电子与信息工程学院-王睿导师介绍
王睿
教授
硕，博士生导师
男
电子与信息工程学院
信息与通信工程
通信感知一体化,通信定位一体化,多传感器融合定位,强化学习赋能的无线通信网络优化,无线通信赋能的联邦学习
ruiwang@tongji.edu.cn
同济大学教授，上海自主智能无人系统科学中心教授，博士生导师。国家级青年人才计划获得者，同济大学信息与通信工程系副系主任，上海区块链应用服务工程技术研究中心副主任。获上海交通大学博士学位、加州大学河滨分校联合博士培养、香港中文大学博士后。长期从事联邦学习、强化学习、无线通信感知一体化、智能信号处理等相关的基础性研究工作。主持包括国家自然基金项目（3项）、重点研发项目课题、上海市国际合作项目、上汽基金项目、华为无线通信等项目20余项，发表IEEE TWC，TSP，TCOM等高水平SCI论文 80余篇，授权发明专利23项，英文学术著作3项。担任IEEE Wireless Communications Letters、IET Blockchain等期刊编委。获教育部学术新人奖、上海市技术发明一等奖、上海市科技进步一等奖、教育部技术发明奖一等奖等。入选上海市优秀博士论文、上海市“浦江人才计划”， IEEE ComSoc多媒体通信专委会Outstanding Yong Researcher奖。指导学生获微软国际室内定位技术大赛一等奖、中国“互联网+”大学生创新创业大赛金奖、高校教育精品成果一等奖。
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科研项目
主持包括国家自然基金项目（3项）、重点研发项目课题、上海市国际合作项目、上汽基金项目、华为无线通信等项目20余项。
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研究成果
[1]. Zongtai Li, Rui Wang* and Erwu Liu, “Reinforcement Learning Based Online Algorithm for Near-Field Time-Varying IRS Phase Shift Optimization: System Evolution Perspective,” IEEE Transactions on Signal Processing, vol. 73, pp. 1231-1245, 2025.
[2]. Yuan Zhang, Rui Wang* and Eerwu. Liu, “Cooperative UAVs Placement Optimization for Best Multistatic Time-of-Arrival Localization in 5G Networks,” IEEE Transactions on Wireless Communications, vol. 24, no. 4, pp. 3561-3574, April 2025
[3]. Lignzhi Xia, Rui Wang*, Xiaojun Yuan, Boyu Teng and J. Rodríguez-Piñeiro, “Near-Field Localization for Reconfigurable Intelligent Surface Aided XL-MIMO Systems Harnessing the NLoS Components,” IEEE Transactions on Wireless Communications, doi: 10.1109/TWC.2025.3593316.
[4]. Heju Li, Rui Wang*, Jun Wu, Jianquan Liu and Ying Li, “Efficient Federated Edge Learning with ADMM Over RIS Empowered Wireless Channels,” IEEE Transactions on Cognitive Communications and Networking, doi: 10.1109/TCCN.2025.3578472.
[5]. Heju Li, Rui Wang*, Meng Jiang and Jianquan Liu, “STAR-RIS-Empowered Heterogeneous Federated Edge Learning With Flexible Aggregation,” IEEE Internet of Things Journal, vol. 12, no. 14, pp. 28374-28389, 15 July15, 2025
[6]. Heju Li and Rui Wang*, “Latency Minimization for RIS Empowered Covert Federated Learning,” IEEE Wireless Communications Letters, vol. 14, no. 6, pp. 1791-1795, June 2025
[7]. Jingyi Sun and Rui Wang*, “Fast Monocular Visual-Inertial Odometry With Point-Line Features and Vanishing Point Constraints,” IEEE Sensors Letters, vol. 9, no. 6, pp. 1-4, June 2025.
[8]. Zhongwei Xu, Rui Wang*, et al. “Aquapile-yolo: pioneering underwater pile foundation detection with forward-looking sonar image processing”, Remote Sensing 17.3, 2025.
[9]. Heju Li, Rui Wang*, Jun Wu, Wei zhang and Ismael Soto, “Reconfigurable Intelligent Surface Empowered Federated Edge Learning with Statistical CSI,” IEEE Transactions on Wireless Communications, vol. 23, no. 6, pp. 6595-6608, June 2024.
