Crowd Sensing Intelligence for ITS: Participants, Methods, and Stages

doi:10.1109/TIV.2023.3284046

	Crowd Sensing Intelligence for ITS: Participants, Methods, and Stages
	Zhao, Yong 1,2; Hu, Cong 1,2; Zhu, Zhengqiu 1,2; Qiu, Sihang 1,2; Chen, Bin1,2 ; Jiao, Peng 1,2; Wang, Fei-Yue3
发表期刊	IEEE TRANSACTIONS ON INTELLIGENT VEHICLES
ISSN	2379-8858
	2023-06-01
卷号	8 期号:6 页码:3541-3546
通讯作者	Jiao, Peng(crocus201@163.com) ; Wang, Fei-Yue(feiyue@ieee.org)
摘要	The construction of transportation 5.0 or the so-called society-centered intelligent transportation systems (ITS) has aroused higher requirements for the intelligent sensing capability to seamlessly integrate Cyber-Physical-Social Systems (CPSS). Crowd Sensing Intelligence (CSI), as a promising paradigm, leverages the collective intelligence of heterogeneous sensing resources to gather data and information from CPSS. Our first Distributed/Decentralized Hybrid Workshop on Crowd Sensing Intelligence (DHW-CSI) has been focused on principles and high-level processes of organizing and operating CSI. This letter reports the discussion results of the second DHW-CSI addressing the participants, methods, and stages of CSI for ITS. We categorized sensing participants into three kinds, i.e., biological, digital, and robotic. Then we summarized three methods to enable sensing intelligence, i.e., foundation models, scenarios engineering, and human-oriented operating systems. Finally, we anticipated that the progression of CSI will experience three stages, from algorithmic intelligence to linguistic intelligence, and eventually to imaginative intelligence.
关键词	Crowd sensing intelligence intelligence transportation systems cyber-physical-social systems
DOI	10.1109/TIV.2023.3284046
关键词[WOS]	PARALLEL ; FRAMEWORK ; CHATGPT ; ORGANIZATIONS ; METAVERSES ; OPERATIONS ; VEHICLES ; SYSTEMS
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[62202477] ; National Natural Science Foundation of China[62173337] ; National Natural Science Foundation of China[21808181] ; National Natural Science Foundation of China[72071207] ; Humanity and Social Science Youth Foundation of Ministry of Education of China[19YJCZH073]
项目资助者	National Natural Science Foundation of China ; Humanity and Social Science Youth Foundation of Ministry of Education of China
WOS研究方向	Computer Science ; Engineering ; Transportation
WOS类目	Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic ; Transportation Science & Technology
WOS记录号	WOS:001033547600005
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：5[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/173211/53883
专题	多模态人工智能系统全国重点实验室
通讯作者	Jiao, Peng; Wang, Fei-Yue
作者单位	1.Natl Univ Def Technol, Coll Syst Engn, Changsha 410073, Hunan, Peoples R China 2.Hunan Inst Adv Technol, Changsha 410073, Hunan, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
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	Zhao, Yong,Hu, Cong,Zhu, Zhengqiu,et al. Crowd Sensing Intelligence for ITS: Participants, Methods, and Stages[J]. IEEE TRANSACTIONS ON INTELLIGENT VEHICLES,2023,8(6):3541-3546.
APA	Zhao, Yong.,Hu, Cong.,Zhu, Zhengqiu.,Qiu, Sihang.,Chen, Bin.,...&Wang, Fei-Yue.(2023).Crowd Sensing Intelligence for ITS: Participants, Methods, and Stages.IEEE TRANSACTIONS ON INTELLIGENT VEHICLES,8(6),3541-3546.
MLA	Zhao, Yong,et al."Crowd Sensing Intelligence for ITS: Participants, Methods, and Stages".IEEE TRANSACTIONS ON INTELLIGENT VEHICLES 8.6(2023):3541-3546.