从事无线网络管理方面研究工作,聚焦去中心化边缘网络资源管理、工业蜂窝网络技术演进及应用等方向,以负责人承担国家重点研发计划课题1项、国家自然科学基金青年基金1项,国家重点研发计划任务1项、省部级项目2项、企业项目10余项,参与其它国家级、省部级项目7项,发表SCI、EI、中文核心等论文90余篇,其中以第一作者/通信作者在IEEE Communications Magazine、IEEE Network、IEEE Transactions on Computers、IEEE Transactions on Broadcasting、IEEE Transactions on Communications等高水平期刊(中科院1/2区及IEEE Trans汇刊)上发表论文25篇,已授权发明专利30余项,发布通信行业标准5项(第一起草人1项)、发表专著5本,牵头获得电子学会二等奖1项,参与获得省部级科学技术奖励3项。
在研主要项目如下:
国家重点研发计划课题,“5G URLLC 增强适配关键技术研究”,课题负责人
国家自然科学基金,“覆盖受限条件下工业蜂窝网络确定性低时延保障机制”,项目负责人
国家重点研发计划课题,“融合5G 的数字电网高安全高可靠通信技术研究与应用”,任务负责人
工信部工业互联网创新工程,“工业互联网企业内5G网络化改造及推广服务平台”,任务负责人
北京市自然科学基金-海淀原始创新联合基金重点项目,“面向工业互联应用的5G网络关键技术研究”,课题负责人
济南市科技发展计划,“支持宽带与物联的5G边缘计算网关与业务平台研制”,课题负责人
企业项目,“融合5G通信的电力业务安全接入及敏捷管控技术研究”,项目负责人
企业项目,“融合5G的电力业务仿真测试技术研究与应用”,项目负责人
企业项目,“电力无线专网演进及4G、5G技术应用分析”,项目负责人
企业项目,“基于区块链的电力物联网数据可信共享平台研发”,项目负责人
企业项目,“营销业务物联网安全适配性承载技术咨询”,项目负责人
企业项目,“面向6G的分布式网络架构研究及知识图谱构建” ,项目主研人
企业项目,“算网一体融合架构和泛在计算动态调度关键技术研究“,项目主研人
主要代表性成果如下:
Lei Feng, Pan Zhao, Fanqing Zhou, et al. “Resource Allocation for 5G D2D Multicast Content Sharing in Social-Aware Cellular Networks.” IEEE Communications Magazine, 2018. (中科院1区,DOI:10.1109/MCOM.2018.1700667)
Lei Feng*, Zhixiang Yang, Yang Yang, et.al., “Smart Mode Selection Using Online Reinforcement Learning for VR Broadband Broadcasting in D2D Assisted 5G HetNets.”, IEEE Transactions on Broadcasting, 2020. (中科院1区,DOI:10.1109/TBC.2020.2977577)
Lei Feng, Jinlong. Chai, Fanqin Zhou and Wenjing Li, "Energy-Efficient Joint Optimization of Channel Assignment, Power Allocation, and Relay Selection based on Hyper-graph for Uplink mMTC Networks," IEEE Transactions on Green Communications and Networking, 2020, (中科院2区,DOI: 10.1109/TGCN.2020. 3043019)
Lei Feng, Zhixiang Yang, Shaoyong Guo, et.al.,"Two-Layered Blockchain Architecture for Federated Learning over Mobile Edge Network," IEEE Network, 2022. (中科院1区,DOI: 10.1109/MNET.011.2000339)
Lei Feng, Yu Zhou, Tang Liu, et.al., "Energy-efficient offloading for mission-critical IoT services using EVT-embedded intelligent learning," IEEE Transactions on Green Communications and Networking, 2021. (中科院2区,DOI: 10.1109/TGCN.2021.3072140)
Lei Feng, Yiqi Zhao,Shaoyong Guo, et.al., "BAFL: A Blockchain-based Asynchronous Federated Learning Framework," IEEE Transactions on Computers, 2022. (中科院2区/CCF A类,DOI: 10.1109/TC.2021.3072033)
Fanqin Zhou, Lei Feng, Peng Yu, et.al., “DRL-based Low-Latency Content Delivery for 6G Massive Vehicular IoT,” IEEE Internet of Things Journal,2021. (中科院1区,DOI: 10.1109/JIOT.2021.3064874)
