Review of pedestrian trajectory prediction methods: Comparing deep learning and knowledge-based approaches
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 …
depending on many external factors. The topology of the scene and the interactions …
Evacuation dynamics: Empirical results, modeling and applications
This extensive review was written for the``Encyclopedia of Complexity and System
Science''(Springer, 2008) and addresses a broad audience ranging from engineers to …
Science''(Springer, 2008) and addresses a broad audience ranging from engineers to …
Cellular automaton model for evacuation process with obstacles
A bidimensional cellular automaton model is used to simulate the process of evacuation of
pedestrians in a room with fixed obstacles. A floor field is defined so that moving to a cell …
pedestrians in a room with fixed obstacles. A floor field is defined so that moving to a cell …
On a mean field game approach modeling congestion and aversion in pedestrian crowds
In this paper we present a new class of pedestrian crowd models based on the mean field
games theory introduced by Lasry and Lions in 2006. This macroscopic approach is based …
games theory introduced by Lasry and Lions in 2006. This macroscopic approach is based …
Traffic instabilities in self-organized pedestrian crowds
In human crowds as well as in many animal societies, local interactions among individuals
often give rise to self-organized collective organizations that offer functional benefits to the …
often give rise to self-organized collective organizations that offer functional benefits to the …
Cellular automaton approach to pedestrian dynamics-theory
A Schadschneider - arxiv preprint cond-mat/0112117, 2001 - arxiv.org
We present a 2-dimensional cellular automaton model for the simulation of pedestrian
dynamics. The model is extremely efficient and allows simulations of large crowds faster …
dynamics. The model is extremely efficient and allows simulations of large crowds faster …
Experimental study of pedestrian counterflow in a corridor
In this work the results of a pedestrian counterflow experiment in a corridor of width 2 m are
presented. 67 participants were divided into two groups with varying relative and absolute …
presented. 67 participants were divided into two groups with varying relative and absolute …
[PDF][PDF] ESCAPES: evacuation simulation with children, authorities, parents, emotions, and social comparison.
In creating an evacuation simulation for training and planning, realistic agents that
reproduce known phenomenon are required. Evacuation simulation in the airport domain …
reproduce known phenomenon are required. Evacuation simulation in the airport domain …
Simulation of pedestrian evacuation in stampedes based on a cellular automaton model
J Yi, S Pan, Q Chen - Simulation Modelling Practice and Theory, 2020 - Elsevier
Human stampedes have been identified as a major hazard that could occur during
pedestrian evacuations around the world. This paper establishes an extended floor field …
pedestrian evacuations around the world. This paper establishes an extended floor field …