Particle Swarm Optimization With Rotation Axis Fitting for Magnetometer Calibration.

Autor: Riwanto, Bagus Adiwiluhung, Tikka, Tuomas, Kestila, Antti, Praks, Jaan
Předmět:
Zdroj: IEEE Transactions on Aerospace & Electronic Systems; Apr2017, Vol. 53 Issue 2, p1009-1022, 14p
Abstrakt: This paper presents an improved multiobjective particle swarm optimization algorithm for magnetometer calibration in spacecraft. The proposed algorithm combines scalar checking with novel rotation axis fitting objective and avoids the requirement for perfectly aligned measurement axis. The improved approach is designed to solve 12 calibration parameters based on the knowledge of the magnetometer rotation axis direction. The performance of the novel algorithm is demonstrated with simulations and experimental data on Aalto-1 nanosatellite. [ABSTRACT FROM PUBLISHER]
Databáze: Complementary Index