• DocumentCode
    573301
  • Title

    MOLTS: Mobile Object Localization and Tracking System Based on Wireless Sensor Networks

  • Author

    Liu, Tao ; Liu, Yi ; Cui, Xiaozong ; Xu, Guangsheng ; Qian, Depei

  • Author_Institution
    Sino-German Joint Software Inst., Beihang Univ., Beijing, China
  • fYear
    2012
  • fDate
    28-30 June 2012
  • Firstpage
    245
  • Lastpage
    251
  • Abstract
    Mobile object localization and tracking means that a multitude of sensor nodes collaborate with each other to determine the locations and tracks of target objects in a specified area. It is one of the most significant research directions in WSN. This paper implements a system named MOLTS (Mobile Object Localization and Tracking System Based on Wireless Sensor Networks), which applies abundant sound and passive infrared sensors to make localization and tracking complementarily. The fusion of two kinds of sensors can enhance accuracy of the system significantly, and expands the application range. Moreover, we propose a new localization algorithm named FER-NLS based on ER-NLS. FER-NLS is more accurate than ER-NLS in localization and tracking. The evaluation platform of MOLTS consisted of 16 sound and passive infrared sensor nodes verifies accuracy and efficiency of the system. In addition, we equipped testbed boards designed by ourselves with MOLTS to make evaluations, and the results show that MOLTS is with high stability and reliability.
  • Keywords
    infrared detectors; least squares approximations; reliability; target tracking; wireless sensor networks; FER-NLS; MOLTS; abundant sound sensors; filtered energy ratios source localization; mobile object localization and tracking system; nonlinear least square; passive infrared sensors; reliability; stability; target object tracking; wireless sensor networks; Accuracy; Algorithm design and analysis; Infrared sensors; Mobile communication; Servers; Wireless communication; Wireless sensor networks; Acoustic Source location; Localization; Nonlinear Least Square; Passive Infrared; Tracking; Wireless Sensor Networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networking, Architecture and Storage (NAS), 2012 IEEE 7th International Conference on
  • Conference_Location
    Xiamen, Fujian
  • Print_ISBN
    978-1-4673-1889-1
  • Type

    conf

  • DOI
    10.1109/NAS.2012.34
  • Filename
    6310899