5G超密集接入网智能动态资源分配及其优化方法研究

61872044
2018
F0204.计算机系统结构与硬件技术
陈昕
面上项目
教授
北京信息科技大学
67万元
协同优化;超密集接入网;强化学习;资源分配;马尔科夫博弈
2019-01-01到2022-12-31
  • 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 Q-Network based resource allocation for UAV-assisted Ultra-Dense Networks 期刊论文 Xin Chen;Xu Liu;Ying Chen;Libo Jiao;Geyong Min
2 Deep Reinforcement Learning Based Dynamic Content Placement and Bandwidth Allocation in Internet of Vehicles 会议论文 Teng Ma;Xin Chen;Zhuo Ma;Libo Jiao
3 Intelligent Reflecting Surface Enabled in D2D Millimeter Wave Communication 会议论文 Bingjie Han;Xin Chen;Dongchao Guo;Libo Jiao
4 Performance Evaluation of URLLC in 5G Based on Stochastic Network Calculus 期刊论文 Shengcheng Ma;Xin Chen;Zhuo Li;Ying Chen
5 Energy-Efficient Resource Allocation for NOMA-Enabled Internet of Vehicles 期刊论文 Xin Chen;Zhuo Ma;Teng Ma;Xu Liu;Ying Chen
6 Deep Reinforcement Learning for Pre-caching and Task Allocation in Internet of Vehicles 会议论文 Teng Ma;Xin Chen;Zhuo Ma;Ying Chen
7 基于斯坦伯格博弈的一种多服务器移动边缘计算网络下的计算卸载方法 专利 陈昕;高丽雪
8 多基站多服务器场景下的任务卸载和资源调度方法及装置 专利 陈昕;郭东超;卢阳光
9 移动边缘计算场景下的资源分配方法及装置 专利 陈昕;郭东超;吴碧莲
10 Dynamic Resource Optimization Based on Flexible Numerology and Markov Decision Process for Heterogeneous Services 会议论文 Chao Tang;Xin Chen;Ying Chen;Zhuo Li
11 Deep Reinforcement Learning-based UAV-assisted Mobile Edge Computing Offloading and Resource Allocation Decision 会议论文 Shougang Du;Xin Chen;Libo Jiao;Yijie Wang;Zhuo Ma
12 An access selection mechanism in 5G network slicing 会议论文 Yangguang Lu;Xin Chen;Ranran Xi;Ying Chen
13 Performance Analysis and Uplink Scheduling for QoS-Aware NB-IoT Networks in Mobile Computing 期刊论文 Xin Chen;Zhuo Li;Ying Chen;Xiangkun Wang
14 Mobile Edge Computing Based Task Offloading and Resource Allocation in 5G Ultra-Dense Networks 期刊论文 Xin Chen;Zhiyong Liu;Ying Chen;Zhuo Li
15 Green-Oriented Offloading and Resource Allocation by Reinforcement Learning in MEC 会议论文 Yingjie Yang;Xin Chen;Ying Chen;Zhuo Li
16 Distributed Computation Offloading Based on Stochastic Game in Multi-server Mobile Edge Computing Networks 会议论文 Shuang Chen;Xin Chen;Ying Chen;Zhuo Li
17 基于多边缘服务器协同的一种5G超密集网络资源管理方法 专利 陈莹;刘智勇;陈昕
18 一种基于移动边缘计算的物联网任务调度方法及系统 专利 陈莹;张永超;陈昕
19 Resource allocation algorithm for MEC based on Deep Reinforcement Learning 会议论文 Yijie Wang;Xin Chen;Ying Chen;Shougang Du
20 Energy Efficient Deployment and Task Offloading for UAV-Assisted Mobile Edge Computing 会议论文 Yangguang Lu;Xin Chen
21 Dynamic Resource Scheduling and Frequency Scaling in NOMA-Based Multi-access Edge Computing System 会议论文 Lin Cui;Xin Chen;Zhuo Ma
22 A Truthful Auction Mechanism for Resource Allocation in Mobile Edge Computing 会议论文 Bilian Wu;Xin Chen;Ying Chen;Yangguang Lu
23 Person re-identification in the edge computing system: A deep square similarity learning approach 期刊论文 Xin Chen;Zhuo Li;Chao Tang;Shenglong Xiao;Ying Chen
24 Energy Efficient Task Offloading for UAV-assisted Mobile Edge Computing 会议论文 Shougang Du;Xin Chen;Libo Jiao;Yangguang Lu
25 Computation Offloading Based on Game Theory in Multi-access Edge Computing for 6G Network 会议论文 Lixue Gao;Xin Chen;Bo Yin;Bilian Wu
