TVG-Streaming: Learning User Behaviors for QoE-Optimized 360-Degree Video Streaming

• Published in: IEEE transactions on circuits and systems for video technology Vol. 31; no. 10; pp. 4107 - 4120
• Main Authors: Hu, Miao, Chen, Jiawen, Wu, Di, Zhou, Yipeng, Wang, Yi, Dai, Hong-Ning
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.10.2021; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: 360-degree video; Algorithms; Bandwidth; Bandwidths; Bit rate; Field of view; Linear regression; Machine learning; Predictive models; Quality of experience; streaming; Streaming media; Switches; tile-view graph; User behavior; User experience; Video data; Video transmission

360-degree video streaming shows great potential to revolutionize the streaming market, by providing much better immersive experience than standard video streams. However, its wide adoption is hindered by the surging demand of network bandwidth due to multi-screen video transmission. To reduce the b...