This paper deals with design and prototype development of an Active Pixel Sensor – based miniature sun sensor and a laboratory facility for its indoor test and calibration. The miniature sun sensor is described and the laboratory test facility is presented in detail. The major focus of the paper is on tests and calibration of the sensor. Two different calibration functions have been adopted. They are based, respectively, on a geometrical model, which has required least-squares optimisation of system physical parameters estimates, and on neural networks. Calibration results are presented for the above solutions, showing that accuracy in the order of 0.01° has been achieved. Neural calibration functions have attained better performance thanks to their intrinsic auto-adaptive structure.
Laboratory Test of an APS-based Sun Sensor Prototype / Rufino, Giancarlo; A., Perrotta; Grassi, Michele. - STAMPA. - ESA SP 554:(2004), pp. 551-558. (Intervento presentato al convegno 5th International Conference on Space Optics (ICSO 2004) tenutosi a Tolosa nel 30 marzo – 2 aprile 2004).
Laboratory Test of an APS-based Sun Sensor Prototype
RUFINO, GIANCARLO;GRASSI, MICHELE
2004
Abstract
This paper deals with design and prototype development of an Active Pixel Sensor – based miniature sun sensor and a laboratory facility for its indoor test and calibration. The miniature sun sensor is described and the laboratory test facility is presented in detail. The major focus of the paper is on tests and calibration of the sensor. Two different calibration functions have been adopted. They are based, respectively, on a geometrical model, which has required least-squares optimisation of system physical parameters estimates, and on neural networks. Calibration results are presented for the above solutions, showing that accuracy in the order of 0.01° has been achieved. Neural calibration functions have attained better performance thanks to their intrinsic auto-adaptive structure.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.