• DocumentCode
    3318419
  • Title

    FPGA-based cloud detection for real-time onboard remote sensing

  • Author

    Williams, John A. ; Dawood, Anwar S. ; Visser, Stephen J.

  • Author_Institution
    Cooperative Res. Centre for Satellite Syst., Queensland Univ. of Technol., Brisbane, Qld., Australia
  • fYear
    2002
  • fDate
    16-18 Dec. 2002
  • Firstpage
    110
  • Lastpage
    116
  • Abstract
    Reconfigurable computing is an enabling technology for real-time image processing onboard remote sensing satellites. This can potentially reduce the delay between image capture, analysis and action, and also reduce onboard storage and downlink capacity requirements. This paper discusses the design and implementation of a real-time cloud detection system intended for use within an onboard remote sensing platform. The High Performance Computing (HPC-1) payload, designed and developed for the Australian scientific satellite FedSat, is briefly introduced as a demonstration of onboard processing in space using reconfigurable logic. A high level conceptual design of the proposed remote sensing system is provided, before details of the cloud detection design and implementation are presented. Results from simulation and testing demonstrate very promising performance in terms of data throughput and detection capabilities.
  • Keywords
    aerospace instrumentation; clouds; field programmable gate arrays; geophysical signal processing; image processing equipment; image recognition; meteorological instruments; real-time systems; remote sensing; Australian scientific satellite; FPGA-based cloud detection; FedSat; HPC-1 payload; data throughput; detection capabilities; high level conceptual design; high performance computing payload; onboard satellite image processing; real-time image processing; real-time onboard remote sensing; reconfigurable logic; remote sensing satellites; Clouds; Delay; Downlink; High performance computing; Image analysis; Image processing; Image storage; Real time systems; Remote sensing; Satellites;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Field-Programmable Technology, 2002. (FPT). Proceedings. 2002 IEEE International Conference on
  • Print_ISBN
    0-7803-7574-2
  • Type

    conf

  • DOI
    10.1109/FPT.2002.1188671
  • Filename
    1188671