CASIA OpenIR
Field observations and modeling of waiting pedestrian at subway platform
Zhou, Min1; Dong, Hairong1; Wang, Fei-Yue2,3; Zhao, Yanbo4; Gao, Shigen1; Ning, Bin1
Source PublicationINFORMATION SCIENCES
ISSN0020-0255
2019-12-01
Volume504Pages:136-160
Corresponding AuthorDong, Hairong(hrdong_pcm@outlook.com)
AbstractAs a common human activity in subway platform, waiting occupies a large amount of pedestrians' time and plays an important role in the aggregation, circulation and segregation of pedestrian flows. In order to explore the behaviors and characteristics of waiting pedestrians and their effects on walking behavior of passing pedestrians, we carry out an investigation at two major Beijing's subway stations to collect the data of pedestrians at subway platforms by using field observations and video recordings. The extension of fuzzy logic based models, incorporating with the behavioral heuristic rules, are proposed to investigate pedestrian's waiting behaviors based on the waiting modes at subway platform. In addition, the effects of varied environments including train arrival and density variety on pedestrian's perception are taken into account in the modeling process. Simulations on real life scenarios of a major Beijing subway station are implemented to validate and calibrate the proposed models by contrasting the simulation results with the collected field data. The effectiveness of the proposed models is also demonstrated. Finally, the effects of waiting pedestrians with different modes on the dynamics of passing pedestrians are evaluated and quantified by these simulation models. Simulation results show that the waiting pedestrians under different waiting modes have different influences on the delay time, walking speed and turn angle of passing pedestrians, especially under high density level. Our findings can give some recommendations for the organization of pedestrian flows as well as the layout of facilities and waiting zones at subway platforms. (C) 2019 Elsevier Inc. All rights reserved.
KeywordWaiting pedestrian Field observation Mathematical modeling Fuzzy logic Behavioral heuristic Waiting mode
DOI10.1016/j.ins.2019.06.062
WOS KeywordHUMAN-BEHAVIOR ; SIMULATION ; EVACUATION ; DYNAMICS ; STATIONS ; CHOICE
Indexed BySCI
Language英语
Funding ProjectFundamental Research Funds for Central Universities[2019JBM079] ; Fundamental Research Funds for Central Universities[2019JBM079]
Funding OrganizationFundamental Research Funds for Central Universities
WOS Research AreaComputer Science
WOS SubjectComputer Science, Information Systems
WOS IDWOS:000483636900009
PublisherELSEVIER SCIENCE INC
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/27267
Collection中国科学院自动化研究所
Corresponding AuthorDong, Hairong
Affiliation1.Beijing Jiaotong Univ, State Key Lab Rail Traff Control & Safety, Beijing 100044, Peoples R China
2.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Inst Automat, Beijing 100190, Peoples R China
3.Natl Univ Def Technol, Ctr Mil Computat Expt & Parallel Syst Technol, Changsha 410073, Hunan, Peoples R China
4.Univ Southern Calif, Dept Elect Engn, Los Angeles, CA 90089 USA
Recommended Citation
GB/T 7714
Zhou, Min,Dong, Hairong,Wang, Fei-Yue,et al. Field observations and modeling of waiting pedestrian at subway platform[J]. INFORMATION SCIENCES,2019,504:136-160.
APA Zhou, Min,Dong, Hairong,Wang, Fei-Yue,Zhao, Yanbo,Gao, Shigen,&Ning, Bin.(2019).Field observations and modeling of waiting pedestrian at subway platform.INFORMATION SCIENCES,504,136-160.
MLA Zhou, Min,et al."Field observations and modeling of waiting pedestrian at subway platform".INFORMATION SCIENCES 504(2019):136-160.
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