DocumentCode
1784186
Title
Geometry-aided low-noise angular velocity sensing of rigid-body manipulator using MEMS rate gyros and linear accelerometers
Author
Vihonen, Juho ; Honkakorpi, Janne ; Koivumaki, Janne ; Mattila, Jouni ; Visa, Ari
Author_Institution
Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
fYear
2014
fDate
8-11 July 2014
Firstpage
570
Lastpage
575
Abstract
We consider low-noise angular velocity estimation for serial link manipulators using inertial readings from rate gyros and linear accelerometers. The research is founded on microelectromechanical systems (MEMS) components, which offer an attractive alternative to many traditional angular sensors due to their low cost, low power requirements, small size, and straightforward “strap-down” installation. By using a multi-MEMS configuration, an algebraic estimate of angular acceleration, where low- and high frequency perturbations are mostly proportional to the physical distances of linear accelerometers, is fused with rate gyro readings with the well-known principles of complementary and Kalman filtering. Experiments on a robotic three-link planar arm rig and a hydraulic heavy-duty manipulator demonstrate the feasibility of our practically lag-free novel approach.
Keywords
Kalman filters; accelerometers; angular velocity measurement; gyroscopes; manipulators; microsensors; Kalman filtering; MEMS rate gyros; algebraic estimate; angular acceleration; angular sensors; geometry-aided low-noise angular velocity sensing; high frequency perturbations; hydraulic heavy-duty manipulator; lag-free novel approach; linear accelerometers; low-frequency perturbations; low-noise angular velocity estimation; microelectromechanical systems; multiMEMS configuration; rigid-body manipulator; robotic three-link planar arm rig; serial link manipulators; Acceleration; Accelerometers; Angular velocity; Joints; Manipulators; Micromechanical devices; Sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Intelligent Mechatronics (AIM), 2014 IEEE/ASME International Conference on
Conference_Location
Besacon
Type
conf
DOI
10.1109/AIM.2014.6878139
Filename
6878139
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