刘鹏

计算机科学与技术

物联网、车联网、边缘计算、人工智能等

刘鹏博士,杭电钱塘学者教授,博士生导师,英国Leverhulme访问研究员,入选浙江省海外高层次留学人才,研究方向为工业互联网、边缘计算、车联网、物联网等;担任CCF互联网专委会执行委员、CCF物联网专委会执行委员、中国自动化学会混合智能专委会委员、IEEE Communications and Information Security Technical Committee委员。在IEEE Internet of Things JournalIEEE Transactions on Vehicular TechnologyJournal of Network and Computer Applications等国外重要期刊与IEEE ICCIEEE WCNC等重要会议上发表论文40多篇(其中第一或者通信作者SCI 16篇,CCF推荐会议10篇),授权发明专利2项,主持及完成国家自然科学基金3项,参与国家自然科学基金3项,其他省部级项目8项。

国家首批一流本科课程核心教师、国家级精品课程课程组成员、省级优秀研究生课程建设负责人、省级虚拟仿真实验教学项目负责人、省级教育科学规划项目负责人、教育部第二批产学合作协同育人项目负责人。指导的卓越学院学生获得第十三届“恩智浦”智能车大赛浙江省一等奖,浙江省电子设计竞赛二等奖指导教师,2019小挑校决赛队伍指导教师优秀毕业设计指导教师,第七届青年教师教学技能竞赛二等奖,校级优秀班级班主任。

                                                

代表性论文

  • Peng Liu, Yifan Zhang, Huifeng Wu, and Tingting Fu. Optimization of Edge-PLC based Fault Diagnosis with Random Forest in Industrial Internet of Things. IEEE Internet of Things Journal, Vol.7, No.10, pp. 9664-9674, 2020. 中科院一区top期刊

     

    Peng Liu, Biao Xu, Guojun Dai, Zhen Jiang, Jie Wu. MDP: Minimum Delay Hot-spot Parking. Journal of Network and Computer Applications, Vol.87, No.1, pp. 210-222, 2017. 中科院一区top期刊

     

    Peng Liu, Chaoyu Wang, Jia Hu, Tingting Fu, Nan Cheng, Ning Zhang and Xuemin Shen. Joint Route Selection and Charging Discharging Scheduling of EVs in V2G Energy Network. IEEE Transactions on Vehicular Technology, Vol.69, No.10, pp. 10630-10641, 2020. 中科院二区top期刊

     

    Peng Liu, Yifan Zhang, Tingting Fu*, and Jia Hu. Intelligent Mobile Edge Caching for Popular Contents in Vehicular Cloud Toward 6G. IEEE Transactions on Vehicular Technology, Vol.70, No.6, pp. 5265-5274, 2021. 中科院二区top期刊 

     

    Peng Liu, Zhe Liu, Ning Zhang, Fei Lin*. Cooperative Game-based Charging-Discharging Efficiency Optimization of Electric Vehicles in 6G-enabled V2G. IEEE Transactions on Green Communications and Networking, Vol.7, No.2, pp. 1078-1089, 2023. 中科院三区

     

    Peng Liu, Longfei Jiang, Huaming Lin*, Jia Hu, Sahil Garg, Mubarak Alrashoud. Federated Multimodal Learning for Privacy-Preserving Driver Break Recommendations in Consumer Electronics. IEEE Transactions on Consumer Electronics, accepted, 2023. 中科院二区

     

    Peng Liu, K. Liu, Tingting Fu, Y. Zhang, J. Hu. A Privacy-preserving Resource Trading Scheme for Cloud Manufacturing with Edge-PLCs in IIoT. Journal of Systems Architecture, Vol. 117, pp. 102104, 2021. 中科院CCF B类推荐期刊

     

    Peng Liu, Han He, Tingting Fu, Huijuan Lu, Abdulhameed Alelaiwi, et al. Task Offloading Optimization of Cruising UAV with Fixed Trajectory. Computer Networks, Vol. 199, pp. 108397, 2021. 中科院三区,CCF B类推荐期刊

     

    Peng Liu, Zifu Wu, Hangguan Shan, Fei Lin*, Qi Wang, Qingshan Wang. Task Offloading optimization for AGVs with Fixed routes in Industrial IoT Environment. China Communications,  Vol. 20, No. 5, pp. 302-314, 2023. 中科院三区

     

    Peng Liu, Zhe Liu, Ji Wang, Zifu Wu, Peng Li, and Huijuan Lu. Reinforcement learning empowered multi-AGV offloading scheduling in edge-cloud IIoT. Journal of Cloud Computing, Vol. 11:78, 14 pages, 2022. 中科院

     

    Zhitao Guan, Xiao Zhou, Peng Liu*(通讯作者), and Longfei Wu. Blockchain-based Privacy-preserving Multi-party Data Analytics for Edge-enabled Smart Grid. IEEE Internet of Things Journal, Vol.9, No.16, pp. 14287-14299, 2022. 中科院一区top期刊 

     

    Peng Liu, Yue Ding, Tingting Fu*. Optimal ThrowBoxes assignment for big data multicast in VDTNs. Wireless Networks, Vol.28, No.3, pp. 1229-1239, 2022. 中科院三区CCF C推荐期刊ESI高被引论文

     

    Yidan Cao, Qingshan Wang*, and Qi Wang, Peng Liu. Can Same-Right-and-Different-Left Gestures Be Recognized with Only Right-Hand Signals? ACM Transactions on Asian and Low-Resource Language Information Processing, accepted, 2023. 中科院

     

    Mengyao Peng, Jia Hu, Hui Lin, Xiaoding Wang, Peng Liu, Kapal Dev, Sander Ali Khuwaja, and Nawab Muhammad Faseeh Qureshi. Spatiotemporal Prediction based Intelligent Task Allocation for Secure Spatial Crowdsourcing in Industrial IoT. IEEE Transactions on Network Science and Engineering, Vol.10, No.5, pp. 2853-2863, 2023中科院一区top期刊

     

    Hongping Wu, Yi Yan, Danfeng Sun, Huifeng Wu, and Peng Liu. Multi Buffers Multi Objects Optimal Matching Scheme for Edge Devices in IIoT. IEEE Internet of Things Journal, Vol.8, No.14, pp. 11514-11525, 2021.中科院一区top期刊