吕江滨本科毕业于浙江大学竺可桢荣誉学院，博士阶段获新加坡国立大学NGS奖学金，博士后留校加入Prof. Zhang Rui (IEEE Fellow) 课题组，参与一项新加坡国防创新研究项目（DIRP）的软硬件平台开发；现为厦门大学信息学院副教授，获认定福建省、厦门市高层次人才（B类），2020-2024连续5年入选全球前2%顶尖科学家榜单（斯坦福大学发布）。研究聚焦“智能立体通信网络”，包括无线电地图、大模型辅助的网络分析与优化、无人机通信、智能反射面等。在本领域顶级期刊与会议上以第一/通讯作者发表论文二十余篇，一作获2020 IEEE通信学会Heinrich Hertz Award (CommLet主编提名，遴选比例1/2802，授予过去三年中IEEE通信快报类期刊最具影响力的论文)，以及新加坡-日本智能无线通信研讨会最佳论文奖。目前谷歌学术引用量超过3400次，单篇最高引用量超过1000次，三篇论文入选ESI高被引论文（计算机科学全球引用量前1%的SCI论文）; 一篇论文入选IEEE通信学会智能反射面专题Best Readings。申请国家发明专利8项，已授权6项。主持国家面上基金（资助率约10%）/青年基金、福建省面上/青年基金、厦门大学校长基金(优青培育)，作为核心成员参与基金委联合基金重点项目、厦门市未来产业重点项目、爱瑞通信系统产学研联合实验室等。担任2021 IEEE/CIC中国国际通信大会（ICCC）Invited Track共同主席，担任中国自动化学会工业物联网技术与应用专委会委员，担任本领域顶级期刊审稿人以及主要国际会议的技术委员会委员。指导一项国家级大创，3项省级大创。指导学生获得厦门大学信息学院优秀本科毕业论文、优秀硕士毕业论文。
学术经历：
2022-今：副教授，厦门大学信息学院
2017-2022：助理教授，厦门大学信息学院
2019.8-2019.9：访问学者，新加坡国立大学
2015-2017：博士后，电气与计算机工程系，新加坡国立大学
2011-2015：博士，通信与网络工程，综合科学与工程学院（NGS），新加坡国立大学
2007-2011：本科，自动化，浙江大学竺可桢荣誉学院
获得荣誉：
2020-2024：入选全球前2%顶尖科学家榜单 (World's Top 2% Scientists) , 斯坦福大学发布
2022：本科毕业论文优秀指导教师
2020：IEEE ComSoc Heinrich Hertz Award for Best Communications Letter & Wireless Communications Letter
2022：厦门市高层次人才（B类）
2019：福建省引进高层次人才（境外B类）
2014：最佳论文奖, Singapore-Japan Int. Workshop on Smart Wireless Communications (SmartCom 2014)
2011-2015：NGS博士研究生奖学金（最高额博士奖学金），新加坡国立大学
2011：竺可桢荣誉证书，优秀毕业生，优秀毕业论文，浙江大学
研究方向：（欢迎感兴趣的大创课题学生、高年级本科生、硕士研究生邮件咨询）
[R1] 大模型辅助的网络分析与优化：
主要研究机器学习方法（包括深度学习，强化学习，分布式学习等）在无线通信网络中的应用。感兴趣者请参阅本人最新论文，例如基于深度强化学习/空间深度学习的无人机空中基站最优部署算法（会议论文C6，期刊论文J18）、基于Transformer架构实现5G MIMO波束RSRP空间预测（神经波束场，见会议论文C15），基于Transformer架构构建信道知识地图（Channel Knowledge Map, CKM）实现密集网络信道统计预测与多用户调度（Neural CKM，见会议论文C14）等。最新的研究方向为结合大模型实现通用的无线网络分析与智能优化，欢迎联系讨论。
[R2] 无线电地图：
主要主要研究利用统计学习、机器学习等方法，以及射线追踪软件仿真、USRP软件无线电硬件实测，采集/存储/拟合无线电信号在具体传播环境中的时空分布，并基于构建的无线电地图大数据库，实现智能化网络部署与资源调度管理。感兴趣者请参阅本人论文C12, C14, C15, J8，J9，J17，J18等。最新的研究方向为基于深度学习/大模型的无线电地图构建/校准/应用。
[R3] 无人机通信：
包括无人机作为空中通信平台去辅助地面通信（UAV-aided terrestrial communication），以及无人机作为空中用户的网联无人机通信 (Network-connected UAV communication)。感兴趣者请参阅本人最新论文以及本领域综述论文：“Accessing From The Sky: A Tutorial on UAV Communications for 5G and Beyond”，https://arxiv.org/abs/1903.05289本人最新的研究方向为无人机辅助的三维场景重构与无线数字孪生。
[R4] 智能反射面（Intelligent Reflecting Surface, IRS）：
