Artificial neural network based modeling on unidirectional and bidirectional pedestrian flow at straight corridors

• Published in: Physica A Vol. 547; p. 123825
• Main Authors: Zhao, Xuedan, Xia, Long, Zhang, Jun, Song, Weiguo
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.06.2020
• Subjects: Artificial neural network; Bidirectional flow; Pedestrian movement modeling; Unidirectional flow; Bidirectional flow; Pedestrian movement modeling; Unidirectional flow; Artificial neural network

Pedestrian modeling is a good way to predict pedestrian movement and thus can be used for controlling pedestrian crowds and guiding evacuations in emergencies. In this paper, we propose a pedestrian movement model based on artificial neural network. In the model, the pedestrian velocity vectors are...