A State‐of‐the‐Art Review on Empirical Data Collection for External Governed Pedestrians Complex Movement

X Shi, Z Ye, N Shiwakoti… - Journal of Advanced …, 2018 - Wiley Online Library
Complex movement patterns of pedestrian traffic, ranging from unidirectional to
multidirectional flows, are frequently observed in major public infrastructure such as …

Cellular automaton model with turning behavior in crowd evacuation

D Miyagawa, G Ichinose - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
Effective evacuation policies in emergency situations are important to save lives. To develop
such policies, simulation models based on cellular automata have been used for crowd …

Body-rotation behavior of pedestrians for collision avoidance in passing and cross flow

H Yamamoto, D Yanagisawa, C Feliciani… - … research part B …, 2019 - Elsevier
This study investigated the body-rotation behavior adopted by pedestrians to avoid others
while moving in congested areas. In such scenarios, body orientation often differs from …

An agent-based model for staircase evacuation considering agent's rotational behavior

Y Bao, F Huo - Physica A: Statistical Mechanics and its Applications, 2021 - Elsevier
Staircase is the major vertical evacuation route in high-rise building during emergent
situation, such as when fire or earthquake occurs. Thus it is critical to understand pedestrian …

Forecaster as a simulator: Simulating multi-directional pedestrian flow with knowledge-guided Graph Neural Networks

B Zhang, J Xu, CZT Xie, S Lo, B Zhu, TQ Tang… - Computers & Industrial …, 2024 - Elsevier
Crowd dynamics, particularly within multi-directional pedestrian flows, present a complex
system that has been a focal point in simulation studies due to its intricate complexity. In …

Behavioural characteristics influencing walking speed of pedestrians over elevated facilities: A case study of India

A Banerjee, S Das, AK Maurya - Transport policy, 2024 - Elsevier
Walking speed is an essential parameter used in determining pedestrians' walking
behavioural characteristics, the performance of a pedestrian facility, the capacity of the …

Modeling handicapped pedestrians considering physical characteristics using cellular automaton

J Kim, C Ahn, S Lee - Physica A: Statistical Mechanics and its Applications, 2018 - Elsevier
In disaster situations, the evacuation of pedestrians is very important. In particular,
handicapped pedestrians experience difficulties in evacuation situations because they …

Visual analytics of route recommendation for tourist evacuation based on graph neural network

L Zhang, J Xu, X Pan, J Ye, W Wang, Y Liu, Q Wei - Scientific Reports, 2023 - nature.com
The overcrowding of scenic spots not only threatens tourists' safety but also affects the travel
experience. Traditional methods for addressing tourist overload have involved limited …

Effect of dangerous source on evacuation dynamics in pedestrian counter flow

X Li, Z Geng, H Kuang, X Bai, Y Fan - Physica A: Statistical Mechanics and …, 2019 - Elsevier
The modeling of evacuation dynamics under a sudden dangerous source is an important
and interesting topic in pedestrian counter flow. In this paper, an extended cellular automata …

Quantitative measurement of social repulsive force in pedestrian movements based on physiological responses

Y Zhao, T Lu, W Su, P Wu, L Fu, M Li - Transportation research part B …, 2019 - Elsevier
The pedestrian movement in the crowds is a paradigmatic example of collective motion
where social interactions play an important role. The psychological behaviors of pedestrians …