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
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