科研项目
个人主持国家级、省部级、企事业横向合作等科研项目20余项,部分项目如下:
1.纵向课题,基于因果分析的无人机智能决策算法优化机理,2025.07-2028.06,50万
2.纵向课题,大数据驱动的资源调度与内容分发控制系统,2019.01-2023.12,100万
3.纵向课题,面向边缘智能的资源管控与优化技术研究,2019.11-2023.08,50万
4.横向课题,XXX车电一体化网络管理与控制研究,2023.07-2025.12,99万
5.横向课题,ZZ管理系统原型及任务流程软件开发,2024.09-2025.12,48万
科研论文
已在国内外学术期刊与会议发表SCI/EI论文80多篇,授权14项国家发明专利,与国内通信领域权威专家联合刊出专著1本。参加国际学术会议期间,1次担任Keynote Speaker、5次担任Invited Speaker、4次荣获Best Paper Prize。代表性论文如下:
1.通信作者. Joint Content Caching and Request Routing for User-Centric Many-Objective Metaverse Services, IEEE Transactions on Network Science and Engineering, 2025, 12(3): 1911-1925.(中科院二区,IF:7.9)
2.第一作者.Joint Task Offloading and Content Caching for NOMA-Aided Cloud-Edge-Terminal Cooperation Networks, IEEE Transactions on Wireless Communications, 2024, 23(10): 15586-15600.(中科院一区,IF:10.7)
3.通信作者. Joint Physical and Network Layers Design for STARS-Assisted Multi-Cellular Edge Caching, IEEE Transactions on Wireless Communications, 2024, 23(11): 17446-17460.(中科院一区,IF:10.7)
4.通信作者. Caching-at-STARS: The Next Generation Edge Caching, IEEE Transactions on Wireless Communications, 2024, 23(8): 8372-8387.(中科院一区,IF:10.7)
5.第一作者.DRL-Driven Joint Task Offloading and Resource Allocation for Energy-Efficient Content Delivery in Cloud-Edge Cooperation Networks, IEEE Transactions on Vehicular Technology, 2023, 72(12): 16195-16207.(中科院二区,IF:7.1)
6.通信作者. Many-Objective Optimization Based-Content Popularity Prediction for Cache-Assisted Cloud-Edge-End Collaborative IoT Networks, IEEE Internet of Things Journal, 2023, 11(1): 1190-1200.(中科院一区,IF:8.9,高被引论文)
7.第一作者.Deep Reinforcement Learning Based Resource Allocation for Content Distribution in Fog Radio Access Networks, IEEE Internet of Things Journal, 2022, 9(18): 16874-16883.(中科院一区,IF:8.9)
8.通信作者. Relay Hybrid Precoding in UAV-Assisted Wideband Millimeter-Wave Massive MIMO Systems, IEEE Transactions on Wireless Communications, 2022, 21(9): 7040-7054.(中科院一区,IF:10.7)
9.第一作者. Data-Driven Intelligent Future Network: Architecture, Use Cases, and Challenges, IEEE Communications Magazine, 2019, 57(7): 34-40.(中科院一区,IF:8.2)
10.第一作者.A Survey of Mobile Information-Centric Networking: Research Issues and Challenges, IEEE Communications Surveys and Tutorials, 2018, 20(3): 2353-2371.(中科院一区,IF:46.7)