DocumentCode
189808
Title
A novel approach for attitude estimation using MEMS inertial sensors
Author
Zheming Wu ; Zhenguo Sun ; Wenzeng Zhang ; Qiang Chen
Author_Institution
Dept. of Mech. Eng., Tsinghua Univ., Beijing, China
fYear
2014
fDate
2-5 Nov. 2014
Firstpage
1022
Lastpage
1025
Abstract
In this paper a new method for attitude estimation using low-cost MEMS inertial sensors is developed, in order to obtain accurate attitude parameters when other external sensors such as magnetometer and GPS are limited in operation. The method is based on specific rotation of the inertial measurement unit independent from rigid body motion. An algorithm is developed by incorporating a nonlinear observer in order to fusing measurements from both the gyroscope and the accelerometers. The algorithm provides bias estimation of the gyroscope and better estimation results. Experiments validate the effectiveness of the proposed method.
Keywords
accelerometers; attitude measurement; estimation theory; gyroscopes; microsensors; observers; parameter estimation; GPS; MEMS inertial sensor; accelerometer; attitude estimation; gyroscope; inertial measurement; magnetometer; nonlinear observer; parameter estimation; rigid body motion; Accelerometers; Gyroscopes; Magnetic sensors; Observers; Vectors; MEMS inertial sensors; attitude estimation; gyro bias;
fLanguage
English
Publisher
ieee
Conference_Titel
SENSORS, 2014 IEEE
Conference_Location
Valencia
Type
conf
DOI
10.1109/ICSENS.2014.6985177
Filename
6985177
Link To Document