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A Two-stage Deep Reinforcement Learning Framework for MEC-enabled Adaptive 360-Degree Video Streaming Journal article
Bi Suzhi, Chen Haoguo, Li Xian, Wang Shuoyao, Wu Yuan, Qian Liping. A Two-stage Deep Reinforcement Learning Framework for MEC-enabled Adaptive 360-Degree Video Streaming[J]. IEEE Transactions on Mobile Computing, 2024, 1-17.
Authors:  Bi Suzhi;  Chen Haoguo;  Li Xian;  Wang Shuoyao;  Wu Yuan; et al.
Favorite | TC[Scopus]:1  IF:7.7/6.5 | Submit date:2024/08/26
Accuracy  Adaptive Streaming  Bit Rate  Deep Reinforcement Learning  Multi-access Edge Computing  Quality Of Experience  Quality Of Experience  Real-time Systems  Resists  Streaming Media  Wireless Communication  
QoE-Aware Decentralized Task Offloading and Resource Allocation for End-Edge-Cloud Systems: A Game-Theoretical Approach Journal article
Chen Ying, Zhao Jie, Wu Yuan, Huang Jiwei, Shen Xuemin Sherman. QoE-Aware Decentralized Task Offloading and Resource Allocation for End-Edge-Cloud Systems: A Game-Theoretical Approach[J]. IEEE Transactions on Mobile Computing, 2024, 23(1), 769-784.
Authors:  Chen Ying;  Zhao Jie;  Wu Yuan;  Huang Jiwei;  Shen Xuemin Sherman
Favorite | TC[WOS]:59 TC[Scopus]:58  IF:7.7/6.5 | Submit date:2023/01/30
Task Offloading  End-edge-cloud  Quality Of Experience (Qoe)  Game Model  
Joint Offloading and Resource Allocation With Diverse Battery Level Consideration in MEC System Journal article
Yunzhi Zhao, Fen Hou, Bin Lin, Yuxuan Sun. Joint Offloading and Resource Allocation With Diverse Battery Level Consideration in MEC System[J]. IEEE Transactions on Green Communications and Networking, 2023, 7(2), 609-625.
Authors:  Yunzhi Zhao;  Fen Hou;  Bin Lin;  Yuxuan Sun
Favorite | TC[WOS]:3 TC[Scopus]:7  IF:5.3/4.5 | Submit date:2023/07/27
Bisection Searching  Mobile Edge Computing  Quality Of Experience  Sub-channel Matching  
Reinforcement learning-based QoE-oriented dynamic adaptive streaming framework Journal article
Wei, Xuekai, Zhou, Mingliang, Kwong, Sam, Yuan, Hui, Wang, Shiqi, Zhu, Guopu, Cao, Jingchao. Reinforcement learning-based QoE-oriented dynamic adaptive streaming framework[J]. Information Sciences, 2021, 569, 786-803.
Authors:  Wei, Xuekai;  Zhou, Mingliang;  Kwong, Sam;  Yuan, Hui;  Wang, Shiqi; et al.
Favorite | TC[WOS]:15 TC[Scopus]:20  IF:0/0 | Submit date:2021/12/08
Machine Learning  Mpeg-dash  Quality Of Experience  Reinforcement Learning  
Joint reinforcement learning and game theory bitrate control method for 360-degree dynamic adaptive streaming Conference paper
Wei, Xuekai, Zhou, Mingliang, Kwong, Sam, Yuan, Hui, Xiang, Tao. Joint reinforcement learning and game theory bitrate control method for 360-degree dynamic adaptive streaming[C], NEW YORK, NY 10017 USA:IEEE, 2021, 4230-4234.
Authors:  Wei, Xuekai;  Zhou, Mingliang;  Kwong, Sam;  Yuan, Hui;  Xiang, Tao
Favorite | TC[WOS]:3 TC[Scopus]:4 | Submit date:2022/05/13
360° Video Streaming  Quality Of Experience  Reinforcement Learning  Game Theory  
Parametric planning model for video quality evaluation of IPTV services combining channel and video characteristics Journal article
Song Jiarun, Yang Fuzheng, Zhou Yicong, Gao Shan. Parametric planning model for video quality evaluation of IPTV services combining channel and video characteristics[J]. IEEE Transactions on Multimedia, 2017, 19(5), 1015-1029.
Authors:  Song Jiarun;  Yang Fuzheng;  Zhou Yicong;  Gao Shan
Favorite | TC[WOS]:11 TC[Scopus]:13 | Submit date:2018/12/21
Network Planning  Planning Model  Quality Of Experience (Qoe) Planning  Video Quality Assessment  Video Streaming Applications  
Parametric Planning Model for Video Quality Evaluation of IPTV Services Combining Channel and Video Characteristics Journal article
Song, Jiarun, Yang, Fuzheng, Zhou, Yicong, Gao, Shan. Parametric Planning Model for Video Quality Evaluation of IPTV Services Combining Channel and Video Characteristics[J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2017, 19(5), 1015-1029.
Authors:  Song, Jiarun;  Yang, Fuzheng;  Zhou, Yicong;  Gao, Shan
Favorite | TC[WOS]:11 TC[Scopus]:13  IF:8.4/8.0 | Submit date:2018/10/30
Network Planning  Planning Model  Quality Of Experience (Qoe) Planning  Video Quality Assessment  Video Streaming Applications  
QoE Evaluation of Multimedia Services Based on Audiovisual Quality and User Interest Journal article
Song Jiarun, Yang Fuzheng, Zhou Yicong, Wan Shuai, Wu H.R.. QoE Evaluation of Multimedia Services Based on Audiovisual Quality and User Interest[J]. IEEE Transactions on Multimedia, 2016, 18(3), 444 - 457.
Authors:  Song Jiarun;  Yang Fuzheng;  Zhou Yicong;  Wan Shuai;  Wu H.R.
Favorite | TC[WOS]:39 TC[Scopus]:48 | Submit date:2018/10/30
Audiovisual Quality  Audiovisual Services  Quality Of Experience (Qoe)  User Interest  Viewing Behavior