DocumentCode
3697711
Title
An attitude estimation algorithm for high dynamic movement
Author
Liu Baoxu;Jiao Zongxia
Author_Institution
School of Automation Science and Electrical Engineering, BeiHang University, Beijing 100191, China
fYear
2015
Firstpage
739
Lastpage
743
Abstract
Limited by the MEMS sensor´s sampling rate, the non-commutable error that derived from finite rotation of rigid body should not be neglected. Aimed at high dynamic motion and high-speed rotation, this paper presents an optimized algorithm based on expert control system (ECS) which combined rotation vector algorithm and quaternion to solve attitude estimation. Compared with the traditional quaternion algorithm, it can improve the calculation accuracy effectively without reducing the calculation frequency significantly. Finally, according to the result of simulation, this method was applied to a bionic ornithopter with the low-cost inertial measurement unit (IMU), which had effective function in active control experiment. This method can also be used to wearable human posture platform, robot control system, etc.
Keywords
"Quaternions","Heuristic algorithms","Estimation","Attitude control","Accuracy","Accelerometers","Computers"
Publisher
ieee
Conference_Titel
Fluid Power and Mechatronics (FPM), 2015 International Conference on
Type
conf
DOI
10.1109/FPM.2015.7337213
Filename
7337213
Link To Document