同济大学
导师风采
胡淑彦
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个人信息

Personal Information

  • 副教授
  • 导师类别:硕士生导师
  • 性别: 女
  • 学历:博士研究生

联系方式

Contact Information

  • 所属院系:电子与信息工程学院
  • 所属专业: 信息与通信工程
  • 邮箱 : syhu@tongji.edu.cn
  • 工作电话 : -

个人简介

Personal Profile

胡淑彦,获复旦大学理学博士学位(新加坡国立大学联合培养),曾任复旦大学博士后研究员,入选上海市“超级博士后”激励计划。研究兴趣包括机器学习与优化理论,及其在无线通信、空天地一体网络、智能无人系统中的应用。主持国家自然科学基金、中国博士后科学基金项目,共发表相关领域中科院一区或IEEE Transactions论文近20篇,单篇影响因子最高46.7(通信领域最高),谷歌引用千余次。担任IEEE GLOBECOM、ICC、VTC等会议的技术委员会成员。为信通系刘儿兀教授团队成员,团队网站https://ai.tongji.edu.cn


  • 研究方向Research Directions
机器学习与优化理论,及其在无线通信、星地网络、智能无人系统的应用
2. 机电结构优化与控制 研究内容:在对机电结构进行分析和优化的基础上,运用控制理论进行结构参数的调整,使结构性能满足设计要求。1. 仿生结构材料拓扑优化设计, 仿生机械设计 研究内容:以仿生结构为研究对象,运用连续体结构拓扑优化设计理论和方法,对多相仿生结构(机构)材料进行2. 机电结构优化与控制 研究内容:在对机电结构进行分析和优化的基础上,运用控制理论进行结构参数的调整,使结构性能满足设计要求。1. 仿生结构材料拓扑优化设计, 仿生机械设计 研究内容:以仿生结构为研究对象,运用连续体结构拓扑优化设计理论和方法,对多相仿生结构(机构)材料进行整体布局设计。 整体布局设计。
团队展示

为信通系刘儿兀教授团队成员,团队网站https://ai.tongji.edu.cn


科研项目

主持的科研项目:

国家自然科学基金青年项目,智能反射面辅助的无人机通信优化方法研究

中国博士后科学基金面上项目,智能电网驱动的移动边缘计算资源配置研究



研究成果

部分发表论文如下:

  1. 1.Y. Ye, S. Hu, W. Ni and X. Wang, “Trajectory Planning and Transmission Scheduling for UAV-borne RIS Assisted Energy-Efficient Uplink Transmissions,” IEEE Transactions on Intelligent Transportation Systems, vol. 26, no. 10, pp. 17185-17193,  2025.

  2. 2. S. Hu, X. Yuan, W. Ni, X. Wang, E. Hossain and H. Vincent Poor, "Differentially Private Wireless Federated Learning With Integrated Sensing and Communication," IEEE Transactions on Wireless Communications, vol. 24, no. 8, pp. 6690-6704, Aug. 2025, doi: 10.1109/TWC.2025.3555212.

  3. 3. S. Hu, X. Yuan, W. Ni, X. Wang and A. Jamalipour, "Visual-Based Moving Target Tracking With Solar-Powered Fixed-Wing UAV: A New Learning-Based Approach," IEEE Transactions on Intelligent Transportation Systems, vol. 25, no. 8, pp. 9115-9129, Aug. 2024. 

  4. 4. S. Hu, X. Yuan, W. Ni, X. Wang, E. Hossain, and H. V. Poor, “OFDMA-F2L: Federated Learning With Flexible Aggregation Over an OFDMA Air Interface,” IEEE Transactions on Wireless Communications, vol. 23, no. 7, pp. 6793-6807, Jul. 2024.

  5. 5. S. Bi, K. Li, S. Hu, W. Ni, C. Wang and X. Wang, "Detection and Mitigation of Position Spoofing Attacks on Cooperative UAV Swarm Formations," IEEE Transactions on Information Forensics and Security, vol. 19, pp. 1883-1895, 2024. 

