Attitude Estimation of Rigid Bodies Using MEMS Inertial Sensors

作者: Bin Fang , Wusheng Chou , Li Ding

DOI: 10.1109/ICICTA.2011.157

关键词:

摘要: The attitude estimation of the rigid bodies using MEMS inertial sensors is presented. bias gyros and accelerometers are tracked by a state algorithm in real-time. uses characteristics sensor noise to automatically recognize motionless periods update sensor's level without any dependency on application specific parameters, frequency separation between signal interest noise, or high-level system model. Then that fuses data from rate proposed. Based kinematics body Newton's force law, modified Rodrigues parameter represented place quaternion. We describe rotation encountering singularity parameters their shadow parameters. And estimated Extended Kalman filter under low acceleration, meanwhile situation high acceleration considered. Finally, proposed tested, simulation results provided show effectiveness algorithm.

参考文章(9)
F. Landis Markley, Frank H. Bauer, Attitude Representations for Kalman Filtering ,(2001)
Howard Musoff, Paul Zarchan, Fundamentals of Kalman Filtering: A Practical Approach ,(2001)
Chen Jizheng, Yuan Jianping, Fang Qun, Flight Vehicle Attitude Determination Using the Modified Rodrigues Parameters Chinese Journal of Aeronautics. ,vol. 21, pp. 433- 440 ,(2008) , 10.1016/S1000-9361(08)60056-4
David Wooden, Matthew Malchano, Kevin Blankespoor, Andrew Howardy, Alfred A Rizzi, Marc Raibert, Autonomous navigation for BigDog international conference on robotics and automation. pp. 4736- 4741 ,(2010) , 10.1109/ROBOT.2010.5509226
Eric Allen Johnson, Stacy J. Morris Bamberg, Mark A. Minor, A state estimator for rejecting noise and tracking bias in inertial sensors international conference on robotics and automation. pp. 3256- 3263 ,(2008) , 10.1109/ROBOT.2008.4543707
Lidai Wang, Shenshu Xiong, Zhaoying Zhou, Qian Wei, Jinhui Lan, Constrained Filtering Method for MAV Attitude Determination instrumentation and measurement technology conference. ,vol. 2, pp. 1480- 1483 ,(2005) , 10.1109/IMTC.2005.1604397
K. Su, D.H. Ren, Z. You, Q. Zhou, Application of MIMU/magnetometer integrated system on the attitude determination of micro satellite international conference on intelligent mechatronics and automation. pp. 579- 583 ,(2004) , 10.1109/ICIMA.2004.1384262
Jianping, Jizheng, Chen, Yuan, Qun, Fang, Flight Vehicle Attitude Determination Using the Modified Rodrigues Parameters 中国航空学报:英文版. ,vol. 21, pp. 433- 440 ,(2008)