Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility
Zhao, Chen1,2; Dai, Xingyuan1,2; Lv, Yisheng1,2; Niu, Jinglong3; Lin, Yilun4
发表期刊IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
2022-12-21
卷号53期号:4页码:2062-2072
摘要

Human and social factors are essential to transportation systems, yet top-down management fails to consider them sufficiently. Consequently, management strategies are not tailored to human needs and are inadequate in providing transportation intelligence. This article investigates a management architecture based on decentralized/distributed autonomous operations/organizations (DAOs) that considers both the technical and societal aspects in our transportation metaverse, TransVerse. This design maps people's transportation needs in physical space to their digital counterparts in cyberspace, utilizing blockchain technology to guarantee the secure exchange of information and ultimately bring about the Internet of Minds (IoM). With the federated intelligence that emerged in IoM, we can devise reliable and prompt traffic decisions by incorporating consensus, community voting, and smart contracts into the organizational, coordination, and execution structure. Details on operational procedures and key technologies are also covered. To demonstrate the efficacy of DAOs-based management, a case study of world model-driven cooperative signal control is provided, indicating its promising application in future transportation management.

关键词Intelligent Transportation Systems (ITS) Artificial Systems, Computational Experiments, Parallel Execution (ACP) Cyber–Physical–Social Systems (CPSS)
DOI10.1109/TSMC.2022.3228914
关键词[WOS]TRANSPORTATION SYSTEMS ; PARALLEL INTELLIGENCE ; KNOWLEDGE AUTOMATION ; DECISION-MAKING ; DIGITAL TWIN
收录类别SCI
语种英语
资助项目National Key Research and Development Program of China[2020YFB2104001] ; National Natural Science Foundation of China[U1811463] ; Science and Technology Development Fund, Macau, SAR[0050/2020/A1]
项目资助者National Key Research and Development Program of China ; National Natural Science Foundation of China ; Science and Technology Development Fund, Macau, SAR
WOS研究方向Automation & Control Systems ; Computer Science
WOS类目Automation & Control Systems ; Computer Science, Cybernetics
WOS记录号WOS:000903474200001
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
七大方向——子方向分类平行管理与控制
国重实验室规划方向分类多智能体决策
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引用统计
被引频次:20[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/173211/51040
专题多模态人工智能系统全国重点实验室_平行智能技术与系统团队
多模态人工智能系统全国重点实验室
通讯作者Dai, Xingyuan
作者单位1.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100049, Peoples R China
2.Chinese Acad Sci, Inst Automation, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
3.North Automat Control Technol Inst, Land Based Unmanned Syst Res & Dev Dept, Taiyuan 030006, Peoples R China
4.Shanghai AI Lab, Urban Comp Res Ctr, Shanghai 200232, Peoples R China
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
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GB/T 7714
Zhao, Chen,Dai, Xingyuan,Lv, Yisheng,et al. Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2022,53(4):2062-2072.
APA Zhao, Chen,Dai, Xingyuan,Lv, Yisheng,Niu, Jinglong,&Lin, Yilun.(2022).Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,53(4),2062-2072.
MLA Zhao, Chen,et al."Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 53.4(2022):2062-2072.
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