南方科技大学知识苑(SUSTech KC): EdgeVR360: Edge-Assisted Multiuser-Oriented Intelligent 360-degree Video Delivery Scheme over Wireless Networks

题名	EdgeVR360: Edge-Assisted Multiuser-Oriented Intelligent 360-degree Video Delivery Scheme over Wireless Networks
作者	Chen, Zihao 1; Zou, Longhao1,2 ; Tao, Xiaofeng 1,3; Xu, Long 1,4; Muntean, Gabriel-Miro 5; Wang, Xu 6
通讯作者	Xu, Long
DOI	10.1007/978-3-031-20500-2_20
发表日期	2022
会议名称	2nd CAAI International Conference on Artificial Intelligence (CICAI)
ISSN	0302-9743
EISSN	1611-3349
ISBN	978-3-031-20499-9
会议录名称	LECT NOTES ARTIF INT
卷号	13605
会议日期	AUG 27-28, 2022
会议地点	Chinese Assoc Artificial Intelligence,Beijing,PEOPLES R CHINA
出版地	GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND
出版者	SPRINGER INTERNATIONAL PUBLISHING AG
摘要	The COVID-19 situation has determined many people all over the world to experience remote work, study and play although most of them were not prepared for such a change in their lifestyle. With the coming of the high demand of virtual interaction, 360-degree Virtual Reality (VR) technologies and applications have established stronger relationships with your peers and friends if it applies. However, higher quality of VR streaming brings users deeper immersive experience which requires greater network bandwidth and latency, and more powerful computation capability for individuals. To address these issues, the proposed intelligent video delivery scheme in this paper takes advantage of the edge-assisted computational power to improve the multi-user oriented watching experience of high quality 360-degree video over wireless networks, which reduces network resource utilization, and also optimizes edge cache hit ratio and user's Field of View (FoV) quality.
关键词	360-degree videos Edge computing Deep reinforcement learning Wireless network
学校署名	非南科大
语种	英语
相关链接	[来源记录]
收录类别	CPCI-S
资助项目	Key-Area Research and Development Program of Guangdong Province[2020B0101130006]
WOS研究方向	Computer Science
WOS类目	Computer Science, Artificial Intelligence
WOS记录号	WOS:000916478300020
来源库	Web of Science
引用统计	被引频次[WOS]：0
成果类型	会议论文
条目标识符	http://sustech.caswiz.com/handle/2SGJ60CL/475001
专题	南方科技大学
作者单位	1.Peng Cheng Lab, Shenzhen 518000, Peoples R China 2.Southern Univ Sci & Technol, Inst Future Networks, Shenzhen 518055, Peoples R China 3.Beijing Univ Posts & Telecommun, Natl Engn Lab Mobile Network Technol, Beijing 100876, Peoples R China 4.Chinese Acad Sci, Natl Space Sci Ctr, State Key Lab Space Weather, Beijing 100190, Peoples R China 5.Dublin City Univ, Performance Engn Lab, Dublin 9, Ireland 6.Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen 518060, Peoples R China
推荐引用方式 GB/T 7714	Chen, Zihao,Zou, Longhao,Tao, Xiaofeng,et al. EdgeVR360: Edge-Assisted Multiuser-Oriented Intelligent 360-degree Video Delivery Scheme over Wireless Networks[C]. GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND:SPRINGER INTERNATIONAL PUBLISHING AG,2022.