• DocumentCode
    3668730
  • Title

    Cloud-based driver monitoring and vehicle diagnostic with OBD2 telematics

  • Author

    Malintha Amarasinghe;Sasikala Kottegoda;Asiri Liyana Arachchi;Shashika Muramudalige;H. M. N. Dilum Bandara;Afkham Azeez

  • Author_Institution
    Department of Computer Science and Engineering, University of Moratuwa, Katubedda, Sri Lanka, 10400
  • fYear
    2015
  • fDate
    5/1/2015 12:00:00 AM
  • Firstpage
    505
  • Lastpage
    510
  • Abstract
    We present a cloud-based vehicular data acquisition and analytics system for real-time driver behavior monitoring, trip analysis, and vehicle diagnostic. Our system consists of an On Board Diagnostics (OBD) port to Bluetooth dongle, a mobile app running on a smart phone, and a cloud-based backend. We use a Complex Event Processor (CEP) at both the smart phone and the backend to detect and notify unsafe and anomalous events. For example, CEP engine at the smart phone can alert the driver about rising coolant temperature and rapid fuel drops. It also provides a trip log and filter out what messages to be send to the backend, saving both the bandwidth and power. CEP on the cloud detects reckless driving in real time based on the sensor data provided through OBD. Historical data is also used by the backend CEP engine to detect driving anomalies and impeding sensor failure prediction. The mobile app visualize both real time data from sensors and alerts. A web-based interface is provided to access the backend information. We have tested the system on actual vehicles and shown that the computing, bandwidth, and power consumption of the smart phone is reasonable. App is currently available in Google Play.
  • Keywords
    "Vehicles","Acceleration","Monitoring","Engines","Real-time systems","Fuels","Temperature sensors"
  • Publisher
    ieee
  • Conference_Titel
    Electro/Information Technology (EIT), 2015 IEEE International Conference on
  • Electronic_ISBN
    2154-0373
  • Type

    conf

  • DOI
    10.1109/EIT.2015.7293433
  • Filename
    7293433