• DocumentCode
    715549
  • Title

    A first look at vehicle data collection via smartphone sensors

  • Author

    Reininger, Michael ; Miller, Seth ; Yanyan Zhuang ; Cappos, Justin

  • Author_Institution
    Polytech., Sch. of Eng., NYU, New York, NY, USA
  • fYear
    2015
  • fDate
    13-15 April 2015
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Smartphones serve as a technical interface to the outside world. These devices have embedded, on-board sensors (such as accelerometers, WiFi, and GPSes) that can provide valuable information for investigating users´ needs and behavioral patterns. Similarly, computers that are embedded in vehicles are capable of collecting valuable sensor data that can be accessed by smartphones through the use of On-Board Diagnostics (OBD) sensors. This paper describes a prototype of a mobile computing platform that provides access to vehicles´ sensors by using smartphones and tablets, without compromising these devices´ security. Data such as speed, engine RPM, fuel consumption, GPS locations, etc. are collected from moving vehicles by using a WiFi On-Board Diagnostics (OBD) sensor, and then backhauled to a remote server for both real-time and offline analysis. We describe the design and implementation details of our platform, for which we developed a library for in-vehicle sensor access and created a non-relational database for scalable backend data storage. We propose that our data collection and visualization tools are useful for analyzing driving behaviors; we also discuss future applications, security, and privacy concerns specific to vehicular networks.
  • Keywords
    on-board communications; smart phones; vehicles; wireless LAN; WiFi on-board diagnostics sensor; data collection; mobile computing platform; moving vehicles; offline analysis; real-time analysis; smartphone sensors; tablets; vehicle data collection; visualization tools; Data collection; IEEE 802.11 Standards; Prototypes; Security; Sensors; Servers; Vehicles; Smartphone sensors; data visualization and analysis; vehicular networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Sensors Applications Symposium (SAS), 2015 IEEE
  • Conference_Location
    Zadar
  • Type

    conf

  • DOI
    10.1109/SAS.2015.7133607
  • Filename
    7133607