Title :
Magnetometer data fusion algorithms performance in indoor navigation: Comparison, calibration and testing
Author :
Busato, Ariela ; Paces, Pavel ; Popelka, Jan
Author_Institution :
Univ. Estadual de Campinas, Campinas, Brazil
Abstract :
This article describes usage of magnetometer sensors in data fusion algorithms for indoor navigation. A wireless sensor device was created to perform experiments. Multiple sensors were tested and their performance is compared among each other. The calibration algorithms are introduced and applied on the measurements while the results are compared. Finally, the magnetometer data are used to control gyroscopically stabilized platform and the performance of the stabilization is discussed. In the article we introduce a method for automatic compensation of the magnetometer induced errors and provide data which led to the method definition.
Keywords :
magnetometers; navigation; sensor fusion; automatic compensation; gyroscopically stabilized platform; indoor navigation; magnetometer data fusion algorithms performance; magnetometer sensors; wireless sensor device; Calibration; Iron; Magnetic field measurement; Magnetic fields; Magnetic sensors; Magnetometers; control; hard and soft iron distortions; magnetometer; navigation;
Conference_Titel :
Metrology for Aerospace (MetroAeroSpace), 2014 IEEE
Conference_Location :
Benevento
DOI :
10.1109/MetroAeroSpace.2014.6865955