传统传统无线通信的信道受环境被动影响，通常随机而不可控。智能反射面通过廉价、小型、密集、可控的反射面，主动控制环境中无线电波的传播，进而强化信号、降低干扰。感兴趣者请参阅本人最新论文以及本领域综述论文：“Towards Smart and Reconfigurable Environment: Intelligent Reflecting Surface Aided Wireless Network”, https://arxiv.org/abs/1905.00152 最新的研究方向为本课题组提出的准静态智能反射面（Quasi-Static IRS），以极低成本实现超大规模智能反射面单元设计与面板拼接，辅以高效的优化算法实现三维成型波束以增强区域覆盖，详见会议论文C13。
科研项目：
[F10] 国家自然科学基金-面上项目（资助率约10%），50万人民币，2026.1-2029.12，主持
[F9] 5G RedCap高精度定位模组研发与产业化，2024厦门市未来产业领域重点科技计划项目，100万，2024.7-2026.6，核心成员
[F8] 近海多域资源融合与空海一体智能组网关键技术研究，国家自然科学基金委-联合基金重点项目，258万，2024.1-2027.12，核心成员
[F7] 厦门大学信息学院-爱瑞通信系统（厦门）有限公司产学研联合实验室，240万，2023.9-2026.9，核心成员
[F6] 5G系统仿真平台，爱瑞科技有限公司委托开发项目，30万元，2022.6-2023.5，核心成员
[F5] 智能反射面赋能下一代移动通信网络：部署与覆盖优化，福建省自然科学基金-面上项目，10万人民币，2023.8-2026.7，主持
[F4] 智能反射面辅助的立体通信网络部署与覆盖优化，厦门大学校长基金（优青培育）, 30万人民币，2022.1-2024.12，主持
[F3] 基于蜂窝系统的无人机空中物联网，厦门大学校长基金（20720190008），35万人民币，2019.1-2021.12，主持
[F2] 移动网络接入的无人机通信系统建模与干扰管理，国家自然科学基金青年项目（61801408），25万人民币，2019.1-2021.12，主持
[F1] Mobile-Backhaul Enhanced Device-to-Device (D2D) Networking for Tactical Communications, Defense Innovative Research Program (DIRP), Singapore, 2015.6-2017.9, Participated, 684,000 SGD.
指导研究生：
2025：硕士生：童鑫，尹思琪
2024：硕士生：郭克强
2023：硕士生：钟宇恒，薛晓婷
2022：硕士生：陈新潼，蒋震宇，王逸凌
2021：硕士生：张杰锋，符东升
2020：硕士生：陈旭，曹荣幽
2019：硕士生：张一帆，凌碧峰
2018：硕士生：李徐竹，邱瑾
2017：硕士生：余丹
发表学术论文（谷歌学术引用量>3400）：
https://scholar.google.com/citations?user=yDmixeYAAAAJ
期刊论文：
[J18] Jiangbin Lyu, Xu Chen(陈旭), Jiefeng Zhang(张杰锋) and Liqun Fu, “Spatial Deep Learning for Site-Specific Movement Optimization of Aerial Base Stations,” in IEEE Transactions on Wireless Communications, vol. 23, no. 7, pp. 7712-7727, July 2024. (SCI期刊，中科院一区，信息学院A类)
[J17] Fahui Wu, Yunfei Gao, Lin Xiao, Dingcheng Yang and Jiangbin Lyu, "Energy Minimization for Federated Learning Based Radio Map Construction," in IEEE Transactions on Machine Learning in Communications and Networking, vol. 2, pp. 1248-1264, 2024.
[J16] Yifan Zhang (学生), Jiangbin Lyu* (通讯作者), and Liqun Fu, "Energy-Efficient Trajectory Design for UAV-Aided Maritime Data Collection in Wind", in IEEE Transactions on Wireless Communications, vol. 21, no. 12, pp. 10871-10886, Dec. 2022. (SCI期刊，中科院一区，信息学院A类)
[J15] 吕江滨，张一帆，邱瑾，付立群. 无人机赋能临海通信系统：机遇与挑战[J]. 厦门大学学报（自然科学版，南强青年学者专栏特邀论文）, 2022, 61(2): 149-162.
