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
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;
Conference_Titel :
Field-Programmable Technology, 2002. (FPT). Proceedings. 2002 IEEE International Conference on
Print_ISBN :
0-7803-7574-2
DOI :
10.1109/FPT.2002.1188671