• DocumentCode
    3197429
  • Title

    FPGA-based image compression for low-power Wireless Camera Sensor Networks

  • Author

    Kaddachi, Med Lassaad ; Makkaoui, Leila ; Soudani, Adel ; Lecuire, Vincent ; Moureaux, Jean-Marie

  • Author_Institution
    Lab. d´´Electron. et de Microelectron., Fac. des Sci. de Monastir, Monastir, Tunisia
  • fYear
    2011
  • fDate
    18-20 Dec. 2011
  • Firstpage
    68
  • Lastpage
    71
  • Abstract
    In this paper, a low-complexity image compression scheme for energy-constrained Wireless Camera Sensor Networks (WCSN) is presented and its hardware implementation cost for FPGA solution is evaluated. The main purpose of this FPGA circuit is to relieve the main microcontroller in the camera sensor node of the image compression tasks and to achieve highspeed and low-power image processing. The interest of our hardware solution is twofold. First, a fast zonal DCT algorithm is used to reduce the number of DCT coefficients in each block of the image to be computed, quantized and encoded. Second, compression settings can be changed at runtime in order to allow a dynamic adjustment of the trade-off between energy consumption and image distortion. The efficiency of the image compression scheme is validated through experimental results using FPGA platform.
  • Keywords
    data compression; discrete cosine transforms; field programmable gate arrays; image coding; image sensors; microcontrollers; wireless sensor networks; FPGA circuit; FPGA-based image compression; WCSN; camera sensor node; energy consumption; energy-constrained wireless camera sensor networks; fast zonal DCT algorithm; image distortion; low-power wireless camera sensor networks; microcontroller; Cameras; Discrete cosine transforms; Energy consumption; Field programmable gate arrays; Hardware; Image coding; Wireless sensor networks; FPGA; Low-power hardware; image compression; wireless sensor networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Next Generation Networks and Services (NGNS), 2011 3rd International Conference on
  • Conference_Location
    Hammamet
  • Print_ISBN
    978-1-4673-0138-1
  • Type

    conf

  • DOI
    10.1109/NGNS.2011.6142537
  • Filename
    6142537