Knowledge Commons of Institute of Automation,CAS
Decentralized Autonomous Operations and Organizations in TransVerse: Federated Intelligence for Smart Mobility | |
Zhao, Chen1,2![]() ![]() ![]() ![]() | |
发表期刊 | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
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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) |
DOI | 10.1109/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 |
是否有论文关联数据集需要存交 | 否 |
引用统计 | |
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 |
推荐引用方式 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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