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
Link To Document :
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