Deep Reinforcement Learning-based Rate Adaptation for Adaptive 360-Degree Video Streaming
Kan, Nuowen, Zou, Junni, Tang, Kexin, Li, Chenglin, Liu, Ning, Xiong, Hongkai
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding
A Server-Side Optimized Hybrid Multicast-Unicast Strategy for Multi-User Adaptive 360-Degree Video Streaming
Kan, Nuowen, Liu, Chengming, Zou, Junni, Li, Chenglin, Xiong, Hongkai
Published in 2019 IEEE International Conference on Image Processing (ICIP) (01.09.2019)
Published in 2019 IEEE International Conference on Image Processing (ICIP) (01.09.2019)
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Conference Proceeding
RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling
Kan, Nuowen, Zou, Junni, Li, Chenglin, Dai, Wenrui, Xiong, Hongkai
Published in IEEE transactions on circuits and systems for video technology (01.03.2022)
Published in IEEE transactions on circuits and systems for video technology (01.03.2022)
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Journal Article
Multi-User Adaptive Video Delivery Over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach
Tang, Kexin, Kan, Nuowen, Zou, Junni, Li, Chenglin, Fu, Xiao, Hong, Mingyi, Xiong, Hongkai
Published in IEEE transactions on circuits and systems for video technology (01.02.2021)
Published in IEEE transactions on circuits and systems for video technology (01.02.2021)
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Journal Article
Successor Feature-Based Transfer Reinforcement Learning for Video Rate Adaptation With Heterogeneous QoE Preferences
Tang, Kexin, Kan, Nuowen, Jiang, Yuankun, Li, Chenglin, Dai, Wenrui, Zou, Junni, Xiong, Hongkai
Published in IEEE transactions on multimedia (01.01.2024)
Published in IEEE transactions on multimedia (01.01.2024)
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Journal Article
Server-Side Rate Adaptation for Multi-User 360-Degree Video Streaming
Liu, Chengming, Kan, Nuowen, Zou, Junni, Yang, Qin, Xiong, Hongkai
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01.10.2018)
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01.10.2018)
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Conference Proceeding
Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach
Tang, Kexin, Kan, Nuowen, Zou, Junni, Fu, Xiao, Hong, Mingyi, Xiong, Hongkai
Published in 2019 IEEE Visual Communications and Image Processing (VCIP) (01.12.2019)
Published in 2019 IEEE Visual Communications and Image Processing (VCIP) (01.12.2019)
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Conference Proceeding
Multiuser Video Streaming Rate Adaptation: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach
Tang, Kexin, Kan, Nuowen, Zou, Junni, Fu, Xiao, Hong, Mingyi, Xiong, Hongkai
Year of Publication 01.02.2019
Year of Publication 01.02.2019
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Journal Article
Code rate self-adaption method based on context reinforcement learning and controller construction method
LI CHENGLIN, KAN NUOWEN, JIANG YUANKUN, LI SHAOHUI, XIONG HONGKAI, ZOU JUNNI, DAI WENRUI
Year of Publication 12.03.2024
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Year of Publication 12.03.2024
Patent
Dual robust enhancement control method suitable for robot to adapt to different tasks
LI CHENGLIN, JIANG YUANKUN, KAN NUOWEN, LI SHAOHUI, XIONG HONGKAI, ZOU JUNNI, DAI WENRUI
Year of Publication 29.12.2023
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Year of Publication 29.12.2023
Patent
Network throughput prediction method and code rate adaptive allocation method
LI CHENGLIN, KAN NUOWEN, LI SHAOHUI, XIONG HONGKAI, ZOU JUNNI, DAI WENRUI
Year of Publication 12.11.2021
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Year of Publication 12.11.2021
Patent