• DocumentCode
    1651621
  • Title

    Hardware realization of a novel Automatic Censored Cell Averaging CFAR detection algorithm using FPGA

  • Author

    Alsuwailem, Abdullah ; Alshebeili, Saleh ; Alhowaish, Mohd ; Qasim, Syed Manzoor

  • Author_Institution
    Dept. of Electr. Eng., King Saud Univ., Riyadh
  • fYear
    2008
  • Firstpage
    398
  • Lastpage
    401
  • Abstract
    In this paper we present hardware realization of a novel Automatic Censored Cell Averaging (ACCA) Constant False Alarm Rate (CFAR) detection algorithm based on Ordered Data Variability (ODV) using Field Programmable Gate Array (FPGA). This algorithm has been recently proposed in the literature for radar target detection in non-homogeneous environments. The unknown background level can be estimated by dynamically selecting a suitable set of ranked reference window cells and by doing successive hypothesis tests. The ACCA-ODV based CFAR detector does not require any prior information about the background environment and uses the variability index statistic as a shape parameter to reject or accept the ordered cells under investigation. Recent advancements in modern FPGAs and availability of sophisticated electronic design tools have made it possible to realize the ACCA-ODV CFAR detector in a cost-effective way. The designed hardware is modular and has been physically realized in Altera Stratix II FPGA device.
  • Keywords
    field programmable gate arrays; radar detection; target tracking; ACCA-ODV based CFAR detector; FPGA; automatic censored cell averaging; background environment; constant false alarm rate detection algorithm; electronic design tools; field programmable gate array; hardware realization; nonhomogeneous environment; ordered data variability; radar target detection; ranked reference window cells; shape parameter; variability index statistics; Clutter; Degradation; Detection algorithms; Detectors; Educational institutions; Field programmable gate arrays; Hardware; Object detection; Radar detection; Signal processing algorithms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2008. ICSP 2008. 9th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-2178-7
  • Electronic_ISBN
    978-1-4244-2179-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2008.4697155
  • Filename
    4697155