Modelling Unidirectional Crowd Motion in a Corridor with Statistical Characteristics of Pedestrian Movements
Joint Authors
Wang, Wei
Hua, Xuedong
Chen, Tan
Tu, Yu
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-06-30
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Lattice gas model is a kind of mature and convenient pedestrian simulation model.
The original lattice gas model adopts discontinuous step length and finite moving directions to simulate crowd motion, which will lead to some unreasonable movements; besides, the transition probability used in this model is often manually designed and lacks the verification of realistic pedestrian trajectories.
Based on an open pedestrian trajectory dataset, we first derived the relationship between local density and the distribution of pedestrian movements’ length and then proposed an extended lattice gas model considering the statistical characteristics of pedestrian movements, which extends the concept of transition probability in the original lattice gas model to distribution of pedestrian movements’ length in two perpendicular directions.
The proposed model is applied to a scenario which is the same as the experiments of the open dataset, and the numerical results demonstrate that the proposed model can reproduce the fundamental diagrams and the transition probability of the experimental dataset well.
This study is helpful to understand the statistical characteristics of pedestrian movements and can improve the applicability and accuracy of the lattice gas model.
American Psychological Association (APA)
Chen, Tan& Wang, Wei& Tu, Yu& Hua, Xuedong. 2020. Modelling Unidirectional Crowd Motion in a Corridor with Statistical Characteristics of Pedestrian Movements. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1198028
Modern Language Association (MLA)
Chen, Tan…[et al.]. Modelling Unidirectional Crowd Motion in a Corridor with Statistical Characteristics of Pedestrian Movements. Mathematical Problems in Engineering No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1198028
American Medical Association (AMA)
Chen, Tan& Wang, Wei& Tu, Yu& Hua, Xuedong. Modelling Unidirectional Crowd Motion in a Corridor with Statistical Characteristics of Pedestrian Movements. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1198028
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1198028