Title :
Geometry-aided inversion of manipulator telescopic link length from MEMS accelerometer and rate gyro readings
Author :
Vihonen, Juho ; Honkakorpi, Janne ; Mattila, Jouni ; Visa, Ari
Author_Institution :
Dept. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
fDate :
May 31 2014-June 7 2014
Abstract :
We consider solving telescopic manipulator link length using rate gyros and linear accelerometers. The research is built upon micro-electro-mechanical systems (MEMS) components for low-cost “strap-down” implementation. By formulating a standard inversion problem, the telescopic manipulator´s link length is solved with the well-known Levenberg-Marquard algorithm in real-time. The inversion is based on linear accelerations of angular motion sensed by a triaxial MEMS accelerometer, which is attached to the tip of the telescopic extension. By fusing the operator control commands for the link extension actuator with the inverted length estimate of the telescopic link, experiments on a hydraulic heavy-duty manipulator demonstrate feasibility of our novel approach.
Keywords :
accelerometers; gyroscopes; manipulators; microactuators; microsensors; motion measurement; Levenberg-Marquard algorithm; angular motion sensing; geometry-aided inversion; hydraulic heavy-duty manipulator; linear accelerometers; link extension actuator; low-cost strap-down; manipulator telescopic link length; microelectromechanical systems; operator control commands; rate gyro readings; standard inversion problem; triaxial MEMS accelerometer; Acceleration; Accelerometers; Joints; Manipulators; Micromechanical devices; Real-time systems; Sensors;
Conference_Titel :
Robotics and Automation (ICRA), 2014 IEEE International Conference on
Conference_Location :
Hong Kong
DOI :
10.1109/ICRA.2014.6906607