Particle Swarm Optimization with Rotation Axis Fitting for Magnetometer Calibration

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This paper presents an improved multi-objective 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.

Yksityiskohdat

AlkuperäiskieliEnglanti
Sivut1009-1022
Sivumäärä14
JulkaisuIEEE Transactions on Aerospace and Electronic Systems
Vuosikerta53
Numero2
TilaJulkaistu - 2017
OKM-julkaisutyyppiA1 Julkaistu artikkeli, soviteltu

ID: 10225379