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Onboard science data analysis: applying data mining to science-directed autonomy

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2 Author(s)
Stolorz, P. ; Jet Propulsion Lab., California Inst. of Technol., Pasadena, CA, USA ; Cheeseman, P.

Onboard science processing opportunities can transform how spacecraft collect and use scientific data. The authors discuss three prototype software systems that tackle well-identified scientific calculations in a spaceborne setting. These include: QuakeFinder, an automated software package designed to search for subpixel surface motions on planetary surfaces; autonomous satellite detection, onboard software designed to automatically detect and flag natural satellites of small bodies such as asteroids; and 3D super-resolution, surface reconstruction software designed to improve image resolution, discover new classes of surface materials, and aid data compression

Published in:

Intelligent Systems and their Applications, IEEE  (Volume:13 ,  Issue: 5 )