e-space
Manchester Metropolitan University's Research Repository

    Harnessing Smartphone Sensors for Enhanced Road Safety: A Comprehensive Dataset and Review

    Khandakar, Amith, Michelson, David G, Naznine, Mansura ORCID logoORCID: https://orcid.org/0009-0007-0296-9981, Salam, Abdus, Nahiduzzaman, Md, Khan, Khaled M, Nagaratnam Suganthan, Ponnuthurai, Arselene Ayari, Mohamed, Menouar, Hamid and Haider, Julfikar ORCID logoORCID: https://orcid.org/0000-0001-7010-8285 (2025) Harnessing Smartphone Sensors for Enhanced Road Safety: A Comprehensive Dataset and Review. Scientific Data, 12 (1). 418.

    [img] Published Version
    Available under License Creative Commons Attribution Non-commercial No Derivatives.

    Download (4MB)

    Abstract

    Severe collisions can result from aggressive driving and poor road conditions, emphasizing the need for effective monitoring to ensure safety. Smartphones, with their array of built-in sensors, offer a practical and affordable solution for road-sensing. However, the lack of reliable, standardized datasets has hindered progress in assessing road conditions and driving patterns. This study addresses this gap by introducing a comprehensive dataset derived from smartphone sensors, which surpasses existing datasets by incorporating a diverse range of sensors including accelerometer, gyroscope, magnetometer, GPS, gravity, orientation, and uncalibrated sensors. These sensors capture extensive parameters such as acceleration force, gravitation, rotation rate, magnetic field strength, and vehicle speed, providing a detailed understanding of road conditions and driving behaviors. The dataset is designed to enhance road safety, infrastructure maintenance, traffic management, and urban planning. By making this dataset available to the community, the study aims to foster collaboration, inspire further research, and facilitate the development of innovative solutions in intelligent transportation systems.

    Impact and Reach

    Statistics

    Activity Overview
    6 month trend
    4Downloads
    6 month trend
    8Hits

    Additional statistics for this dataset are available via IRStats2.

    Altmetric

    Repository staff only

    Edit record Edit record