DocumentCode
621769
Title
Use of MEMS accelerometers for performance improvement of motion control systems with low resolution position sensors
Author
Ito, Kazuaki ; Antonello, Riccardo ; Oboe, Roberto
Author_Institution
Department of Electrical and Electronic Engineering, Toyota National College of Technology, Toyota, 4718525, Japan
fYear
2013
fDate
28-31 May 2013
Firstpage
1
Lastpage
6
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 disturbance and, in turn, better estimation capability and positioning performance can be achieved. The effectiveness of the proposed control system has been verified by the experiments using a prototype of a table system.
Keywords
Acceleration; Accelerometers; Force; Kalman filters; Micromechanical devices; Noise; Sensors;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics (ISIE), 2013 IEEE International Symposium on
Conference_Location
Taipei, Taiwan
ISSN
2163-5137
Print_ISBN
978-1-4673-5194-2
Type
conf
DOI
10.1109/ISIE.2013.6563824
Filename
6563824
Link To Document