[J14] Hongguang Sun, Zelun Zhao, Hu Cheng, Jiangbin Lyu, Xijun Wang, Yan Zhang, Tony Q. S. Quek, "IRS-Assisted RF-powered IoT Networks: System Modeling and Performance Analysis," in IEEE Transactions on Communications, doi: 10.1109/TCOMM.2023.3242377. (SCI期刊，中科院一区)
[J13] Hao Xie, Dingcheng Yang, Lin Xiao and Jiangbin Lyu, "Connectivity-Aware 3D UAV Path Design with Deep Reinforcement Learning," in IEEE Transactions on Vehicular Technology, vol. 70, no. 12, pp. 13022-13034, Dec. 2021. (SCI期刊，二区)
[J12] Jiangbin Lyu, Dan Yu(余丹) and Liqun Fu, "Analysis and Optimization for Large-Scale LoRa Networks: Throughput Fairness and Scalability", in IEEE Internet of Things Journal, vol. 9, no. 12, pp. 9574-9590, Jun. 2022. (SCI期刊，中科院一区)
[J11] Jiangbin Lyu* and Rui Zhang, "Hybrid Active/Passive Wireless Network Aided by Intelligent Reflecting Surface: System Modeling and Performance Analysis", in IEEE Transactions on Wireless Communications, vol. 20, no. 11, pp. 7196-7212, Nov. 2021. (SCI期刊，中科院一区，信息学院A类，IEEE ComSoc Best Readings in Reconfigurable Intelligent Surfaces，谷歌学术引用168次)
[J10] Jiangbin Lyu* and Rui Zhang, "Spatial Throughput Characterization for Intelligent Reflecting Surface Aided Multiuser System", in IEEE Wireless Communications Letters, vol. 9, no. 6, pp. 834-838, Jun. 2020. (SCI期刊，二区，谷歌学术引用134次)
[J9] Jiangbin Lyu* and Rui Zhang, "Network-Connected UAV: 3D System Modeling and Coverage Performance Analysis," in IEEE Internet of Things Journal, vol. 6, no. 4, pp. 7048-7060, Aug. 2019. (SCI期刊，中科院一区)
[J8] Suzhi Bi, Jiangbin Lyu* and Rui Zhang, “Engineering Radio Map for Wireless Resource Management”, in IEEE Wireless Communications, vol. 26, no. 2, pp. 133-141, Apr. 2019. (SCI期刊，中科院一区，谷歌学术引用206次)
[J7] Yong Zeng, Jiangbin Lyu and Rui Zhang, “Cellular-Connected UAV: Potentials, Challenges and Promising Technologies”, in IEEE Wireless Communications, vol. 26, no. 1, pp. 120-127, Feb. 2019. (SCI期刊，中科院一区，ESI高被引论文，谷歌学术引用791次)
[J6] Jiangbin Lyu*, Yong Zeng and Rui Zhang, “UAV-Aided Offloading for Cellular Hotspot,” in IEEE Transactions on Wireless Communications, vol. 17, no. 6, pp. 3988-4001, Jun. 2018. (SCI期刊，中科院一区，信息学院A类，ESI高被引论文，谷歌学术引用387次)
[J5] Jiangbin Lyu*, Yong Zeng, Rui Zhang and Teng Joon Lim, “Placement Optimization of UAV-Mounted Mobile Base Stations,” in IEEE Communications Letters, vol. 21, no. 3, pp. 604-607, Mar. 2017. (SCI期刊，ESI高被引论文，IEEE ComSoc Heinrich Hertz Award，谷歌学术引用1029次)
[J4] Jiangbin Lyu, Yong Zeng and Rui Zhang, “Cyclical Multiple Access in UAV-Aided Communications: A Throughput-Delay Tradeoff,” in IEEE Wireless Communications Letters, vol. 5, no. 6, pp. 600-603, Dec. 2016. (SCI期刊，二区，谷歌学术引用265次)
[J3] Jiangbin Lyu*, Yong Huat Chew and Wai-Choong Wong, “Efficient and Scalable Distributed Autonomous Spatial Aloha Networks via Local Leader Election”, in IEEE Transactions on Vehicular Technology, vol. 65, no. 12, pp. 9954-9967, Dec. 2016. (SCI期刊，二区)
[J2] Jiangbin Lyu*, Yong Huat Chew and Wai-Choong Wong, “A Stackelberg Game Model for Overlay D2D Transmission With Heterogeneous Rate Requirements,” in IEEE Transactions on Vehicular Technology, vol. 65, no. 10, pp. 8461-8475, Oct. 2016. (SCI期刊，二区)
