Survey on traffic prediction in smart cities

AM Nagy, V Simon - Pervasive and Mobile Computing, 2018 - Elsevier
The rapid development in machine learning and in the emergence of new data sources
makes it possible to examine and predict traffic conditions in smart cities more accurately …

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 …

[HTML][HTML] Automated vehicle-involved traffic flow studies: A survey of assumptions, models, speculations, and perspectives

H Yu, R Jiang, Z He, Z Zheng, L Li, R Liu… - … research part C: emerging …, 2021 - Elsevier
Automated vehicles (AVs) are widely considered to play a crucial role in future transportation
systems because of their speculated capabilities in improving road safety, saving energy …

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 …

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 …

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 …

Towards a mathematical theory of behavioral human crowds

N Bellomo, L Gibelli, A Quaini, A Reali - Mathematical Models and …, 2022 - World Scientific
The first part of our paper presents a general survey on the modeling, analytic problems, and
applications of the dynamics of human crowds, where the specific features of living systems …

[图书][B] Multiscale modeling of pedestrian dynamics

E Cristiani, B Piccoli, A Tosin - 2014 - books.google.com
This book presents mathematical models and numerical simulations of crowd dynamics. The
core topic is the development of a new multiscale paradigm, which bridges the microscopic …

[HTML][HTML] Genealogy of traffic flow models

F van Wageningen-Kessels, H Van Lint, K Vuik… - EURO Journal on …, 2015 - Elsevier
An historical overview of the development of traffic flow models is proposed in the form of a
model tree. The model tree shows the genealogy of four families: the fundamental relation …

Pedestrian models for autonomous driving part ii: high-level models of human behavior

F Camara, N Bellotto, S Cosar, F Weber… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Autonomous vehicles (AVs) must share space with pedestrians, both in carriageway cases
such as cars at pedestrian crossings and off-carriageway cases such as delivery vehicles …