Interpolation methods for tracking spacecraft in ultratight formation
Author(s) -
Miranda Bradshaw,
Yang Gao,
K.P. Homewood
Publication year - 2019
Publication title -
journal of astronomical telescopes instruments and systems
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.552
H-Index - 28
eISSN - 2329-4221
pISSN - 2329-4124
DOI - 10.1117/1.jatis.5.2.028003
Subject(s) - spacecraft , calibration , detector , computer science , position (finance) , beam (structure) , centroid , tracking (education) , interpolation (computer graphics) , optics , aerospace engineering , remote sensing , physics , computer vision , artificial intelligence , engineering , geology , motion (physics) , psychology , pedagogy , finance , quantum mechanics , economics
. By measuring the centroid of a beam on a detector, one can track the movement of that beam across the detector. By tracking this movement, one can track the object encompassing the detector, for example, a spacecraft. A variety of system-specific performance inhibitors can make this a challenge, requiring a robust calibration method. The goal of this investigation is to model the true beam position of the instrument in terms of the measured beam position. For this, a mathematical model is created that interpolates and corrects the measured beam position using precollected position data—a “calibration model.” The real-world scenario for this investigation is the flight-representative model of the fine lateral and longitudinal sensor (FLLS) instrument, built by Neptec Design Group and Neptec UK for the European Space Agency mission PROBA-3. Performance inhibitors for FLLS are cropping of the beam, imperfect optics, and a varying distance the beam has traveled (up to 250 m). Using bivariate spline interpolation for the FLLS calibration model gives the best performance, achieving a measurement accuracy well within the mission requirement of <300 μm.
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