[10]. Yuan Zhang, Rui Wang*, and Zhe Xing, “A Robust Evolutionary Particle Filter Technique for Integrated Navigation in Urban Environments via GNSS and 5G Signals,” IEEE Transactions on Industrial Informatics, vol. 20, no. 4, pp. 6866-6878, April 2024.
[11]. Zhaocheng Wang, Rui Wang*, Jun Wu, Wei zhang and Chenxi Li, “Dynamic Resource Allocation for Real Time Cloud XR Video Transmission: A Reinforcement Learning Approach,” IEEE Transactions on Cognitive Communications and Networking, vol. 10, no. 3, pp. 996-1010, June 2024.
[12]. Zhe Xing, Rui Wang*, XiaojunYuan, “Reconfigurable Intelligent Surface Aided Physical layer Security Enhancement in Integrated Sensing and Communication Systems,” IEEE Transactions on Vehicular Technology, vol. 73, no. 4, pp. 5179-5196, April 2024.
[13]. Zhe Xing, Rui Wang*, and Xiaojun Yuan, “An Efficient Solution to Phase-Shift Optimization for RIS Enabled Joint Communication and Sensing,” IEEE Transactions on Vehicular Technology, vol. 73, no. 12, pp. 19901-19906, Dec. 2024.
[14]. Yiming Liu, Rui Wang*, and Zhu Han, “Passive Beamforming for Practical RIS-Assisted Communication Systems with Non-Ideal Hardware,” IEEE Transactions on Vehicular Technology, vol. 73, no. 11, pp. 17743-17748, Nov. 2024.
[15]. Yuan Zhang, Rui Wang*, Erwu Liu, Bofeng Li and Haibo Ge, “Asynchronous Time-of Arrival-based 5G Localization: Methods and Optimal Geometry Analysis,” IEEE Internet of Things Journal, vol. 11, no. 20, pp. 33994-34008, 15 Oct.15, 2024.
[16]. Qixin Guo, Liang Yu, Rui Wang*, Yifan Diao, Weikang Jiang and Wancheng Ge, “The electric field DOA estimation of low frequency with small aperture arrays via the sparse Bayesian focusing method,” IEEE Sensors Journal, March. vol. 24, no. 11, pp. 17941-17953, June, 2024.
[17]. Zhe Xing, Rui Wang*, Xiaojun Yuan and Jun Wu, “Location Information Assisted Beamforming Design for Reconfigurable Intelligent Surface Aided Communication Systems,” IEEE Transactions on Wireless Communications, vol. 22, no. 11, pp. 7676-7695, Nov. 2023.
[18]. Heju Li, Rui Wang*, Wei Zhang and Jun Wu, “One Bit Aggregation for Federated Edge Learning with Reconfigurable Intelligent Surface: Analysis and Optimization,” IEEE Transactions on Wireless Communications, vol. 22, no. 2, pp. 872-888, Feb. 2023.
[19]. Rui Wang, Zhe Xing, Erwu Liu and Jun Wu, “Joint Localization and Communication Study for Intelligent Reflecting Surface Aided Wireless Communication System,” IEEE Transactions on Communications, vol. 71, no. 5, pp. 3024-3042, May 2023.
[20]. Zhe Xing, Rui Wang*, and Xiaojun Yuan, “Joint Active and Passive Beamforming Design for Reconfigurable Intelligent Surface Enabled Integrated Sensing and Communication,” IEEE Transactions on Communications, vol. 71, no. 4, pp. 2457-2474, April 2023.
[21]. Jiadi Zhang, Rui Wang*, Jun Wu and Lihua Ai, “Cache-Aided MEC with the Assistance of Intelligent Reflecting Surface,” IEEE Internet of Things Journal, vol. 10, no. 19, pp. 16686-16699, 1 Oct.1, 2023.
[22]. Liang Yu, Qixin Guo, Rui Wang*, et al. “Dynamic Offloading Loading Optimization in distributed Fault Diagnosis system with Deep Reinforcement Learning Approach”, Applied Sciences Basel, 13(7), 2023.
[23]. Yidan Mei, Rui Wang*, Erwu Liu, et al. Multi-User Tracking in Reconfigurable Intelligent Surface Aided Near-Field Wireless Communications System. Applied Sciences, 2023, 14(1): 205.