  6. 6. S. Hu, X. Yuan, W. Ni, X. Wang and A. Jamalipour, "RIS-Assisted Jamming Rejection and Path Planning for UAV-Borne IoT Platform: A New Deep Reinforcement Learning Framework," IEEE Internet of Things Journal, vol.10, no.22, pp. 20162-20173, Nov. 2023. 

  7. 7. S. Hu, X. Yuan, W. Ni, X. Wang and A. Jamalipour, "Visual Camouflage and Online Trajectory Planning for Unmanned Aerial Vehicle-Based Disguised Video Surveillance: Recent Advances and a Case Study," IEEE Vehicular Technology Magazine, vol. 18, no. 3, pp. 48-57, Sep. 2023. 

  8. 8. X. Yuan, S. Hu, W. Ni, X. Wang and A. Jamalipour, "Deep Reinforcement Learning-Driven Reconfigurable Intelligent Surface-Assisted Radio Surveillance With a Fixed-Wing UAV," IEEE Transactions on Information Forensics and Security, vol. 18, pp. 4546-4560, Jul. 2023. 

  9. 9. X. Yuan, S. Hu, W. Ni, R. Liu and X. Wang, “Joint User, Channel, Modulation-Coding Selection, and RIS Configuration for Jamming Resistance in Multiuser OFDMA Systems,” IEEE Transactions on Communications, vol. 71, no. 3, pp. 1631–1645, Mar. 2023. 

  10. 10. S. Hu, X. Yuan, W. Ni and X. Wang, "Trajectory Planning of Cellular-Connected UAV for Communication-Assisted Radar Sensing," IEEE Transactions on Communications, vol. 70, no. 9, pp. 6385-6396, Sep. 2022. 

  11. 11. S. Hu, W. Ni, X. Wang and A. Jamalipour, "Disguised Tailing and Video Surveillance with Solar-Powered Fixed-Wing Unmanned Aerial Vehicle," IEEE Transactions on Vehicular Technology, vol. 71, no. 5, pp. 5507-5518, May 2022.

  12. 12. S. Hu, X. Chen, W. Ni, E. Hossain and X. Wang, "Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications," IEEE Communications Surveys and Tutorials, vol. 23, no. 3, pp. 1458-1493, 3rd Quart. 2021. 

  13. 13. S. Hu, W. Ni, X. Wang, A. Jamalipour and D. Ta, "Joint Optimization of Trajectory, Propulsion, and Thrust Powers for Covert UAV-on-UAV Video Tracking and Surveillance," IEEE Transactions on Information Forensics and Security, vol. 16, pp. 1959-1972, Jan. 2021. 

  14. 14. S. Hu, Q. Wu and X. Wang, "Energy Management and Trajectory Optimization for UAV-Enabled Legitimate Monitoring Systems," IEEE Transactions on Wireless Communications, vol. 20, no. 1, pp. 142-155, Jan. 2021. 

  15. 15. S. Hu, X. Chen, W. Ni, X. Wang and E. Hossain, "Modeling and Analysis of Energy Harvesting and Smart Grid-Powered Wireless Communication Networks: A Contemporary Survey," IEEE Transactions on Green Communications and Networking, vol. 4, no. 2, pp. 461-496, Jun. 2020. 

  16. 16. S. Hu, C. Xu, X. Wang, Y. Huang, and S. Zhang, “A Stochastic ADMM Approach to Distributed Coordinated Multicell Beamforming for Renewables Powered Wireless Cellular Networks,” IEEE Transactions on Vehicular Technology, vol. 67, no. 9, pp: 8595—8607, Sep. 2018. 

  1. 17. S. Hu, Y. Zhang, X. Wang, and G. B. Giannakis, “Weighted Sum-rate Maximization for MIMO Downlink Systems Powered by Renewables,” IEEE Transactions on Wireless Communications, vol. 15, no. 8, pp: 5615—5625, Aug. 2016. 


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