DocumentCode :
2582856
Title :
A quaternion-based Complementary Sliding Mode Observer for attitude estimation: Application in free-ranging animal motions
Author :
Fourati, H. ; Manamanni, N. ; Jemaa, A.B. ; Afilal, L. ; Handrich, Y.
Author_Institution :
CReSTIC-URCA, Reims Champagne Ardenne Univ., Reims, France
fYear :
2010
fDate :
15-17 Dec. 2010
Firstpage :
5056
Lastpage :
5061
Abstract :
This paper proposes a sensing method using a module of GAM sensors (3-axis Gyroscope, 3-axis Accelerometer, 3-axis Magnetometer) for more accurate measurement of the marine animal´s posture. The application in mind is that of Bio-logging. A quaternion-based algorithm is developed through the complementary filtering theory in order to combine all information sources and to obtain an accurate estimation of the attitude. By considering the rigid body kinematic model, a Complementary Sliding Mode Observer (CSMO) is proposed, taking advantages from strapdown inertial measurements and vector observations. The proposed algorithm is based on the multiplicative quaternion correction technique. The performance of the CSMO is shown with a set of preliminary experiments on domestic animals through sensor measurements provided by an Inertial Measurement Unit.
Keywords :
accelerometers; attitude control; bioacoustics; biomechanics; biosensors; filtering theory; gyroscopes; inertial navigation; magnetometers; marine control; motion control; observers; position control; variable structure systems; zoology; 3-axis gyroscope-3-axis accelerometer-3-axis magnetometer; GAM sensor; attitude estimation; bio-logging; domestic animal; filtering theory; free-ranging animal motion; inertial measurement unit; marine animal posture; multiplicative quaternion correction technique; quaternion-based algorithm; quaternion-based complementary sliding mode observer; rigid body kinematic model; sensing method; sensor measurement; strapdown inertial measurement; vector observation; Accelerometers; Gyroscopes; Magnetic field measurement; Magnetometers; Observers; Quaternions;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
ISSN :
0743-1546
Print_ISBN :
978-1-4244-7745-6
Type :
conf
DOI :
10.1109/CDC.2010.5718071
Filename :
5718071
Link To Document :
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