Physics of human crowds

A Corbetta, F Toschi - Annual Review of Condensed Matter …, 2023 - annualreviews.org
Understanding the behavior of human crowds is a key step toward a safer society and more
livable cities. Despite the individual variability and will of single individuals, human crowds …

Review of pedestrian trajectory prediction methods: Comparing deep learning and knowledge-based approaches

R Korbmacher, A Tordeux - IEEE Transactions on Intelligent …, 2022 - ieeexplore.ieee.org
In crowd scenarios, predicting trajectories of pedestrians is a complex and challenging task
depending on many external factors. The topology of the scene and the interactions …

Vehicular traffic, crowds, and swarms: From kinetic theory and multiscale methods to applications and research perspectives

G Albi, N Bellomo, L Fermo, SY Ha, J Kim… - … Models and Methods …, 2019 - World Scientific
This paper presents a review and critical analysis on the modeling of the dynamics of
vehicular traffic, human crowds and swarms seen as living and, hence, complex systems. It …

[HTML][HTML] Data collection methods for studying pedestrian behaviour: A systematic review

Y Feng, D Duives, W Daamen, S Hoogendoorn - Building and Environment, 2021 - Elsevier
Collecting pedestrian behaviour data is vital to understand pedestrian behaviour. This
systematic review of 147 studies aims to determine the capability of contemporary data …

Crowd behaviour and motion: Empirical methods

M Haghani, M Sarvi - Transportation research part B: methodological, 2018 - Elsevier
Introduction The safety of humans in crowded environments has been recognised as an
important and rapidly growing research area with significant implications for urban planning …

A path planning approach for crowd evacuation in buildings based on improved artificial bee colony algorithm

H Liu, B Xu, D Lu, G Zhang - Applied Soft Computing, 2018 - Elsevier
This paper proposes a new path planning approach for emergency evacuation simulation.
This technique combines the Extended Social Force Model (ESFM) and the Improved …

A review of cellular automata models for crowd evacuation

Y Li, M Chen, Z Dou, X Zheng, Y Cheng… - Physica A: Statistical …, 2019 - Elsevier
With the increasing of risk potential in crowded places, evacuation management becomes
practically important to ensure the safety of crowds. The studies of crowd evacuation in …

The walking behaviour of pedestrian social groups and its impact on crowd dynamics

M Moussaïd, N Perozo, S Garnier, D Helbing… - PloS one, 2010 - journals.plos.org
Human crowd motion is mainly driven by self-organized processes based on local
interactions among pedestrians. While most studies of crowd behaviour consider only …

Dynamics of crowd disasters: An empirical study

D Helbing, A Johansson, HZ Al-Abideen - Physical Review E—Statistical …, 2007 - APS
Many observations of the dynamics of pedestrian crowds, including various self-organization
phenomena, have been successfully described by simple many-particle models. For ethical …

Pedestrian, crowd, and evacuation dynamics

D Helbing, A Johansson - arxiv preprint arxiv:1309.1609, 2013 - arxiv.org
This contribution describes efforts to model the behavior of individual pedestrians and their
interactions in crowds, which generate certain kinds of self-organized patterns of motion …