Human mobility: Models and applications

H Barbosa, M Barthelemy, G Ghoshal, CR James… - Physics Reports, 2018 - Elsevier
Recent years have witnessed an explosion of extensive geolocated datasets related to
human movement, enabling scientists to quantitatively study individual and collective …

State-of-the-art crowd motion simulation models

DC Duives, W Daamen, SP Hoogendoorn - Transportation research part C …, 2013 - Elsevier
Currently, pedestrian simulation models are used to predict where, when and why
hazardous high density crowd movements arise. However, it is questionable whether …

[PDF][PDF] PLEdestrians: A Least-Effort Approach to Crowd Simulation.

SJ Guy, J Chhugani, S Curtis, P Dubey… - … on computer animation, 2010 - diglib.eg.org
We present a new algorithm for simulating large-scale crowds at interactive rates based on
the Principle of Least Effort. Our approach uses an optimization method to compute a …

Physics-infused machine learning for crowd simulation

G Zhang, Z Yu, D Jin, Y Li - Proceedings of the 28th ACM SIGKDD …, 2022 - dl.acm.org
Crowd simulation acts as the basic component in traffic management, urban planning, and
emergency management. Most existing approaches use physics-based models due to their …

Modelling negative interactions among pedestrians in high density situations

S Bandini, M Mondini, G Vizzari - Transportation research part C: emerging …, 2014 - Elsevier
Situations characterised by the presence of a high density of pedestrians involved in
negative interactions (eg flows in opposite directions) often represent a problematic scenario …

Social physics informed diffusion model for crowd simulation

H Chen, J Ding, Y Li, Y Wang, XP Zhang - Proceedings of the AAAI …, 2024 - ojs.aaai.org
Crowd simulation holds crucial applications in various domains, such as urban planning,
architectural design, and traffic arrangement. In recent years, physics-informed machine …

Review of modelling and simulating crowds at mass gathering events: Hajj as a case study

A Owaidah, D Olaru, M Bennamoun, F Sohel… - Journal of Artificial …, 2019 - jasss.org
Abstract The Hajj is an Islamic pilgrimage that involves four main holy sites in Makkah, Saudi
Arabia. As the number of participants (pilgrims) attending these events has been increasing …

A bi-directional agent-based pedestrian microscopic model

M Hussein, T Sayed - Transportmetrica A: Transport Science, 2017 - Taylor & Francis
This paper describes the development of a pedestrian microsimulation model that was
developed based on the agent based modeling approach, which effectively accounts for the …

Cellular-assisted device-to-device communications for healthcare monitoring wireless body area networks

PY Kong - IEEE Sensors Journal, 2020 - ieeexplore.ieee.org
We envisage each person will wear an individual wireless body area network (WBAN) for
healthcare monitoring. Two WBANs in proximity may collide. Such WBAN collisions can …

[HTML][HTML] Modeling spatial patterns in a moving crowd of people using data-driven approach—A concept of Interplay Floor Field

J Porzycki, J Wąs - Safety science, 2023 - Elsevier
On the basis of data-driven methodology, especially velocity correlations of pedestrians
moving in a crowd, we have proposed a new model of pedestrian dynamics with an easy …