[24]. Jun Yu, Rui Wang*, Jun Wu “QoS-Driven Resource Optimization for Intelligent Fog Radio Access Network: A Dynamic Power Allocation Perspective ” IEEE Transactions on Cognitive Communications and Networking, July vol. 8, no. 1, pp. 394-407, March 2022.
[25]. Binyu Lu, Rui Wang*, Yiming Liu, “Outage Probability of Intelligent Reflecting Surfaces Assisted Full Duplex Two-way Communications,” IEEE Communications Letters, vol. 26, no. 2, pp. 286-290, Feb. 2022.
[26]. Jiaxuan Wang, Rui Wang*, Xin Zen, “Short-term passenger flow forecasting using CEEMDAN meshed CNN-LSTM-attention model under wireless sensor network,” IET Communications, vol. 8, No. 1, 1253-1263, 2022
[27]. QixinGuo, Liang Yu, Ran Wang, Rui Wang*, Weikang Jiang, “The acoustic inverse problem in the inhomogeneous medium by iterative Bayesian focusing algorithm,” Signal Processing, 98, 2022.
[28]. Zhe Xin, Rui Wang*, Jun Wu, Eerwu Liu “Achievable Rate Analysis and Phase Shift Optimizations on Intelligent Reflecting Surface with Hardware Impairments” IEEE Transactions on Wireless Communications, vol. 20, no. 9, pp. 5514-5530, Sept. 2021.
[29]. Yuqi Han, Lihua Ai, Rui Wang*, et al “Cache Placement Optimization in Mobile Edge Computing Networks with Unaware Environment - An Extended Multi-armed Bandit Approach” IEEE Transactions on Wireless Communications, vol. 20, no. 12, pp. 8119-8133, Dec. 2021.
[30]. Wei Wang, Xinrui Li, Rui Wang*, et al “Robust 3D-Trajectory and Time Switching Optimization for Dual-UAV-Enabled Secure Communications” IEEE Journal on Selected Areas in Communications, vol. 39, no. 11, pp. 3334-3347, Nov. 2021.
[31]. Wenjing Lv, Rui Wang*, Jun Wu,et al. “Joint Design of Beamforming and Edge Caching in Fog Radio Access Networks,” Security and Communication Networks, 2021. DOI:10.1155/2021/1935453.
[32]. Longwei Wang, Chengfei Wang，Yupeng Li, Rui Wang*, et al. “Explaining the Behavior of Neuron Activations in Deep Neural Networks.” Ad Hoc Networks, 111:102346, 2021.
[33]. Yuqi Han, Rui Wang*, Jun Wu, “Random Caching Optimization in Large-scale Cache-Enabled Internet of Things Networks ” IEEE Transactions on Network Science and Engineering, vol. 7, no. 1, pp. 385-397, Jan.-March 2020.
[34]. Rui Wang, Ruyu Li, Erwu Liu and Ping Wang, “Performance Analysis and Optimization of Caching Placement in Heterogeneous Wireless Networks ” IEEE Communications Letters, vol. 23, no. 10, pp. 1883-1887, Oct. 2019.
[35]. Rui Wang, Ruyu Li, Ping Wang, and Erwu Liu, “Analysis and Optimization of Caching in Fog Radio Access Networks ” IEEE Trans. on Vehicular Technology, vol. 68, no. 8, pp. 8279-8283, Aug. 2019.
[36]. Songlin Chen, Rui Wang*, Jun Wu, et al, “Performance Analysis and Beamforming Designs of MIMO AF Relaying with Hardware Impairments,” IEEE Trans. on Vehicular Technology, vol. 67, no. 7, pp. 6229-6243, July 2018.
[37]. Wenjing LV, Rui Wang*, Jun Wu, et al, “Degrees of Freedom of the Circular Multirelay MIMO Interference Channel in IoT Networks,” IEEE Internet of Things Journal, IEEE vol. 5, no. 3, pp. 1957-1966, June 2018.
[38]. Rui Wang, Xiaojun Yuan and Jun Wu, “Degrees of Freedom of MIMO Multipair Two-Way Relay Channel with Delayed Channel State Information,” IEEE Signal Processing Letters, vol. 25, no. 2, pp. 243-247, Nov. 2018.
