Parallel Sensing in Metaverses: Virtual-Real Interactive Smart Systems for "6S" Sensing
文献类型：期刊论文
| 作者 | Shen, Yu3 ; Liu, Yuhang3; Tian, Yonglin2; Na, Xiaoxiang1
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| 刊名 | IEEE-CAA JOURNAL OF AUTOMATICA SINICA
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| 出版日期 | 2022-12-01 |
| 卷号 | 9期号:12页码:2047-2054 |
| 关键词 | Parallel Sensing Parallel Intelligence CPSS Metaverses Virtual and Real Interaction "6S" Sensing |
| ISSN号 | 2329-9266 |
| DOI | 10.1109/JAS.2022.106115 |
| 通讯作者 | Na, Xiaoxiang(xnhn2@cam.ac.uk) |
| 英文摘要 | 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. |
| WOS关键词 | GUEST EDITORIAL ; SPECIAL-ISSUE ; SCENES |
| 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 |
| WOS研究方向 | Automation & Control Systems |
| 语种 | 英语 |
| WOS记录号 | WOS:000894969600003 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 资助机构 | 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 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/51317]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 通讯作者 | Na, Xiaoxiang |
| 作者单位 | 1.Univ Cambridge, Dept Engn, Trumpington St, Cambridge CB2 1PZ, England 2.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 3.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100190, Peoples R China |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：自动化研究所
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