arrow_back Smartphone and Inertial Measurement Units data for vehicular transportation analysis
General information
Contributor: Alain Kibangou 0000-0002-8662-2534
Other contributors: Walter Musakwa, Nomfundo Cele, Thembani Moyo, Hassen Fourati
Institution: Univ. Grenoble Alpes, CNRS, Inria, Grenoble-INP, GIPSA-LAB
Description: The "PercepTrans Data" database comprises raw sensor data collected from smartphones and inertial measurement units (IMUs) during 113 transportation trips in Johannesburg and Durban, South Africa. This dataset aims to characterize the movement of vehicles across various transportation modes (car, minibus taxis, bus, ride hailing services). Passengers carrying the sensors had restricted movement, effectively linking the sensor data to the vehicle's motion. The data is intended for analysis of vehicle movement, including assessing driving quality and identifying mismatches between perceived and actual driving performance.
Readme file
Archive file 1 download
inventory_2 PerceptransDatabase.zip
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Related publications
Details
External identifier:
doi:10.18709/perscido.2025.03.ds417
Subjects:
Information technology,
Behavioural sciences,
Engineering,
Social sciences
Keywords:
South Africa,
Public transport,
Minibus taxi,
inertial sensors,
Ride hailing
Encoding format:
CSV
Citation
Alain KIBANGOU, Walter Musakwa, Nomfundo CELE, Thembani MOYO, Hassen FOURATI, PercepTrans Data, 2025 [Data set] Published via PerSCiDO.