iabacus: A wi-fi-based automatic bus passenger counting system

M Nitti, F Pinna, L Pintor, V Pilloni, B Barabino - Energies, 2020 - mdpi.com
Since the early stages of the Internet-of-Things (IoT), one of the application scenarios that
have been affected the most by this new paradigm is mobility. Smart Cities have greatly …

Sensing technologies for crowd management, adaptation, and information dissemination in public transportation systems: A review

D Darsena, G Gelli, I Iudice, F Verde - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
Management of crowd information in public transportation (PT) systems is crucial, both to
foster sustainable mobility, by increasing the user's comfort and satisfaction during normal …

Empirical study on the accuracy and precision of automatic passenger counting in European bus services

A Olivo, G Maternini, B Barabino - The Open Transportation …, 2019 - benthamopen.com
Background: An Automatic Passenger Counting system represents a powerful resource for
an efficient operational planning of public transport companies, but it gives rise to several …

Artificial intelligence aided crowd analytics in rail transit station

Y Zhu, K Ni, X Li, A Zaman, X Liu… - Transportation research …, 2024 - journals.sagepub.com
Crowd analysis and management is a key area of study for transit agencies seeking to
optimize their operations and to facilitate safety risk management activities. Key features of …

Time reliability measures in bus transport services from the accurate use of automatic vehicle location raw data

B Barabino, M Di Francesco… - Quality and Reliability …, 2017 - Wiley Online Library
Archived automatic vehicle location (AVL) data are widely used in bus transportation, but
typically contain anomalies, such as missing data points and unseen bus overtakings. These …

Enabling IOT-enhanced transportation systems using the NGSI protocol

G Bouloukakis, C Zeginis, N Papadakis… - Proceedings of the 12th …, 2022 - dl.acm.org
This paper presents a model-based approach to facilitate the development of IoT
applications in Transportation Systems. Existing public transportation services are provided …

An offline framework for handling automatic passenger counting raw data

B Barabino, M Di Francesco… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Knowledge of ridership data on bus routes is pivotal for the quality and efficient operational
planning of public transport companies. Automatic passenger counting (APC) can represent …

Passenger Perceptions, Information Preferences, and Usability of Crowding Visualizations on Public Displays in Transit Stations and Vehicles

L Zhang-Kennedy, S Aziz, O Oluwadare, L Pan… - Proceedings of the …, 2023 - dl.acm.org
Large crowds in public transit stations and vehicles introduce obstacles for wayfinding,
hygiene, and physical distancing. Public displays that currently provide on-site transit …

A Low-Cost Bidirectional People Counter Device for Assisting Social Distancing Monitoring for COVID-19

RL dos Santos, HC de Oliveira, MC de Almeida… - Journal of Control …, 2022 - Springer
Accurately estimating the number of people is a useful information to monitor the occupancy
level of spaces due to the COVID-19 pandemic in order to keep social distancing …

Comparison of WLAN probe and light sensor-based estimators of bus occupancy using live deployment data

T Madsen, HP Schwefel, L Mikkelsen, A Burggraf - Sensors, 2022 - mdpi.com
Bus company operators are interested in obtaining knowledge about the number of
passengers on their buses—preferably doing so at low deployment costs and in an …