEEE Transactions on Mobile Computing, 2021 (popular paper in TMC)
♣P. Huang, Y. Wang and K. Wang, A Divide-and-Conquer Bilevel Optimization Algorithm for Jointly Pricing Computing Resources and Energy in Wireless Powered MEC, IEEE Transactions on Cybernetics, 2021
♣P. Huang, Y. Wang, K. Wang and Z. Liu, A Bilevel Optimization Approach for Joint Offloading Decision and Resource Allocation in Cooperative Mobile Edge Computing, IEEE Transactions on Cybernetics, 2019
♣Y. Wang, Z. Ru, K. Wang and P. Huang, Joint Deployment and Task Scheduling Optimization for Large-Scale Mobile Users in Multi-UAV-Enabled Mobile Edge Computing, IEEE Transactions on Cybernetics, 2019 (ESI highly cited paper, popular paper)
♣C Pan, H Ren, K. Wang, et al, Reconfigurable Intelligent Surfaces for 6G Systems: Principles, Applications, and Research Directions, IEEE Communications Magazine, 2021 (ESI hot paper, ESI highly cited paper, popular paper in IEEE CM)
♣X. Wang, K. Wang, et al., Dynamic Resource Scheduling in Mobile Edge Cloud with Cloud Radio Access Network, IEEE Transactions on Parallel and Distributed Systems, vol. 29, no. 11, pp. 2429-2445, 2018
♣K. Wang, K. Yang and C. S. Magurawalage, Joint Energy Minimization and Resource Allocation in C-RAN with Mobile Cloud, IEEE Transactions on Cloud Computing, vol. 6, no. 3, pp. 760-770, 1 July-Sept. 2018(popular paper in TCC)
♣X. Yu, X. Huang, K. Wang, F. Shu, and X. Dang, Joint Design of Power Allocation, Beamforming and Positioning for Energy-Efficient UAV-Aided Multiuser Millimeter-Wave Systems, IEEE Journal of Selected Areas in Communications, 2022
♣H. Bi, W. Shang, Y. Chen and K. Wang, Joint optimisation for pedestrian, information and energy flows in emergency response systems with energy harvesting and energy sharing, IEEE Transactions on Intelligent Transportation Systems, 2022 (ESI hot paper, ESI highly cited paper, popular paper)
♣K. Wang, et al, Packet Error Probability and Effective Throughput for Ultra-reliable and Low-latency UAV Communications, IEEE Transactions on Communications, 2020. (Popular paper in IEEE TCOM)
♣Q. Tang, K. Wang, et al., Congestion Balanced Profits Maximization Charging Strategies for Electric Vehicles, IEEE Transactions on Parallel and Distributed Systems, 2020
♣G. Zhou, C. Pan, H. Ren, K. Wang, M .D. Renzo and A. Nallanathan, Robust Beamforming Design for Intelligent Reflecting Surface Aided MISO Communication Systems, IEEE Wireless Communications Letters, 2020. (ESI highly cited paper, popular paper in IEEE WCL)
♣Y. Zhou, C. Pan, P. Yeoh, K. Wang, et al, Communication-and-Computing Latency Minimization for UAVEnabled Virtual Reality Delivery Systems, IEEE Transactions on Communications, 2020
♣X Yu, G Wang, X Huang, K. Wang, et al, Energy Efficient Resource Allocation for Uplink RIS-Aided Millimeter- Wave Networks with NOMA, IEEE Transactions on Mobile Computing, 2022
♣K. Zhi, C. Pan, H. Ren, K. Wang, Power Scaling Law Analysis and Phase Shift Optimization of RIS-aided Massive MIMO Systems with Statistical CSI, IEEE Transactions on Communications, 2022. (Popular paper in IEEE TCOM)
♣G. Zhou, C. Pan, H. Ren, K. Wang and Marco M. Direnzo, Fairness-Oriented Multiple RIS-Aided mmWave Transmission: Stochastic Optimization Methods, IEEE Transactions on Signal Processing, 2022 (Popular paper in IEEE TSP)
♣Y. Pan, K. Wang, C. Pan, H. Zhu and J. Wang, Self-Sustainable Reconfigurable Intelligent Surface Aided Simultaneous Terahertz Information and Power Transfer (STIPT), IEEE Transactions on Wireless Communications, 2022
♣L. Zhang, C. Pan, Y. Wang, H. Ren, K. Wang, Robust beamforming design for intelligent reflecting surface aided cognitive radio systems with imperfect cascaded CSI, IEEE Transactions on Cognitive Communications and Networking, 2021 (Popular paper in IEEE CCN)
♣H. Ren, K. Wang, C. Pan, Intelligent Reflecting Surface-aided URLLC in a Factory Automation Scenario, IEEE Transactions on Communications, 2021. (ESI highly cited paper, popular paper in IEEE TCOM)
♣X. Yu, K. Yu, X. Huang, X. Dang, K. Wang and J. Cai, Computation Efficiency Optimization for RIS-Assisted Millimeter-Wave Mobile Edge Computing Systems, IEEE Transactions on Communications, vol. 70, no. 8, pp. 5528-5542, Aug. 2022
♣ P. Huang, Y. Wang, K. Wang and K. Yang, ”Differential Evolution With a Variable Population Size for Deployment Optimization in a UAV-Assisted IoT Data Collection System,” IEEE Transactions on Emerging Topics in Computational Intelligence, 2019
♣X. Yu, F. Xu, J. Cai, X. Dang, K. Wang, Computation Efficiency Optimization for Millimeter-Wave Mobile Edge Computing Networks with NOMA, IEEE Transactions on Mobile Computing, 2022
♣Y. Pan, C. Pan, K. Wang, et al, Cost Minimization for Cooperative Computation Framework in MEC Networks, IEEE Transactions on Wireless Communications, 2021
♣ M. Asim, Y. Wang, K. Wang, and P. Huang, A Review on Computational Intelligence Techniques in Cloud and Edge Computing, IEEE Transactions on Emerging Topics in Computational Intelligence, 2020 (popular paper in TETCI)