[J1] Jiangbin Lyu, Yong Huat Chew and Wai-Choong Wong, “Aloha Games with Spatial Reuse”, in IEEE Transactions on Wireless Communications, vol. 12, no. 8, pp. 3932-3941, Aug. 2013. (SCI期刊，中科院一区，信息学院A类)
会议论文：
[C15] Keqiang Guo(郭克强), Yuheng Zhong(钟宇恒), Xin Tong(童鑫), Jiangbin Lyu*, and Rui Zhang, "Neural Beam Field for Spatial Beam RSRP Prediction", 2025, arXiv preprint. Available online: https://arxiv.org/abs/2508.06956
[C14] Xintong Chen(陈新潼), Zhenyu Jiang(蒋震宇), Jiangbin Lyu*, and Liqun Fu, "Neural Channel Knowledge Map Assisted Scheduling Optimization of Active IRSs in Multi-User Systems", 2025, arXiv preprint. Available online: https://arxiv.org/abs/2508.07009
[C13] Zhenyu Jiang(蒋震宇), Xintong Chen(陈新潼), Jiangbin Lyu*, Liqun Fu, and Rui Zhang, "Quasi-Static IRS: 3D Shaped Beamforming for Area Coverage Enhancement", to appear in Proc. IEEE GLOBECOM, 2025, Taiwan, China. (通信领域IEEE旗舰会议) Available online: https://arxiv.org/abs/2505.01076
[C12] Yiling Wang(王逸凌), Jiangbin Lyu*, and Liqun Fu, "Fast online movement optimization of aerial base stations based on global connectivity map", to appear in IEEE VTC2025-Fall, 2025, Chengdu, China. Available online: https://arxiv.org/abs/2405.02655
[C11] Rongyou Cao(曹荣幽), Yuheng Zhong(钟宇恒), Jiangbin Lyu*, Deqing Wang and Liqun Fu, "AFDM Channel Estimation in Multi-Scale Multi-Lag Channels", in Proc. IEEE GLOBECOM, 2024, Cape Town, South Africa. (通信领域IEEE旗舰会议)
[C10] Dongsheng Fu(符东升), Xintong Chen(陈新潼), Jiangbin Lyu* and Liqun Fu, "Site-Specific Deployment Optimization of Intelligent Reflecting Surface for Coverage Enhancement", in IEEE VTC2024-Spring, 2024, Singapore.
[C9] Xintong Chen(陈新潼), Jiangbin Lyu* and Liqun Fu, "IRS-Aided Sectorized Base Station Design and 3D Coverage Performance Analysis", in Proc. IEEE/ACM International Symposium on Quality of Service (IWQOS), 2023, Orlando, USA. (CCF-B类会议)
[C8] Bifeng Ling(凌碧烽), Jiangbin Lyu* and Liqun Fu, "Placement Optimization and Power Control in Intelligent Reflecting Surface Aided Multiuser System", in Proc. IEEE GLOBECOM, 2021, Madrid. (通信领域IEEE旗舰会议)
[C7] Yifan Zhang(张一帆), Jiangbin Lyu*, Liqun Fu, "Energy-Efficient Cyclical Trajectory Design for UAV-Aided Maritime Data Collection in Wind", in Proc. IEEE GLOBECOM, 2020, Taiwan. (通信领域IEEE旗舰会议)
[C6] Jin Qiu(邱瑾), Jiangbin Lyu* and Liqun Fu, "Placement Optimization of Aerial Base Stations with Deep Reinforcement Learning", in Proc. IEEE Int. Conf. Communications (ICC), 2020, Dublin. (IEEE ComSoc Student Travel Grant，通信领域IEEE旗舰会议)
[C5] Jiangbin Lyu, Dan Yu(余丹) and Liqun Fu, "Achieving Max-Min Throughput in LoRa Networks", in Proc. Int. Conf. Computing, Networking and Communications (ICNC), 2020, Hawaii.
[C4] Jiangbin Lyu*, Yong Zeng and Rui Zhang, "Spectrum sharing and cyclical multiple access in UAV-aided cellular offloading", in Proc. IEEE GLOBECOM, 2017, Singapore. (通信领域IEEE旗舰会议)
[C3] Jiangbin Lyu*, Yong Huat Chew and Wai-Choong Wong, "Multi-Leader Stackelberg Games in Multi-Channel Spatial Aloha Networks", in Proc. IEEE Vehicular Technology Conf. (VTC2015-Spring), 2015, Glasgow.