Fanqin Zhou, Peng Yu, Lei Feng, et.al., “Automatic Network Slicing for IoT in Smart City,” IEEE Wireless Communications, 2020. (中科院1区,DOI: 10.1109/MWC.001.2000069)
K. Xie(指导学生) L. Feng*, Y. Yang and F. Zhou, "Intelligent Reflecting Surface Aided Wireless Clock Synchronization for Indoor Substation," IEEE Transactions on Smart Grid, 2024 (中科院1区,doi: 10.1109/TSG.2023.3297730)
Y. Yang(指导学生), L. Feng*, Y. Li, et al., "Decentralized Cooperative Caching and Offloading for Virtual Reality Task Based on GAN-Powered Multi-Agent Reinforcement Learning," IEEE Transactions on Services Computing, 2024. (中科院2区/CCF A类,doi: 10.1109/ TSC.2023.3347741)
Y. Zhou(指导学生), L. Feng*, X. Jiang, et.al., "Predictable Wireless Networked Scheduling for Bridging Hybrid Time-Sensitive and Real-Time Services," IEEE Transactions on Communications, 2024. (中科院2区,doi: 10.1109/TCOMM. 2024.3359098)
Y. Yang(指导学生), L. Feng*, Y. Sun, et al., "Multi-cluster Cooperative Offloading for VR Task: A MARL Approach with Graph Embedding," IEEE Transactions on Mobile Computing, 2024. (中科院2区/CCF A类,doi: 10.1109/TMC.2024.3354056)
L. Xia, Y. Sun*, D. Niyato, D. Feng, L. Feng and M. A. Imran, "xURLLC-Aware Service Provisioning in Vehicular Networks: A Semantic Communication Perspective," IEEE Transactions on Wireless Communications, 2023.(中科院1区/CCF A类,doi: 10.1109/ TWC.2023.3319442)
P. Yu*, J. Zhang; H. Fang; W. Li; L. Feng*, et al., "Digital Twin Driven Service Self-Healing With Graph Neural Networks in 6G Edge Networks," IEEE Journal on Selected Areas in Communications, 2023. (中科院1区,doi: 10.1109/JSAC. 2023.3310063)
Z. Yang(指导学生), L. Feng*, F. Zhou, et al., "Ergodic Capacity Analysis of IRS Aided Wireless-Powered Relay Communication Network," IEEE Transactions on Cognitive Communications and Networking, 2023. (中科院1区,doi:10.1109/TCCN. 2023.3280951)
Y. Yang(指导学生), L. Feng*,X. Que, et al., "Energy- and Quality-Aware Task Offloading for WebVR Service in Terminal-Aided Mobile Edge Network," IEEE Transactions on Vehicular Technology, 2022.(中科院2区, doi: 10.1109/TVT.2022. 3173709)
F. Zhou, L. Feng*, M. Kadoch, et al., "Multiagent RL Aided Task Offloading and Resource Management in Wi-Fi 6 and 5G Coexisting Industrial Wireless Environment," IEEE Transactions on Industrial Informatics, 2022. (中科院1区,doi: 10.1109/TII.2021.3106973)
行业标准,李文璟,喻鹏,丰雷等,无线接入网自组织网络(SON)管理技术要求,YDT 3136-2016
行业标准,李文璟,历明,周凡钦,丰雷等,面向物联网的蜂窝窄带接入(NB-loT)网络管理技术要求,YD/T 3725-2020
行业标准,丰雷,李文璟、章玥、张丽等,5G 网络切片服务等级协议(SLA)保障技术要求——电力网络切片YD/T 4342-2023
北京邮电大学  博士  博士学位
北京邮电大学  大学本科(简称“大学”)  学士学位
北京邮电大学 计算机学院 副教授
北京邮电大学 网络技术研究院 讲师
北京邮电大学 网络技术研究院 博士后
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