DocumentCode :
666753
Title :
Performance improvement of motion control systems with low resolution position sensors using MEMS accelerometers
Author :
Ito, Kei ; Antonello, R. ; Oboe, R.
Author_Institution :
Dept. of Electr. & Electron. Eng., Toyota Nat. Coll. of Technol., Toyota, Japan
fYear :
2013
fDate :
10-13 Nov. 2013
Firstpage :
6526
Lastpage :
6532
Abstract :
This paper presents a use of MEMS accelerometers for performance improvement of motion control systems equipped with low resolution position sensors. It is well-known that control performance depends on hardware performance such as a sensor resolution and a computational power. Above all, the use of low resolution sensors restricts the achievable enhancements on the control bandwidth, due to quantization noise. In this paper it is proposed to overcome such limitation by using a Kalman estimator, utilizing the measurements provided by a low cost MEMS accelerometer in the estimation of position information. Moreover, the same measurement is used for the acceleration based disturbance observer (a-DOB), where no differentiator is needed to estimate the disturbance, so that a better estimation capability and positioning performance can be achieved. The effectiveness of the proposed control system has been verified by several experiments using a prototype of a table system.
Keywords :
accelerometers; microsensors; motion control; position measurement; Kalman estimator; MEMS accelerometers; acceleration based disturbance observer; low resolution position sensors; motion control systems; performance improvement; Acceleration; Accelerometers; Estimation; Kalman filters; Noise; Position measurement; Sensors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics Society, IECON 2013 - 39th Annual Conference of the IEEE
Conference_Location :
Vienna
ISSN :
1553-572X
Type :
conf
DOI :
10.1109/IECON.2013.6700211
Filename :
6700211
Link To Document :
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