Simulation of cross-pedestrian flow in intersection based on direction fuzzy visual field

被引:0
|
作者
Li, Shiwei [1 ]
Li, Qianqian [1 ]
Xu, Jiao [1 ]
Zhang, Yuzhao [1 ]
机构
[1] Lanzhou Jiaotong Univ, Sch Traff & Transportat, Lanzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
cellular automata; fuzzy systems; pedestrians; simulation; COLLECTIVE BEHAVIOR; CELLULAR-AUTOMATON; EVACUATION; MODEL; DYNAMICS;
D O I
10.1049/itr2.12486
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Pedestrian flow refers to the spatiotemporal distribution of people moving in a defined area. At crosswalks, pedestrian dynamics exhibit complex self-organization patterns resulting from interactions between individuals. This paper proposes a novel crosswalk pedestrian flow model based on the concept of directional fuzzy visual field (DFVF) to capture pedestrian heterogeneity. The DFVF defines fuzzy distributions of personal space and information processing capabilities, enabling improved representation of diversity compared to previous models. Incorporating k-nearest neighbour rules in the DFVF pedestrian network topology also better mimics real-world interactions. Using a cellular automata framework, pedestrian self-organization effects like stratification and bottleneck oscillation are simulated at intersections. The model replicates empirically observed dynamics of density, velocity, and evacuation time. Results demonstrate that controlling pedestrian conflicts can effectively enhance crosswalk flow efficiency. This research introduces new techniques for simulating pedestrian psychology and behaviour, providing a valuable contribution to pedestrian flow theory and supporting crosswalk design optimization. The study found that the movement efficiency of cross pedestrian flow can effectively improve by controlling the pedestrian conflict in the crossing region. image
引用
收藏
页码:1045 / 1067
页数:23
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