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Deep Reinforcement Learning-based RAN Slicing for UL/DL Decoupled Cellular V2X Journal article
IEEE Transactions on Wireless Communications, 2022,Volume: 21,Issue: 5
Authors:  Yu, Kai;  Zhou, Haibo;  Tang, Zhixuan;  Shen, Xuemin;  Hou, Fen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
5g Mobile Communication  Bandwidth  Base Stations  Decoupled Access  Quality Of Service  Radio Access Networks  Ran Slicing  Reinforcement Learning  Relays  Resource Management  Soft Actor-critic  
Incentive Mechanism Design for Green Mobile D2D Caching Networks Journal article
IEEE Transactions on Green Communications and Networking, 2022,Volume: 6,Issue: 1,Page: 484-499
Authors:  Zheng, Qiming;  Shan, Hangguan;  Hou, Fen;  Shi, Zhiguo;  Zhang, Zhaoyang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/28
Energy Saving Strategy  Green Mobile D2d Caching Network  Incentive Mechanism  Vcg-based Reverse Auction  
Resource Allocation and Slicing Puncture in Cellular Networks with eMBB and URLLC Terminals Co-Existence Journal article
IEEE Internet of Things Journal, 2022
Authors:  Zhao, Yunzhi;  Chi, Xuefen;  Qian, Lei;  Zhu, Yuhong;  Hou, Fen
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Bandwidth  block coordinate descent.  Delays  Lyapunov optimization  Optimization  Quality of service  resource allocation  Resource management  Schedules  Slicing puncture  Ultra reliable low latency communication  URLLC and eMBB  
Community based parking: Finding and predicting available parking spaces based on the Internet of Things and crowdsensing Journal article
Computers and Industrial Engineering, 2021,Volume: 162
Authors:  Li, Bo;  Hou, Fen;  Ding, Hongwei;  Wu, Hao
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/12/08
Crowd Sensing  Queuing Model  Simulation  Smart Parking Guidance System  
Reinforcement Learning Enabled Dynamic Resource Allocation in the Internet of Vehicles Journal article
IEEE Transactions on Industrial Informatics, 2021,Volume: 17,Issue: 7,Page: 4957-4967
Authors:  Liang, Hongbin;  Zhang, Xiaohui;  Hong, Xintao;  Zhang, Zongyuan;  Li, Mushu;  Hu, Guangdi;  Hou, Fen
Favorite |  | TC[WOS]:4 TC[Scopus]:5 | Submit date:2021/12/08
Hierarchical Architecture  Internet Of Vehicles (Iov)  Reinforcement Learning  Resource Allocation  Semi-markov Decision Process (Smdp)  
Distributed Time-Sensitive Task Selection in Mobile Crowdsensing Journal article
IEEE Transactions on Mobile Computing, 2021,Volume: 20,Issue: 6,Page: 2172-2185
Authors:  Cheung, Man Hon;  Hou, Fen;  Huang, Jianwei;  Southwell, Richard
Favorite |  | TC[WOS]:6 TC[Scopus]:6 | Submit date:2021/12/08
Bayesian Potential Game  Crowdsourcing  Mobile Crowdsensing  Task Selection  
Service Characteristics-Oriented Joint Optimization of Radio and Computing Resource Allocation in Mobile-Edge Computing Journal article
IEEE Internet of Things Journal, 2021,Volume: 8,Issue: 11,Page: 9407-9421
Authors:  Feng, Jie;  Liu, Lei;  Pei, Qingqi;  Hou, Fen;  Yang, Tingting;  Wu, Jinsong
Favorite |  | TC[WOS]:8 TC[Scopus]:7 | Submit date:2021/12/08
Mobile-edge Computing (Mec)  Network Stability  Resource Allocation  Total Cost Saving  
Optimal edge server deployment and allocation strategy in 5G ultra-dense networking environments Journal article
Pervasive and Mobile Computing, 2021,Volume: 72
Authors:  Li,Bo;  Hou,Peng;  Wu,Hao;  Hou,Fen
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2021/03/11
Average Completion Time  Computation Offloading  Edge Server Deployment  Mobile Edge Computing  Ultra-dense Network  
Mobility-Aware Pre-Cache and Incentive Mechanism Design for Efficient D2D Data Offloading Conference paper
IEEE Vehicular Technology Conference
Authors:  Luo, Yiting;  Lou, Chengkai;  Hou, Fen;  Ding, Hongwei;  Li, Bo
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
D2D communication  Data offloading  incentive mechanism design  mobility  pre-cache  reverse auction  
Online Optimal Algorithm Design for Mobile Crowdsensing with Dual-role Users Conference paper
IEEE Vehicular Technology Conference
Authors:  Pei, Yanhua;  Zhang, Guoying;  Hou, Fen;  Yang, Guanghua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
dual-role  Lyapunov optimization  platform utility