基于机器学习的车联网资源管理优化理论与关键技术研究

61971191
2019
F0103.通信理论与系统
赵军辉
面上项目
教授
华东交通大学
59万元
信道建模;车载通信;资源管理;机器学习;连通性
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 Green hybrid energy harvesting for intelligent mobile edge computing in internet of things 期刊论文 Pingzheng Ge;Junhui Zhao;Huan Zhang;Dan Zou;Minjun Wang
2 Blockchain-Based Trust Management Model for Vehicular Ad Hoc Networks 期刊论文 Junhui Zhao;Huanhuan Hu;Longxia Liao;Qingmiao Zhang
3 Multi-agent deep reinforcement learning based resource management in heterogeneous V2X networks 期刊论文 Junhui Zhao;Fajin Hu;Jiahang Li;Yiwen Nie
4 Comparative Analysis of Distance Distributions for CoMP-Aided Cellular Networks Using Thomas Cluster Process 期刊论文 Lihua Yang;Junhui Zhao;Ziyang Zhang
5 智能轨道交通中无线通信技术应用与展望 期刊论文 张青苗;赵军辉;张丹阳
6 基于分簇的用户关联和资源分配联合优化方法 专利 赵军辉;朱琳;张青苗;邹丹;周天清
7 Mobile edge computing servers deployment with improved genetic algorithm in cellular Internet of Things 期刊论文 Huan Zhang;Junhui Zhao;Lihua Yang;Ziyang Zhang
8 轨道交通车车通信中通信模式选择与资源分配方法 专利 赵军辉;陈垚;张青苗;邹丹;周天清
9 移动边缘计算中的智能任务迁移技术:现状与展望 期刊论文 全浩宇;张青苗;赵军辉
10 Adaptive Beamforming and Power Allocation for mmWave Communication in High-Speed Railway 期刊论文 Qingmiao Zhang;Junhui Zhao;Anyun chen;Chuanyun Wang
11 Traffic Data Imputation and Prediction: An Efficient Realization of Deep Learning 期刊论文 Junhui Zhao;Yiwen Nie;Shanjin Ni;Xiaoke Sun
12 Channel Estimation for High-Speed Railway Wireless Communications: A Generative Adversarial Network Approach 期刊论文 Qingmiao Zhang;Hanzhi Dong;Junhui Zhao
13 一种基于移动边缘计算的计算卸载方法及系统 专利 赵军辉;葛平政;张青苗;廖龙霞
14 Secure Authentication and Key Agreement Protocol for Cloud-Assisted Industrial Internet of Things 期刊论文 Huanhuan Hu;Longxia Liao;Junhui Zhao
15 ResNet-WGAN Based End-to-End Learning for IoV Communication with Unknown Channels 期刊论文 Junhui Zhao;Huiqin Mu;Qingmiao Zhang;Huan Zhang
16 Distributed Learning over IRS-Assisted Intelligent Wireless Networks 会议论文 Xiaoting Ma;Junhui Zhao;Yi Gong;Qiuping Li
17 A TP-DDPG Algorithm Based on Cache Assistance for Task Offloading in Urban Rail Transit 期刊论文 Junhui Zhao;Lin He;Danyang Zhang;Xu Gao
18 A UAV-Aided Vehicular Integrated Platooning Network for Heterogeneous Resource Management 期刊论文 Junhui Zhao;Yiwen Nie;Huan Zhang;F. Richard Yu
19 Secure and efficient computing resource management in blockchain-based vehicular fog computing 期刊论文 Ming Kong;Junhui Zhao;Xiaoke Sun;Yiwen Nie
20 Semi-Distributed Resource Management in UAV-Aided MEC Systems: A Multi-Agent Federated Reinforcement Learning Approach 期刊论文 Yiwen Nie;Junhui Zhao;Feifei Gao;Fei Yu
21 Modeling and Analysis of HetNets With Interference Management Using Poisson Cluster Process 期刊论文 Lihua Yang;Teng Joon Lim;Junhui Zhao;Mehul Motani
22 Edge Caching and Computation Management for Real-Time Internet of Vehicles: An Online and Distributed Approach 期刊论文 Zhao Junhui;Sun Xiaoke;Li Qiuping;Ma Xiaoting
23 Intelligent train control for cooperative train formation: A deep reinforcement learning approach 期刊论文 Danyang Zhang;Junhui Zhao;Yang Zhang;Qingmiao Zhang
24 一种基于用户数据热点分布的边缘计算节点部署方法 专利 赵军辉;易正皓;张子扬
25 一种认知车联网中的网络拓扑控制方法 专利 李轩;赵军辉;贺龙德;颜建伟;周天清
26 Traffic Flow Prediction Based on Extended Multi-component Graph Convolutional Network 会议论文 Xincheng Xiong;Yibo Li;Junhui Zhao
27 Generative Adversarial Network-based Channel Estimation in High-Speed Mobile Scenarios 会议论文 Danyang Zhang;Junhui Zhao;Lihua Yang;Yiwen Nie;Xiangcheng Lin
28 一种应用于车联网的移动边缘计算服务动态迁移方法 专利 赵军辉;邓宇;张青苗;邹丹;廖龙霞
29 Energy-Efficient UAV Trajectory Design for Backscatter Communication:A Deep Reinforcement Learning Approach 期刊论文 Nie Yiwen;Zhao Junhui;Liu Jun;Jiang Jing;Ding Ruijin
30 Signal Detection Theory-Based Localization Method in Urban NLOS Environment 会议论文 Yibo Li;Junhui Zhao;Hongxue Diao;Lihua Yang
