DocumentCode
2777566
Title
Quaternion-based orientation estimation with static error reduction
Author
Seo, Eun-Ho ; Park, Chan-Soo ; Kim, Doik ; Song, Jae-Bok
Author_Institution
Interaction & Robot. Res. Center, Korea Inst. of Sci. & Technol. (KIST), Seoul, South Korea
fYear
2011
fDate
7-10 Aug. 2011
Firstpage
1624
Lastpage
1629
Abstract
Tracking the orientation or attitude of an object has many applications in various research fields. This paper presents a tracking system which estimates the orientation of an object using an angular rate sensor, accelerometer, and magnetometer. For the combined usage of the sensors, the Kalman filter and the Factored Quaternion Algorithm (FQA) are applied to the proposed system. We also propose a method to eliminate the drift effect of the angular rate sensor in static state. The experimental results show that the proposed tracking system can estimate an accurate rotation of an object and can eliminate the drift effect in static state.
Keywords
Kalman filters; accelerometers; magnetometers; object tracking; Kalman filter; accelerometer; angular rate sensor; drift effect; factored quaternion algorithm; magnetometer; object attitude; object rotation; quaternion based orientation estimation; static error reduction; Acceleration; Accelerometers; Estimation; Gravity; Kalman filters; Magnetometers; Quaternions;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation (ICMA), 2011 International Conference on
Conference_Location
Beijing
ISSN
2152-7431
Print_ISBN
978-1-4244-8113-2
Type
conf
DOI
10.1109/ICMA.2011.5985957
Filename
5985957
Link To Document