• DocumentCode
    3317244
  • Title

    Target tracking in a WSN with directional sensors using electronic beam steering

  • Author

    Kumar, A. Anand ; Sivalingam, Krishna M.

  • Author_Institution
    Dept. of CSE, Indian Inst. of Technol. Madras, Chennai, India
  • fYear
    2012
  • fDate
    3-7 Jan. 2012
  • Firstpage
    1
  • Lastpage
    10
  • Abstract
    Target tracking is one of the major applications of Wireless Sensor Networks (WSN). In traditional target tracking with directional sensors, the target can be detected only when it is in the field of view (FoV) of a sensor. The target´s track is obtained with the help of filtering algorithms/techniques at the base station (BS). These techniques sometimes lead to incorrect location estimation of the target due to measurement errors and noise. It is ideally required that the main sensing lobe/FoV of the sensor follow the target, whenever the target is in the FoV of the sensor. Based on the above considerations, this paper proposes an efficient solution to target tracking with the help of beam steering enabled directional sensors mounted on the nodes for tracking the targets. At every step of beam steering, the sensor node updates the location of the target to the nearest cluster head or base station. Each sensor will continuously monitor the target till it crosses the FoV or sensing range of the sensor. The proposed method has been implemented in OMNeT++ and the performance of the algorithm has been evaluated with directional active and passive sensors. Different target mobilities and different sensor FoV angles have been considered. The results show that the proposed method successfully tracked the target and located the target at every instant of time. Directional active sensors yield more accurate results when compared to passive sensors. It was also seen that the location accuracy of the target was mainly dependent on the FoV angle and FoV/sensing radius of the sensor.
  • Keywords
    beam steering; filtering theory; target tracking; wireless sensor networks; FoV-sensing radius; OMNeT++; WSN; active sensors; base station; cluster head; directional sensors; electronic beam steering; filtering algorithms; measurement errors; passive sensors; sensor FoV angles; sensor field-of-view; sensor node; target location estimation; target mobilities; target tracking; wireless sensor networks; Antenna radiation patterns; Beam steering; Mechanical sensors; Sensor phenomena and characterization; Target tracking; Wireless sensor networks; Beam Steering; Directional Sensors; Target Tracking; Wireless Sensor Networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Systems and Networks (COMSNETS), 2012 Fourth International Conference on
  • Conference_Location
    Bangalore
  • Print_ISBN
    978-1-4673-0296-8
  • Electronic_ISBN
    978-1-4673-0297-5
  • Type

    conf

  • DOI
    10.1109/COMSNETS.2012.6151338
  • Filename
    6151338