[39]. Rui Wang, Qian Gao, and Yingbo Hua, “Linear Transceiver Designs for Indoor MIMO Visible Light Communications under Lighting Constraints,” IEEE Trans. on Communications, vol. 65, no. 6, pp. 2494-2508, June 2017.
[40]. Rui Wang, Xiaojun Yuan, and Raymond W. Yeung, “MIMO Multipair Two-Way Relaying with Distributed Relays: Joint Signal Alignment and Interference Neutralization,” IEEE Trans. on Information Theory, vol. 62, no. 3, pp. 1326-1343, March 2016.
[41]. Rui Wang, Hani Mehrpouyan, Meixia Tao and Yingbo Hua, “Channel Estimation, Carrier Recovery, and Data Detection in the Presence of Phase Noise in OFDM Relay Systems,” IEEE Trans. on Wireless Communications, vol. 15, no. 2, pp. 1186-1205, Feb. 2016.
[42]. Rui Wang, Meixia Tao, Hani Mehrpouyan, and Yingbo Hua, “Channel Estimation and Optimal Training Design for Correlated MIMO Two-Way Relay Systems in Colored Environment,” IEEE Trans. on Wireless Communications, vol. 14, no. 5, pp. 2684-2699, May 2015.
[43]. Rui Wang, Xiaojun Yuan, and Meixia Tao, “Degrees of freedom of MIMO multiway relay channel with clustered pairwise exchange,” IEEE J. Sel. Areas Commun., vol. 33, no. 2, pp. 337-351, Feb. 2015.
[44]. Rui Wang and Xiaojun Yuan, “MIMO multiway relaying with pair-wise data exchange: A degrees of freedom perspective,” IEEE Trans. on Signal Processing, vol. 62, no. 20, pp. 5294-5307, Oct. 2014.
[45]. Rui Wang, Erwu Liu and Yuan Liu, “Achievable Degree of Freedom of Cellular Two-Way Relay Networks,” IEEE Trans. on Vehicular Technology, vol. 63, no. 8, pp. 4028-4038, Oct. 2014.
[46]. Rui Wang, Meixia Tao and Yuan Liu, “Optimal Linear Transceiver Designs for Cognitive Two-Way Relay Networks,” IEEE Trans. on Signal Processing, vol. 61, no. 4, pp. 992-1005, Jan 2013.
[47]. Rui Wang, Meixia Tao and Zhengzheng Xiang, “Non-linear Precoding Design for MIMO Two-way Relay Systems,” IEEE Trans. on Vehicular Technology, vol. 61, no. 9, pp. 3984-3995 , Nov. 2012.
[48]. Rui Wang and Meixia Tao , “Joint Source and Relay Precoding Design for MIMO Two-Way Relaying Based on MSE Criterion,” IEEE Trans. on Signal Processing, vol. 60, no. 3, pp. 1352-1365, March 2012.
[49]. Rui Wang, Meixia Tao and Yongwei Huang, “Linear Precoding Designs for Amplifyand-Forward Multiuser Two-Way Relay Systems,” IEEE Trans. on Wireless Communications, vol. 11, no. 12, pp. 4457-4469, Dec. 2012.
[50]. Rui Wang and Meixia Tao, “Blind Spectrum Sensing by Information Theoretic Criteria for Cognitive Radios,” IEEE Trans. on Vehicular Technology, vol. 59, no. 8, pp. 3806-3817, Oct. 2010.
[51]. Y. Liu, Rui Wang, and Z. Han, “Interference-constrained pricing for D2D networks”IEEE Transactions on Wireless Communications, vol. 16, no. 1, pp. 475-486, Jan. 2017.
[52]. Qian Gao, Rui Wang, Zhengyuan Xu and Yingbo Hua, “DC-Informative Joint Color-Frequency Modulation for Visible Light Communications,” IEEE Journal of Lightwave Technology, Vol. 33, no. 11, pp. 2181 - 2188, March 2015.
[53]. Ali Cirik, Rui Wang, Yingbo Hua and Matti Latva-aho, “Weighted-Sum-Rate Maximization for Full-Duplex MIMO Interference Channels,” IEEE Trans. on Communications, vol.63, no.3, pp.801-815, March 2015.
