• DocumentCode
    3061364
  • Title

    Road traffic monitoring using a wireless vehicle sensor network

  • Author

    Ng, Eng-Han ; Tan, Su-Lim ; Guzman, Jesus García

  • Author_Institution
    Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
  • fYear
    2009
  • fDate
    8-11 Feb. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    With the advancement of micro-electro-mechanical systems (MEMS) technologies, wireless sensor networks have opened new vistas for a wide range of application domains. These sensor nodes usually comprise small, low-power devices that integrate sensors and actuators with limited on-board processing and wireless communication capabilities. One of the most important applications is target tracking and monitoring. Here a novel wireless vehicle monitoring system that is able to detect, classify and determine the direction of travel of vehicles on a two-lane road is proposed. Each vehicle detection node features multiple sensors including magnetometer, accelerometer, infrared and acoustic microphone with a two-node structure for cooperative monitoring. The results show that the system was capable of classifying the vehicle type (using vehicle weight) and their directional of travel with high accuracy.
  • Keywords
    image classification; microsensors; object detection; radar; road traffic; traffic engineering computing; wireless sensor networks; MEMS technology; accelerometer; acoustic microphone; cooperative monitoring; infrared microphone; magnetometer; microelectromechanical systems; multiple sensors; road traffic monitoring; target monitoring; target tracking; two-lane road; vehicle detection node; wireless vehicle monitoring system; wireless vehicle sensor network; Actuators; Infrared sensors; Microelectromechanical systems; Micromechanical devices; Monitoring; Road vehicles; Telecommunication traffic; Vehicle detection; Wireless communication; Wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing and Communications Systems, 2008. ISPACS 2008. International Symposium on
  • Conference_Location
    Bangkok
  • Print_ISBN
    978-1-4244-2564-8
  • Electronic_ISBN
    978-1-4244-2565-5
  • Type

    conf

  • DOI
    10.1109/ISPACS.2009.4806673
  • Filename
    4806673