DocumentCode :
2391165
Title :
Reduced DCM based attitude estimation using low-cost IMU and magnetometer triad
Author :
Edwan, Ezzaldeen ; Zhang, Jieying ; Zhou, Junchuan ; Loffeld, Otmar
Author_Institution :
Center for Sensor Syst. (ZESS), Univ. of Siegen, Siegen, Germany
fYear :
2011
fDate :
7-8 April 2011
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, we describe an attitude estimation algorithm based on the direction cosine matrix (DCM) attitude representation and analyze its performance. This algorithm is appropriate for the implementation of a low-cost attitude and heading reference system (AHRS) which is composed of micro electrical mechanical system (MEMS) inertial measurement unit (IMU) and magnetometer triad. To reduce the computational burden, we estimate only six elements of the nine elements of the DCM. Kalman filtering is used to fuse the angular rate, specific force and magnetometer triad measurements. The DCM model has an advantage over other attitude representations because it has linear measurement equations of accelerometer and magnetometer triads. For the DCM orthogonalization, we recommend a low computational burden algorithm within the integration filter. Finally experimental data is used to verify the efficiency of the algorithm.
Keywords :
Kalman filters; accelerometers; attitude measurement; gyroscopes; magnetometers; matrix algebra; micromechanical devices; AHRS; DCM based attitude estimation algorithm; DCM orthogonalization; IMU; Kalman filtering; MEMS inertial measurement unit; accelerometer; attitude and heading reference system; direction cosine matrix attitude representation; integration filter; magnetometer triad measurement; microelectromechanical system; Accelerometers; Estimation; Kalman filters; Magnetic field measurement; Magnetic separation; Magnetometers; Navigation; Attitude Estimation; Kalman filter; Low-cost IMU;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Positioning Navigation and Communication (WPNC), 2011 8th Workshop on
Conference_Location :
Dresden
Print_ISBN :
978-1-4577-0449-9
Type :
conf
DOI :
10.1109/WPNC.2011.5961005
Filename :
5961005
Link To Document :
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