Short-term passenger flow forecast for urban rail transit based on multi-source data

W Li, L Sui, M Zhou, H Dong - EURASIP Journal on Wireless …, 2021 - Springer
Short-term passenger flow prediction in urban rail transit plays an important role because it
in-forms decision-making on operation scheduling. However, passenger flow prediction is …

Fire propagation-driven dynamic intelligent evacuation model in multifloor hybrid buildings

N Li, G Huang, H Jiang, X Gao, L Zhou - Advanced Engineering Informatics, 2023 - Elsevier
Modern multifloor hybrid (MFH) buildings usually have complex structures and intense
closeness, significantly increasing difficulties for the safe evacuation of people in the event …

A novel semi-supervised learning approach to pedestrian reidentification

H Han, W Ma, MC Zhou, Q Guo… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
One of the important Internet-of-Things applications is to use image and video to realize
automatic people monitoring, surveillance, tracking, and reidentification (Re-ID). Despite …

Crowd emotion evaluation based on fuzzy inference of arousal and valence

X Zhang, X Yang, W Zhang, G Li, H Yu - Neurocomputing, 2021 - Elsevier
Crowd behavior analysis is an important research topic in the field of video surveillance and
public safety management. Crowd emotion has a strong relation with the crowd behavior …

Modeling and simulation of crowd evacuation with signs at subway platform: A case study of Beijing subway stations

M Zhou, H Dong, X Wang, X Hu… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Emergency signage systems provide effective route guidance and evacuation information
for pedestrians in case of emergencies such as fire, blackout, and explosion. This paper …

Novel workload-aware approach to mobile user reallocation in crowded mobile edge computing environment

X Xiao, Y Ma, Y Xia, MC Zhou, X Luo… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
A mobile edge computing (MEC) paradgim is evolving as an increasingly popular means for
developing and deploying smart-city-oriented applications. MEC servers can receive a great …

Hybrid model for predicting anomalous large passenger flow in urban metros

Z Zheng, X Ling, P Wang, J Xiao… - IET Intelligent Transport …, 2020 - Wiley Online Library
Machine learning models have been widely adopted for passenger flow prediction in urban
metros; however, the authors find machine learning models may underperform under …

Robot-aided human evacuation optimal path planning for fire drill in buildings

K Sriniketh, AV Le, RE Mohan, BJ Sheu… - Journal of Building …, 2023 - Elsevier
Human evacuation during an emergency in high-rise buildings is a life-risking task and has
to be performed in the least possible time. With the advancements in robotics, deploying …

Variable guiding strategies in multi-exits evacuation: Pursuing balanced pedestrian densities

H Ren, Y Yan, F Gao - Applied Mathematics and Computation, 2021 - Elsevier
Evacuation assistants and their guiding strategies play an important role in the multi-exits
pedestrian evacuation. To investigate the effects of guiding strategies on evacuation …

[HTML][HTML] Linear and nonlinear Model Predictive Control (MPC) for regulating pedestrian flows with discrete speed instructions

MA Lopez-Carmona, AP Garcia - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
Airports, shopping malls, stadiums, and large venues in general, can become congested
and chaotic at peak times or in emergency situations. Linear Model Predictive Control (MPC) …