26 基于拍卖机制的一种5G移动边缘计算下资源协同分配方法 专利 陈昕;吴碧莲
27 车辆到车辆的网络切片带宽资源分配方法及装置 专利 陈昕;郭东超;梁琰
28 基于马尔科夫决策过程的网络选择方法及装置 专利 陈莹;唐超;陈昕
29 Collaborative Computing Based on Truthful Online Auction Mechanism in Internet of Things 会议论文 Bilian Wu;Xin Chen
30 Research on User Access Selection Mechanism Based on Maximum Throughput for 5G Network Slicing 会议论文 Yangguang Lu;Xin Chen;Ranran Xi;Ying Chen
31 Deep Reinforcement Learning Based Dynamic Resource Allocation in 5G Ultra-Dense Networks 会议论文 Zhiyong Liu;Xin Chen;Ying Chen;Zhuo Li
32 A Pricing Approach Toward Incentive Mechanisms for Participant Mobile Crowdsensing in Edge Computing 期刊论文 Xin Chen;Chao Tang;Zhuo Li;Lianyong Qi;Ying Chen;Shuang Chen
33 Traffic modeling and performance evaluation of SDN-based NB-IoT access network 期刊论文 Xin Chen;Zhuo Li;Ying Chen;Bing Du;Yongchao Zhang
34 Dynamic Offloading and Frequency Allocation for Internet of Vehicles with Energy Harvesting 会议论文 Teng Ma;Xin Chen
35 Deep Reinforcement Learning-based Edge Caching and Multi-link Cooperative Communication in Internet-of-Vehicles 会议论文 Teng Ma;Xin Chen;Libo Jiao;Ying Chen
36 Delay-sensitive Slicing Resources Scheduling based on Multi-MEC Collaboration in IoV 会议论文 Yan Liang;Xin Chen
37 A pricing incentive mechanism for mobile crowd sensing in edge computing 会议论文 Xin Chen;Zhuo Li
38 Real-Time Resource Slicing for 5G RAN via Deep Reinforcement Learning 会议论文 Ranran Xi;Xin Chen;Ying Chen;Zhuo Li
39 通信链路确定方法、装置、电子设备及存储介质 专利 陈昕;郭东超;韩冰杰
40 移动边缘计算中基于强化学习的物联网资源分配方法 专利 陈昕;王易杰
41 Deep Learning Based Dynamic Uplink Power Control for NOMA Ultra-Dense Network System 会议论文 Xu Liu;Xin Chen;Ying Chen;Zhuo Li
42 Deep Reinforcement Learning Based Offloading Scheme for Mobile Edge Computing 会议论文 Pengfei Yao;Xin Chen;Ying Chen;Zhuo Li
43 Cost-Efficient Request Scheduling and Resource Provisioning in Multiclouds for Internet of Things 期刊论文 Xin Chen;Yongchao Zhang;Ying Chen
44 Deep Deterministic Policy Gradient Based Resource Allocation in Internet of Vehicles 会议论文 Zhuo Ma;Xin Chen;Teng Ma;Ying Chen
45 Dual Resource Joint Auction Algorithm For 5G Multiple Access Edge Computing With System Utility Guarantee 会议论文 Zhitian Sun;Xin Chen;Bo Yin;Yijie Wang
46 Dynamic Radio Resource and Task Allocation for Wireless Powered Mobile Edge Computing System 会议论文 Yongchao Zhang;Xin Chen;Ning Zhang;Ying Chen;Zhuo Li
47 Power Control and Evolutionary Strategy Based Slicing Resource Allocation for V2V Communication 会议论文 Yan Liang;Xin Chen;Teng Ma;Shengcheng Ma;Libo Jiao
48 An Effective Resource Allocation Approach Based on Game Theory in Mobile Edge Computing 会议论文 Bilian Wu;Xin Chen;Ying Chen;Zhuo Li
49 Cost-Efficient Resources Scheduling for Mobile Edge Computing in Ultra-Dense Networks 期刊论文 Yangguang Lu;Xin Chen;Yongchao Zhang;Ying Chen
50 一种5G超密集组网资源分配方法及装置 专利 陈莹;刘智勇;陈昕
51 基于移动边缘计算的设备任务卸载及cpu调频方法及系统 专利 陈莹;陈爽;陈昕
52 车辆内容预缓存和宽带分配的联合优化方法及装置 专利 陈昕;郭东超;马腾
53 任务卸载方法、装置、电子设备及存储介质 专利 陈昕;郭东超;焦立博;杜首钢
54 基于多边缘服务器协作的时延敏感型切片资源调度方法 专利 陈昕;郭东超;梁琰
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