Title :
Accelerometer-based tilt estimation of a rigid body with only rotational degrees of freedom
Author :
Trimpe, Sebastian ; D´Andrea, Raffaello
Author_Institution :
Inst. for Dynamic Syst. & Control (IDSC), ETH Zurich, Zurich, Switzerland
Abstract :
An estimation algorithm is developed for determining pitch and roll angles (tilt) of a rigid body fixed at a pivot point using multiple accelerometers. The estimate is independent of the rigid body dynamics; the method is applicable both in static conditions and for any dynamic motion of the body. No dynamic model is required for the estimator; only the mounting positions of the sensors need to be known. The proposed estimator is the optimal linear estimate in a least-squares sense if knowledge of the system dynamics is not used. The estimate may be used as a basis for further filtering and fusion techniques, such as sensor fusion with rate gyro data. The estimation algorithm is applied to the problem of state estimation for the Balancing Cube, a rigid structure that can actively balance on its corners. Experimental results are provided.
Keywords :
accelerometers; attitude control; robot dynamics; sensors; state estimation; accelerometer based tilt estimation; balancing cube; dynamic motion; mounting positions; optimal linear estimate; rigid body dynamics; rotational degrees of freedom; sensors; state estimation; Acceleration; Accelerometers; Aerodynamics; Filtering; Frequency estimation; Gravity; Low pass filters; Position measurement; Rotation measurement; State estimation;
Conference_Titel :
Robotics and Automation (ICRA), 2010 IEEE International Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4244-5038-1
Electronic_ISBN :
1050-4729
DOI :
10.1109/ROBOT.2010.5509756