Parallel Sensing in Metaverses: Virtual-Real Interactive Smart Systems for "6S" Sensing
Shen, Yu1; Liu, Yuhang1; Tian, Yonglin2; Na, Xiaoxiang3
发表期刊IEEE-CAA JOURNAL OF AUTOMATICA SINICA
ISSN2329-9266
2022-12-01
卷号9期号:12页码:2047-2054
通讯作者Na, Xiaoxiang(xnhn2@cam.ac.uk)
摘要Briefing: In the construction of Metaverses, sensors that are referred to as the "bridge of information transmission ", play a key role. The functionality and efficiency of today's sensors, which operate in a manner similar to physical sensing, are frequently constrained by their hardware and software. In this research, we proposed the Parallel Sensing framework, which includes background, concept, basic methods and typical application of parallel sensing. In our formulation, sensors are redefined as the integration of real physical sensors and virtual software-defined sensors based on parallel intelligence, in order to boost the performance of the sensors. Each sensor will have a parallel counterpart in the virtual world within the framework of parallel sensing. Digital sensors serve as the brain of sensors and maintain the same properties as physical sensors. Parallel sensing allows physical sensors to operate in discrete time periods to conserve energy, while cloud-based descriptive, predictive, and prescriptive sensors operate continuously to offer compensation data and serve as guardians. To better illustrate parallel sensing concept, we show some example applications of parallel sensing such as parallel vision, parallel point cloud and parallel light fields, both of which are designed by construct virtual sensors to extend small real data to virtual big data and then boost the performance of perception models. Experimental results demonstrate the effective of parallel sensing framework. The interaction between the real and virtual worlds enables sensors to operate actively, allowing them to intelligently adapt to various scenarios and ultimately attain the goal of "Cognitive, Parallel, Crypto, Federated, Social and Ecologic " 6S sensing.
关键词Parallel Sensing Parallel Intelligence CPSS Metaverses Virtual and Real Interaction "6S" Sensing
DOI10.1109/JAS.2022.106115
关键词[WOS]GUEST EDITORIAL ; SPECIAL-ISSUE ; SCENES
收录类别SCI
语种英语
资助项目National Key R&D Program of China[2018AAA0101502] ; Science and Technology Project of SGCC (State Grid Corporation of China): Fundamental Theory of Human-in-the-Loop Hybrid-Augmented Intelligence for Power Grid Dispatch and Control
项目资助者National Key R&D Program of China ; Science and Technology Project of SGCC (State Grid Corporation of China): Fundamental Theory of Human-in-the-Loop Hybrid-Augmented Intelligence for Power Grid Dispatch and Control
WOS研究方向Automation & Control Systems
WOS类目Automation & Control Systems
WOS记录号WOS:000894969600003
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
被引频次:19[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/51318
专题复杂系统管理与控制国家重点实验室_平行智能技术与系统团队
通讯作者Na, Xiaoxiang
作者单位1.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100190, Peoples R China
2.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
3.Univ Cambridge, Dept Engn, Trumpington St, Cambridge CB2 1PZ, England
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GB/T 7714
Shen, Yu,Liu, Yuhang,Tian, Yonglin,et al. Parallel Sensing in Metaverses: Virtual-Real Interactive Smart Systems for "6S" Sensing[J]. IEEE-CAA JOURNAL OF AUTOMATICA SINICA,2022,9(12):2047-2054.
APA Shen, Yu,Liu, Yuhang,Tian, Yonglin,&Na, Xiaoxiang.(2022).Parallel Sensing in Metaverses: Virtual-Real Interactive Smart Systems for "6S" Sensing.IEEE-CAA JOURNAL OF AUTOMATICA SINICA,9(12),2047-2054.
MLA Shen, Yu,et al."Parallel Sensing in Metaverses: Virtual-Real Interactive Smart Systems for "6S" Sensing".IEEE-CAA JOURNAL OF AUTOMATICA SINICA 9.12(2022):2047-2054.
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