李冰 博士
助理教授,硕士生导师
办公地点:济事楼507
Email: lizi@tongji.edu.cn
研究方向
无人机、智慧交通、低空经济、网联智能
个人简介
李冰,2015年本科毕业于电子科技大学,2021年博士毕业于威廉希尔WilliamHill足球、获工学博士学位,现任威廉希尔WilliamHill助理教授,上海市“晨光学者”。主要研究方向包括无人机、低空经济、智慧交通等领域,相关研究成果发表中科院一区、CCF-A等高水平期刊和会议论文20余篇,合作撰写中文学术专著1本(“十四五”国家重点出版物)、中文译著1本,作为主要起草人参与撰写并发布网联多智能体协同行业标准1项、团体标准2项。主持在研国家自然科学基金青年科学基金、上海市自然科学基金面上项目、上海市“晨光计划”项目、教育部产学合作协同育人项目等国家级和省部级项目4项,此外,作为项目骨干参与国家重点研发计划项目、国家自然科学基金重点项目等项目10余项。目前担任中国自动化学会网联智能专委会委员,以及IEEE TWC、IEEE TVT、IEEE TII等多个国际权威期刊/会议审稿人。
教育背景与工作经历
n 2021/10至今,威廉希尔WilliamHill,助理教授
n 2015/09 - 2021/05,威廉希尔WilliamHill足球,计算机科学与技术,博士
n 2011/09 - 2015/06,电子科技大学,电子信息工程,学士
课程教学/实践育人
n 主讲课程:
1)离散数学
2)人工智能导论
3)专业方向综合项目(实践类必修课)
n 教学研究项目:教育部-Intel产学合作协同育人项目
n 2022年威廉希尔WilliamHill优秀班主任
代表性成果
n 期刊论文
² Z. Wei, Bing Li, et al., “TBOMC: A Task-Block-Based Overlapping Matching-Coalition Scheme for Task Offloading in Vehicular Fog Computing,” IEEE Internet of Things Journal, vol. 10, no. 17, pp. 15209-15222, Sept. 2023.(中科院一区)
² Bing Li, S. Zhao, R. Zhang and L. Yang, “Joint Transmit Power and Trajectory Optimization for Two-Way Multihop UAV Relaying Networks,” IEEE Internet of Things Journal, vol. 9, no. 23, pp. 24417-24428, Dec. 2022.(中科院一区)
² Z. Wei, Bing Li, R. Zhang and X. Cheng, “Contract-Based Charging Protocol for Electric Vehicles with Vehicular Fog Computing: An Integrated Charging and Computing Perspective,” IEEE Internet of Things Journal, vol. 10, no. 9, pp. 7667-7680, May 2023.(中科院一区)
² Z. Wei, Bing Li, et al., “OCVC: An Overlapping-Enabled Cooperative Vehicular Fog Computing Protocol,” IEEE Transactions on Mobile Computing, vol. 22, no. 12, pp. 7406-7419, Dec. 2023.(CCF-A)
² Z. Wei, Bing Li, et al., “Many-to-Many Task Offloading in Vehicular Fog Computing: A Multi-Agent Deep Reinforcement Learning Approach,” IEEE Transactions on Mobile Computing, 2023.(CCF-A)
² Bing Li, S. Zhao, R. Zhang, L. Yang, “Full-Duplex UAV Relaying for Multiple User Pairs,” IEEE Internet of Things Journal, vol. 8, no. 6, pp. 4657-4667, Mar. 2021.(中科院一区)
² Bing Li, S. Zhao, R. Miao R. Zhang, “A Survey on UAV Relaying Networks,” IET Communications, vol. 15, no. 10, pp.1262-1272, Jun. 2021.(期刊年度下载量前10,获Wiley威立中国开放科学2022年度作者奖)
² Y. Feng, Bing Li*, Q. Zheng, et al., “Electromagnetic situation analysis and judgment based on deep learning,” IET Communications, vol. 15, no. 11, pp. 1455-1466, Mar. 2021.
² Bing Li, S. Zhao, R. Zhang, Q. Shi and K. Yang, “Anomaly Detection for Cellular Networks Using Big Data Analytics,” IET Communications, vol. 13, no. 20, pp. 3351-3359, Dec. 2019.
n 会议论文
² X. Guo, Bing Li, et al., “Joint Uplink ana Downlink NOMA for UAV Relaying Network with Multi-pair Users,” in Proc. IEEE Global Communications Conference (GLOBECOM), Kuala Lumpur, Malaysia, 2023.
² Z. Wei, Bing Li, R. Zhang and X. Cheng, “A Contract-Based Computing-Charging Protocol for Electric Vehicles with Vehicular Fog Computing,” in Proc. IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, 2022.
² Z. Wei, Bing Li, et al., “Dynamic Many-to-Many Task Offloading in Vehicular Fog Computing: A Multi-Agent DRL Approach,” in Proc. IEEE Global Communications Conference (GLOBECOM), Rio de Janeiro, Brazil, 2022.
² Bing Li, R. Zhang and L. Yang, “Joint User Scheduling and UAV Trajectory Optimization for Full-Duplex UAV Relaying,” in Proc. IEEE International Conference on Communications (ICC), Montreal, QC, Canada, 2021.
² Bing Li, R. Zhang and L. Yang, “Joint User Grouping and Power Allocation for NOMA-Based UAV Relaying Networks,” in Proc. IEEE International Conference on Communications (ICC), Montreal, QC, Canada, 2021.
² Bing Li, S. Zhao, et al., “Joint Transmit Power and Trajectory Optimization for Two-Way Multi-Hop UAV Relaying Networks,” in Proc. IEEE International Conference on Communications (ICC), Dublin, Ireland, 2020.
n 学术专著
² 《智能网联赋能多车协同》,机械工业出版社,2023
² 《智能电网与大数据分析——随机矩阵理论方法》,电子工业出版社,2021
n 参与标准
² 行业标准 “面向智慧物流的AGV协同智能体系架构”,中国通信标准化协会(CCSA),联合起草人
² 团体标准 “面向中低速移动智能体协同的应用场景和需求”,中国人工智能产业联盟(AIIA),联合起草人
² 团体标准 “面向多智能体协同的大连接高带宽网络应用规范”,中关村数智人工智能产业联盟,联合起草人