Accurate, on-board classification of instrument data is used to increase science return by autonomously identifying regions of interest for priority transmission or generating summary products to conserve transmission bandwidth. Due to on-board processing constraints, such classification has been limited to using the simplest functions on a small subset of the full instrument data. FPGA co-processor designs for SVM1 classifiers will lead to significant improvement in on-board classification capability and accuracy.
Implementing Legacy-C Algorithms in FPGA Co-Processors for Performance Accelerated Smart Payloads
IEEE Aerospace Conference ; 2008 ; Big Sky, MT, United States
2008-03-06
Conference paper
No indication
English
STS-85: PAYLOADS, PAYLOADS AND MORE PAYLOADS
Online Contents | 1997
|NTRS | 1973
|Wiley | 2012
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