Toward Enabling Next-Generation Societal Virtual Reality Applications for Virtual Human Teleportation: A novel future system concept and computation-communication-signal representation trade-offs

被引:9
作者
Chakareski, Jacob [1 ,2 ]
Khan, Mahmudur [3 ,4 ]
Yuksel, Murat [5 ,6 ]
机构
[1] New Jersey Inst Technol, Coll Comp, Newark, NJ 07103 USA
[2] New Jersey Inst Technol, Panasonic Chair Sustainabil, Artificial Intelligence Enabled Lab, Newark, NJ 07103 USA
[3] New Jersey Inst Technol, Newark, NJ 07103 USA
[4] York Coll Penn, York, PA 17403 USA
[5] Univ Cent Florida UCF, Elect & Comp Engn Dept, Orlando, FL 32816 USA
[6] Univ Nevada, Comp Sci & Engn Dept, Reno, NV 89557 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
Navigation; Virtual reality; Teleportation; Signal representation; Next generation networking; Social factors; Social implications of technology; VIDEO;
D O I
10.1109/MSP.2022.3151612
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Virtual reality (VR) is an emerging technology of great societal potential. Some of its most exciting and promising use cases include remote scene content and untethered lifelike navigation. This article first highlights the relevance of such future societal applications and the challenges ahead toward enabling them. It then provides a broad and contextual high-level perspective of several emerging technologies and unconventional techniques and argues that only by their synergistic integration can the fundamental performance bottlenecks of hyperintensive computation, ultrahigh data rate, and ultralow latency be overcome to enable untethered and lifelike VR-based remote scene immersion. A novel future system concept is introduced that embodies this holistic integration, unified with a rigorous analysis, to capture the fundamental synergies and interplay among communications, computation, and scalable signal representation that arises in this context, and advance its performance. Several representative results highlighting these tradeoffs and the benefits of the envisioned system are presented at the end.
引用
收藏
页码:22 / 41
页数:20
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