31 认知无线网络功率控制与性能优化研究 奖励 赵军辉
32 A Model-Driven Deep Learning Method for Massive MIMO Detection 期刊论文 Liao Jieyu;Zhao Junhui;Gao Feifei;Li Geoffrey Ye
33 Authentication Technology in Internet of Things and Privacy Security Issues in Typical Application Scenarios 期刊论文 Junhui Zhao;Huanhuan Hu;Fanwei Huang;Yingxuan Guo;Longxia Liao
34 Adaptive Resource Allocation for Mobile Edge Computing in Internet of Vehicles: A Deep Reinforcement Learning Approach 期刊论文 Junhui Zhao;Haoyu Quan;Minghua Xia;Dongming Wang
35 一种基于机器学习的汽车板簧受力值及变形量的测量方法 专利 赵军辉;陈为欢;黄晖;廖龙霞;余显忠;熊伟;曾建邦;张青苗;占晓煌;葛平政
36 Secure and Efficient Message Authentication Scheme for 6G-Enabled VANETs 期刊论文 Longxia Liao;Junhui Zhao;Huanhuan Hu;Xiaoke Sun
37 一种基于LSTM深度神经网络的整车载荷分解方法 专利 陈为欢;熊伟;黄晖;吴和兴;段龙杨;余显忠;赵军辉;曾建邦
38 基于改进CNN-LSTM组合模型的分时段短时交通流预测 期刊论文 李磊;张青苗;赵军辉;聂逸文
39 Intelligent reflecting surface-assisted federated learning in multi-platoon collaborative networks 期刊论文 Xiaoting Ma;junhui Zhao;Jieyu Liao;Ziyang Zhang
40 Extended Multi-Component Gated Recurrent Graph Convolutional Network for Traffic Flow Prediction 期刊论文 Junhui Zhao;Xincheng Xiong;Qingmiao Zhang;DongmingWang
41 Future 5G-oriented system for urban rail transit: Opportunities and challenges 期刊论文 Junhui Zhao;Jin Liu;Lihua Yang;Bo Ai;Shanjin Ni
42 一种调制识别方法,系统,可读存储介质及设备 专利 赵军辉;秦子杰;马小婷
43 一种基于机器学习的汽车板簧非线性时变应力值测量方法 专利 赵军辉;陈为欢;黄晖;廖龙霞;余显忠;熊伟;曾建邦;张青苗;占晓煌;葛平政
44 Dynamic Task Offloading for Mobile Edge Computing in Urban Rail Transit 会议论文 Lin He;Junhui Zhao;Xiaoke Sun;Danyang Zhang
45 Connectivity Analysis with Co-Channel Interference for Urban Vehicular Ad Hoc Networks 期刊论文 Shihai Ren;Junhui Zhao;Huan Zhang;Xuan Li
46 Deep Reinforcement Learning Based Wireless Resource Allocation for V2X Communications 会议论文 Jiahang Li;Junhui Zhao;Xiaoke Sun
47 Unified Analysis of Coordinated Multi-Point Transmissions in mmWave Cellular Networks 期刊论文 Junhui Zhao;Lihua Yang;Minghua Xia;Mehul Motani
48 面向IoT的两级多接入边缘计算节能卸载策略 期刊论文 邓宇;赵军辉;张青苗
49 基于深度强化学习的车车通信智能频谱共享 期刊论文 赵军辉;陈垚;张青苗
50 一种基于深度学习模型的汽车钢板弹簧疲劳寿命预测方法 专利 赵军辉;陈为欢;廖龙霞;张青苗;邹丹;葛平政;占晓煌
51 Deep Learning Aided Low Complex Sphere Decoding for MIMO Detection 期刊论文 Jieyu Liao;Junhui Zhao;Feifei Gao;Geoffrey Ye Li
52 Deep Learning Aided Low Complex Breadth-first Tree Search for MIMO Detection 期刊论文 Jieyu Liao;Junhui Zhao;Feifei Gao;Geoffrey Ye Li
53 Joint Scheduling and Resource Allocation for Efficiency-Oriented Distributed Learning Over Vehicle Platooning Networks 期刊论文 Xiaoting Ma;Junhui Zhao;Yi Gong
54 Joint Energy Harvesting and Transmission Optimization for Cell-Free Massive MIMO With Network-Assisted Full Duplexing 期刊论文 Xinjiang Xia;Dongming Wang;Junhui Zhao;Zhi Zhang;Xiaohu You
55 Trust Management Model of VANETs Based on Machine Learning and Active Detection Technology 会议论文 Fanwei Huang;Qiuping Li;Junhui Zhao
56 商用车智能驾驶系统关键技术及应用 奖励 张青苗
57 Analytical modeling of cache-enabled heterogeneous networks using Poisson cluster processes 期刊论文 Junhui Zhao;Lihua Yang;Xiaoting Ma;Ziyang Zhang
58 Two-stage channel estimation for mmwave massive mimo systems based on resnet-unet 期刊论文 Junhui Zhao;Yao Wu;Qingmiao Zhang;Jieyu Liao
59 Online Distributed Optimization for Energy-Efficient Computation Offloading in Air-Ground Integrated Networks 期刊论文 Junhui Zhao;Xiaoke Sun;Xiaoting Ma;Huan Zhang;F. Richard Yu;Yanlin Hu
60 RAT selection for IoT devices in HetNets: Reinforcement learning with hybrid SMDP algorithm 期刊论文 Hongyi Bian;Qingmiao Zhang;Junhui Zhao;Huan Zhang
61 Cluster-based energy-efficient joint user association and resource allocation for B5G ultra-dense network 期刊论文 Zhu Lin;Yang Lihua;Zhang Qingmiao;Zhou Tianqing;Hua Jun
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