Parallel Internet of Vehicles: ACP-Based System Architecture and Behavioral Modeling | |
Wang, Xiao1,2,3; Han, Shuangshuang1,2,3; Yang, Linyao1,4; Yao, Tingting1,2,3; Li, Lingxi5 | |
发表期刊 | IEEE INTERNET OF THINGS JOURNAL |
ISSN | 2327-4662 |
2020-05-01 | |
卷号 | 7期号:5页码:3735-3746 |
摘要 | Vehicles in Internet of Vehicles (IoV) exchange information about location, environment, infotainment, as well as social information with other units via vehicular communication networks. This makes IoV with key social entities in the human-vehicle-infrastructure-roadside units (RSUs) as integrated intelligent transportation systems. Therefore, by identifying the cyber-physical-social features of IoV and presenting its complexity issues of both engineering and social dimensions, this article proposes and introduces the concept, architecture, and applications of parallel IoV (PIoV). Three main components of PIoV are demonstrated, which are artificial IoV to learn and describe the physical IoV, computation experiments to evaluate and predict the consequences and values of driving strategies, and parallel execution to prescribe the operation of the physical IoV. PIoV makes it possible to achieve safe, smart, effective, and efficient transportation management and control. The final objective of PIoV is to equip IoV with descriptive, predictive, and prescriptive intelligence based on the parallel intelligence approach. |
关键词 | Cyber-physical-social system (CPSS) parallel intelligence parallel Internet of Vehicles (PIoV) |
DOI | 10.1109/JIOT.2020.2969693 |
关键词[WOS] | OF-THE-ART ; SOCIAL-SYSTEMS ; DISSEMINATION ; SOCIETIES ; PARADIGM |
收录类别 | SCI |
语种 | 英语 |
资助项目 | National Natural Science Foundation of China[61702519] ; Young Elite Scientists Sponsorship Program of China Association of Science and Technology[2017QNRC001] ; Intel Collaborative Research Institute for Intelligent and Automated Connected Vehicles ; National Key Research and Development Program of China[2018AAA0101502] ; Beijing Municipal Science and Technology Commission[Z181100008918007] |
项目资助者 | National Natural Science Foundation of China ; Young Elite Scientists Sponsorship Program of China Association of Science and Technology ; Intel Collaborative Research Institute for Intelligent and Automated Connected Vehicles ; National Key Research and Development Program of China ; Beijing Municipal Science and Technology Commission |
WOS研究方向 | Computer Science ; Engineering ; Telecommunications |
WOS类目 | Computer Science, Information Systems ; Engineering, Electrical & Electronic ; Telecommunications |
WOS记录号 | WOS:000536066300006 |
出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/39563 |
专题 | 类脑智能研究中心 |
通讯作者 | Han, Shuangshuang |
作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.Qingdao Acad Intelligent Ind, Innovat Ctr Parallel Intelligence Technol, Qingdao 266000, Shandong, Peoples R China 3.Waytous Inc, Inst Technol, Qingdao 266000, Peoples R China 4.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China 5.Indiana Univ Purdue Univ, Dept Elect & Comp Engn, Indianapolis, IN 46202 USA |
第一作者单位 | 中国科学院自动化研究所 |
通讯作者单位 | 中国科学院自动化研究所 |
推荐引用方式 GB/T 7714 | Wang, Xiao,Han, Shuangshuang,Yang, Linyao,et al. Parallel Internet of Vehicles: ACP-Based System Architecture and Behavioral Modeling[J]. IEEE INTERNET OF THINGS JOURNAL,2020,7(5):3735-3746. |
APA | Wang, Xiao,Han, Shuangshuang,Yang, Linyao,Yao, Tingting,&Li, Lingxi.(2020).Parallel Internet of Vehicles: ACP-Based System Architecture and Behavioral Modeling.IEEE INTERNET OF THINGS JOURNAL,7(5),3735-3746. |
MLA | Wang, Xiao,et al."Parallel Internet of Vehicles: ACP-Based System Architecture and Behavioral Modeling".IEEE INTERNET OF THINGS JOURNAL 7.5(2020):3735-3746. |
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