基于毫米波空中基站的5G网络容量自主增强机制与算法

61971053
2019
F0102.信息系统与系统安全
李文璟
面上项目
教授
北京邮电大学
60万元
3D部署;无线资源管理;波束赋形;毫米波空中基站;容量增强
2020-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Deep Learning-Based Beam Alignment and Tracking Mechanism for mmWave Aerial Base Station 会议论文 Yikun Zhao;Jinli Zhang;Fanqin Zhou;Wenjing Li;Lei Feng
2 3D Deployment and User Association of CoMP-assisted Multiple Aerial Base Stations for Wireless Network Capacity Enhancement 会议论文 Yikun Zhao;Fanqin Zhou;Wenjing Li;Yuan Guo;Lei Feng;Peng Yu
3 面向通信网络热点区域容量增强的多空中基站部署方法 专利 周凡钦;李文璟;赵一琨;丰雷;喻鹏;阙笑语;高远
4 Energy Efficient Multi-Aerial Base Station Deployment via DDPG-Mix Algorithm 会议论文 Haoran He;Yikun Zhao;Jinli Zhang;Fanqin Zhou;Wenjing Li;Lei Feng
5 MARL-Based Joint Computation Offloading and Aerial Base Stations Deployment in MEC Systems 会议论文 Zhiqiang Xu;Fanqin Zhou;Lei Feng;Zihao Wu
6 无人机轨迹规划方法、装置、电子设备及存储介质 专利 李文璟;喻鹏;田静悦;周凡钦;丰雷
7 MADRL-Based 3D Deployment and User Association of Cooperative mm Wave Aerial Base Stations for Capacity Enhancement 期刊论文 Zhao Yikun;Zhou Fanqin;Feng Lei;Li Wenjing;Yu Peng
8 GAN-powered Heterogeneous Multi-Agent Reinforcement Learning for UAV-assisted Task Offloading 期刊论文 Yangyang Li;Lei Feng;Yang Yang;Wenjing Li
9 PPO‑based deployment and phase control for movable intelligent reflecting surface 期刊论文 Yikun Zhao;Fanqin Zhou;Huaide Liu;Lei Feng;Wenjing Li
10 Enhanced 5G Mobile Broadcasting Service With Shape-Adaptive RIS 期刊论文 Fei Qi;Qiang Liu;Wenjing Li;Peng Yu;Xuesong Qiu
11 基于流量预测的空中基站部署方法及装置 专利 丰雷;周凡钦;李文璟;朱逸飞;赵一琨
12 Digital Twin Assisted DAG Task Scheduling via Evolutionary Selection MARL in Large-Scale Mobile Edge Network 会议论文 Jiayu Huang;Fanqin Zhou;Lei Feng;Wenjing Li;Mingyu Zhao;Xueqiang Yan;Yan Xi;Jianjun Wu
13 一种空中基站位置确定方法及装置 专利 周凡钦;丰雷;李文璟;赵一琨;谢坤宜;喻鹏
14 Self-Organized and Distributed Green Resource Allocation for Space–Air–Ground IoT Networks 期刊论文 Peng Yu;Yijing Li;Manjun Zhang;Ao Xiong;Wenjing Li;Xuesong Qiu;Luoming Meng
15 Three-dimensional aerial base station location for sudden traffic with deep reinforcement learning in 5G mmWave networks 期刊论文 Peng Yu;Jianli Guo;Yonghua Huo;Xiujuan Shi;Jiahui Wu;Yahui Ding
16 基于多场景的空中基站部署方法及系统 专利 周凡钦;丰雷;李文璟;赵一琨;郑浩
17 Resource Reservation for Graph-structured Multimedia Services in Computing Power Network 会议论文 Shuo Yang;Fanqin Zhou;Lei Feng;Wenjing Li
18 Coverage Analysis of Cooperative mmWave Cellular Communication for Multimedia Services 会议论文 Yikun Zhao;Fanqin Zhou;Gang Sun;Lei Feng;Wenjing Li;Xuesong Qiu;Xiaolu Chen
19 Heterogeneous Low Altitude Platforms Deployment Strategy for Emergency Network 会议论文 Mengjun Yin;Wei Lin;Shuai Wu;Xian Gao;Wenjing Li;Peng Yu;Lei Feng
20 Hypergraph Convolution Mix DDPG for Multi-Aerial Base Station Deployment 期刊论文 Haoran He;Fanqin Zhou;Yikun Zhao;Wenjing Li;Lei Feng
21 信号覆盖分析方法、装置、电子设备及存储介质 专利 周凡钦;丰雷;赵一琨;李文璟;喻鹏
22 Digital Twin Driven Service Self-Healing With Graph Neural Networks in 6G Edge Networks 期刊论文 Peng Yu;Junye Zhang;Honglin Fang;Wenjing Li;Lei Feng;Fanqin Zhou;Pei Xiao;Song Guo
23 Componentized Task Scheduling in Cloud-Edge Cooperative Scenarios Based on GNN-enhanced DRL 会议论文 Jingchun Li;Fanqin Zhou;Wenjing Li;Mingyu Zhao;Xueqiang Yan;Yan Xi;Jianjun Wu
24 小区健康状态检测的方法及装置 专利 喻鹏;李文璟;丰雷;周凡钦;王昊宇
25 无人机基站部署方法及装置 专利 喻鹏;李文璟;丁亚慧;丰雷;周凡钦
26 无人机集群自主移动方法、装置、存储介质及电子设备 专利 周凡钦;丰雷;李文璟;赵一琨;郑浩
27 Intelligent Energy-Efficiency Trajectory Planning of Heterogeneous Air Base Stations for 6G Emergency Communication 会议论文 Jingyue Tian;Peng Yu;Wenjing Li;Lei Feng;Fanqin Zhou
28 Energy-Efficient Multimedia Services with UAV-BS Intelligent Trajectory Planning for Emergency Communications in 6G Networks 会议论文 Jingyue Tian;Fanqin Zhou;Peng Yu;Wenjing Li
29 Shape adaptive IRS based SAG IoT network 期刊论文 Fei Qi;Wenjing Li;Peng Yu;Lei Feng;Fanqin Zhou
30 Backhaul-Constrained Coverage Analysis of Integrated High and Low Altitude Platforms Aerial Communication System in Post-Disaster Areas 期刊论文 Yikun Zhao;Fanqin Zhou;Lei Feng;Wenjing Li;Yao Sun;Muhammad Ali Imran
31 Deep learning-based BackCom multiple beamforming for 6G UAV IoT networks 期刊论文 Fei Qi;Wenjing Li;Peng Yu;Lei Feng;Fanqin Zhou
32 一种空中基站位置确定方法、装置及电子设备 专利 丰雷;李文璟;孙德栋;姚贤炯;赵一琨;陈毅龙;欧清海;李温静;王艳茹;刘卉;杨储华;喻鹏
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