[54]. Ali Cirik, Rui Wang, Yue Rong and Yingbo Hua, “MSE Based Transceiver Designs for Full-Duplex MIMO Cognitive Radios, ” IEEE Trans. on Communications, vol.63, no.6, pp.2056-2070, June 2015.
[55]. Meixia Tao and Rui Wang, “Linear precoding for multi-pair two-way MIMO relay systems with max-min fairness,” IEEE Trans. on Signal Processing, vol. 60, no. 10, pp. 5361-5370, Oct. 2012.
[56]. Meixia Tao and Rui Wang, “Robust Relay Beamforming for Two-Way Relay Networks,”IEEE Communications Letters, vol. 7, no. 16, pp. 1052-1055, July 2012.
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学校介绍
同济大学是国家教育部直属重点大学，也是首批被批准成立研究生院、并被列为国家“ 211 工程”和“面向 21 世纪教育振兴行动计划”(985 工程)与上海市重点建设的高水平研究型大学之一。同济大学创建于 1907 年，现已成为拥有理、工、医、文、法、经(济)、管(理)、哲、教(育)9 大门类的研究型、综合性、多功能的现代大学。
同济大学现设有各类专业学院 22 个，还建有继续教育学院、 职业技术教育学院等，设有经中德政府批准合作培养硕士研究生的中德学院、中德工程学院，与法国巴黎高科大学集团合作举办的中法工程和管理学院等。目前学校共有 81 个本科专业、 140 个硕士点、 7 个硕士专业学位授权点、博士授权点 58 个、 13 个博士后流动站，学校拥有国家级重点学校 10 个。各类学生 5 万多人，教学科研人员 4200 多人，其中有中科院院士 6 人、工程院院士 7 人，具有各类高级职称者 1900 多人，拥有长江学者特聘教授岗位 22 个。作为国家重要的科研中心之一，学校设有国家、省部级重点实验室和工程研究中心等国家科研基地 16 个。学校还设有附属医院和 2 所附属学校。
近年来同济大学正在探索并逐步形成有自己特色的现代教育思想和办学理念。以本科教育为立校之本，以研究生教育为强校之路。确立“知识、能力、人格”三位一体的全面素质教育和复合型人才培养模式。坚持“人才培养、科学研究、社会服务、国际交往”四大办学功能协调发展，努力强化服务社会的功能，实现大学功能中心化。以国家科技发展战略和地区经济重点需求为指针，促进传统学科高新化、新兴学科强势化、学科交叉集约化。与产业链紧密结合，形成优势学科和相对弱势学科互融共进的学科链和学科群，构建综合性大学的学科体系，其中桥梁工程、海洋地质、城市规划、结构工程、道路交通、车辆工程、环境工程等学科在全国居领先地位。在为国家经济建设和社会发展做贡献的过程中，争取更多的“单项冠军”，提升学校的学术地位和社会声誉。学校正努力建设文理交融、医工结合、科技教育与人文教育协调发展的综合性、研究型、国际知名高水平大学。
同济大学已建成的校园占地面积 3700 多亩，分五个校区，四平路校区位于上海市四平路，沪西校区位于上海市真南路，沪北校区位于上海市共和新路，沪东校区位于上海市武东路。正在建设中的嘉定校区位于安亭上海国际汽车城内。
同济大学研究生院简介
同济大学一贯重视研究生教育，早在 20 世纪 50 年代初即在部分专业招收培养研究生。 1978 年学校恢复招收硕士研究生， 1981 年起招收博士研究生，同年被国务院学位委员会批准为首批有权授予博士、硕士学位的单位。 1986 年经国务院批准试办研究生院， 1996 年经评估正式成立研究生院，成为我国培养高层次专门人才的重要基地之一。同济大学现有一级学科博士学位授权点 12 个，二级学科博士学位授权点 68 个(含自主设置 10 个二级学科博士点)，硕士学位授权点 147 个(含自主设置 7 个二级学科硕士点)，分属哲学、经济学、法学、教育学、文学、理学、工学、医学、管理学等 9 个学科门类。