[C2] Jiangbin Lyu*, Yong Huat Chew and Wai-Choong Wong, "Efficient and Scalable Distributed Autonomous Spatial Aloha Networks via Local Leader Election", in Singapore-Japan Int. Workshop on Smart Wireless Communications (SmartCom), 2014, Singapore. (最佳论文奖)
[C1] Jiangbin Lyu*, Yong Huat Chew and Wai-Choong Wong, "An Autonomous Pareto Optimality Achieving Algorithm beyond Aloha Games with Spatial Reuse", in Proc. IEEE Personal Indoor and Mobile Radio Communications (PIMRC), 2013, London.
申请专利：
[P8] 吕江滨，蒋震宇，一种基于子阵列激活的准静态智能反射面三维成型波束合成设计方法，中国发明专利，申请日期2025.04.28, 申请号2025105479913.
[P7] 吕江滨，蒋震宇，陈新潼，付立群，岳蕾, 一种基于准静态智能反射面的宽带三维成型波束覆盖设计方法，中国发明专利，申请日期2024.08.28, 申请号202411191858.0.
[P6] 吕江滨，曹荣幽，钟宇恒，王德清，付立群，岳蕾，一种基于匹配追踪类重构算法的OCDM信道估计方法，中国发明专利，申请日期2024.4.11，授权日期2024.6.28，专利号202410432149.0.
[P5] 陈旭（学生），吕江滨，付立群，岳蕾, 一种多无人机空中基站具体环境追踪覆盖方法, 中国发明专利，申请日期2022.2.3, 申请号202310075203.6.
[P4] 吕江滨，陈新潼，张一帆，付立群，岳蕾, 一种基于智能反射面的分区基站设计与立体覆盖方法, 中国发明专利，申请日期2022.8.9, 申请号202210948626.X.
[P3] 李徐竹（学生），吕江滨，付立群，岳蕾, 一种实现LoRa网络吞吐量最大化和公平性的方法，中国发明专利，申请日期2020.8.26，授权日期--，申请号202010871867.X.
[P2] 余丹（学生），吕江滨，付立群，岳蕾, 基于条件概率实现LoRa网关下行特定占空比的方法，中国发明专利，申请日期2019.7.23，授权日期2020.8.6，专利号201910665595.5.
[P1] 余丹（学生），吕江滨，付立群，岳蕾, 一种实现LoRa网络最优吞吐量公平性的方法，中国发明专利，申请日期2019.6.24，授权日期2020.4.20，专利号201910547394.5.
主讲课程：
电路原理
Fundamentals of Network Technology
最优化理论与工程应用（研究生课）
最优化基础（本科生课）
学术兼职：
中国自动化学会工业物联网技术与应用专委会委员
会议主席：Invited Track Co-Chair, IEEE/CIC International Conference on Communications in China (ICCC), 2021
国际期刊审稿人：IEEE Transactions on Wireless Communications, IEEE Transactions on Communications, IEEE Transactions on Vehicular Technology, IEEE Transactions on Mobile Computing, IEEE Internet of Things Journal, IEEE Transactions on Aerospace and Electronic Systems, IEEE Transactions on Industrial Informatics, IEEE Journal on Selected Areas in Communications – Airborne Networks, IEEE Transactions on Green Communications and Networking, IEEE Communications Magazine, IEEE Wireless Communications Magazine, IEEE Communications Letters, IEEE Wireless Communications Letters
国际会议技术委员会委员：IEEE WCNC 2026 (Machine Learning and Optimization for Wireless Networks), IEEE WCNC 2025 (Resource Allocation and Machine Learning), IEEE WCNC 2024 (Resource Allocation and Machine Learning), IEEE GLOBECOM 2023 (Aerial Communications), IEEE ICC 2023 (Aerial Communications), IEEE GLOBECOM 2022 (Aerial Communications), IEEE GLOBECOM 2021 (Aerial Communications), IEEE ICC 2020 (Workshop on UAV Communications), IEEE GLOBECOM 2019, IEEE ICC 2018 (Workshop on UAV Communications), 1st IEEE 5G Word Forum (5G-WF 2018), IEEE GLOBECOM 2017, IEEE Int. Conf. on Communication Systems (IEEE ICCS 2016), Int. Conf. Wireless Communications and Signal Processing (WCSP 2016), IEEE VTS Asia Pacific Wireless Communications Symposium (APWCS 2016)