其中土木工程、建筑学、交通运输工程、海洋科学、环境科学与工程、力学、材料科学与工程等学科处在全国优势和领先地位，机电、管理、理学等学科近年有了长足进展。我校还设有 13 个博士后科研流动站。近些年来，为了适应我国经济建设和社会发展的需要，学校还十分注重培养不同类型、多个层次、多种规格的高层次专门人才。学校既设科学学位，又设工商管理、行政管理、建筑学、临床医学、工程硕士(含 21 个工程领域)、口腔医学等多种专业学位；既培养学术型、研究型研究生，又培养应用型、复合型专业学位研究生；既有在校全日制攻读学位模式，又有在职人员攻读专业硕士学位或以同等学力申请硕士学位、中职教师在职攻读硕士学位、高校教师在职攻读硕士学位模式。此外，还面向社会举办多种专业研究生课程进修班等，充分发挥了我校学科优势和特色，由此形成了多渠道、多规格、多层次的办学模式，取得了良好的社会效益。
同济大学研究生院是校长领导下具有相对独立职能的研究生教学和行政管理机构，下设招生办公室、管理处、培养处、学位办公室、学科建设办公室和行政办公室。同时，学校党委还专门设立了研究生工作部。学校设有校学位评定委员会，各学院有学位评定分委员会，并设立了各学科、专业委员会，配有学位管理工作秘书、教务员、班主任、研究生教学秘书等教辅人员。研究生院曾多次被评为全国和上海市学位与研究生教育管理工作先进集体。
二十多年来，同济大学始终把全面提高培养质量作为研究生教育改革的指导思想，在严格质量管理方面采取了一系列切实有效的措施，取得了较好效果。在连续多年全国百篇优秀博士学位论文评选中，有 7 篇入选。同济大学为国家培养了一大批高素质的高级专门人才，至今已授予博士学位 1311 人，硕士学位近 9504 人，其中有相当一部分已成为我国社会主义现代化建设的重要骨干力量。至 2004 年 9 月，在校博士、硕士研究生约达 11000 多人，专业学位硕士生约 2700 人。根据本校研究生教育发展规划， 2006 年计划招收博士生、硕士生(含专业学位研究生)超过 4000 名。同济大学正在为我国经济建设和社会发展输送高层次人才做出更大的贡献。
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同济大学硕士研究生学费及奖助政策
收费和奖励
1) 按照国务院常务会议精神，从 2014 年秋季学期起，向所有纳入国家招生计划的新入学研究生收取学费。其中：工程管理硕士(125600)、MBA[微博](125100)、MPA(125200)、法律硕士(非法学)(035101)、软件工程领域工程硕士(085212)、金融硕士(025100)、会计硕士(125300)、翻译硕士(055101、055109)、护理硕士(105400)、教育硕士(045100)、汉语国际教育硕士(045300)、人文学院(210)的艺术硕士(135108)专业学位研究生的学费标准另行公布，其它硕士研究生学费不超过 8000 元/学年。
2) 对非定向就业学术型研究生和非定向就业专业学位硕士研究生，同济大学有完善的奖励体系(工程管理硕士(125600)、MBA(125100)、MPA(125200)、法律硕士(非法学)(035101)、软件工程硕士(085212)、金融硕士(025100)、会计硕士(125300)、翻译硕士(055101、055109)、护理硕士(105400)、教育硕士(045100)、汉语国际教育硕士(045300)、人文学院(210)的艺术硕士(135108)的奖励由培养单位另行制订)。对亍纳入奖励体系的非定向就业学术型硕士生和非定向就业专业学位硕士生在入学时全部都可以获得 8000 元/学年的全额学业奖学金，该奖学金用以抵充学费。对纳入奖励体系的硕士研究生还可获得不少亍 600 元/月的励学金，每年发放10 个月。另外，纳入奖励体系的非定向就业研究生都可以申请励教和励管的岗位，获得额外的资励。所有非定向就业硕士研究生在学期间纳入上海市城镇居民基本医疗保险，可申请办理国家励学贷款，可参加有关专项奖学金评定。
3)工商管理硕士在职班、金融硕士在职班、公共管理硕士、工程管理硕士、会计硕士、护理硕士、教育硕士、汉语国际教育硕士、人文学院的艺术硕士采取在职学习方式，考生录取后，人事关系不人事档案不转入学校，在读期间不参加上海市大学生医疗保障，学校不安排住宿，毕业时不纳入就业计划。
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