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UBC Theses and Dissertations
An indirect method for non-contact sensing of robot joint angles using accelerometers with automatic in-situ calibration Ghassemi, Farhad
Abstract
An indirect, self-calibrating, easy to install, and robust joint angle sensing method is presented in this thesis. The approach is based on the use of a pair of accelerometers placed on each link near the joint axis. Two different methods are described for automatic, in-situ, integrated calibration of the accelerometers, which significantly improve joint angle estimation accuracy. The angle sensing method is suitable for harsh environments and applications where traditional contact-type angle sensors cannot be deployed, or problems are associated with their use. It is believed joint angle sensing in heavy-duty hydraulic manipulators is one of the best applications for this method. A Takeuchi TB035 mini-excavator in the Robotics and Control Laboratory of the University of British Columbia is used in this thesis to evaluate the performance of the developed system. This machine is equipped with digital resolvers at each joint. The outputs of the resolvers are compared to the estimated joint angles in various conditions. According to the experimental results presented in this thesis, the achieved accuracy with the accelerometer-based system is ±1.33% of the full-scale angle (±1.6° in 120°). The performance of the proposed method is also evaluated in position control of the machine and dynamic measuring of its payload. It is shown that the performance of this method is comparable to the performance of the digital resolvers in both tasks.
Item Metadata
Title |
An indirect method for non-contact sensing of robot joint angles using accelerometers with automatic in-situ calibration
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Creator | |
Publisher |
University of British Columbia
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Date Issued |
2001
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Description |
An indirect, self-calibrating, easy to install, and robust joint angle sensing method is
presented in this thesis. The approach is based on the use of a pair of accelerometers
placed on each link near the joint axis. Two different methods are described for
automatic, in-situ, integrated calibration of the accelerometers, which significantly
improve joint angle estimation accuracy. The angle sensing method is suitable for
harsh environments and applications where traditional contact-type angle sensors
cannot be deployed, or problems are associated with their use. It is believed joint
angle sensing in heavy-duty hydraulic manipulators is one of the best applications
for this method. A Takeuchi TB035 mini-excavator in the Robotics and Control
Laboratory of the University of British Columbia is used in this thesis to evaluate
the performance of the developed system. This machine is equipped with digital
resolvers at each joint. The outputs of the resolvers are compared to the estimated
joint angles in various conditions. According to the experimental results presented
in this thesis, the achieved accuracy with the accelerometer-based system is ±1.33%
of the full-scale angle (±1.6° in 120°). The performance of the proposed method
is also evaluated in position control of the machine and dynamic measuring of its
payload. It is shown that the performance of this method is comparable to the
performance of the digital resolvers in both tasks.
|
Extent |
3705492 bytes
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Genre | |
Type | |
File Format |
application/pdf
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Language |
eng
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Date Available |
2009-08-05
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Provider |
Vancouver : University of British Columbia Library
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Rights |
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.
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DOI |
10.14288/1.0065343
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URI | |
Degree | |
Program | |
Affiliation | |
Degree Grantor |
University of British Columbia
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Graduation Date |
2001-11
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Campus | |
Scholarly Level |
Graduate
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Aggregated Source Repository |
DSpace
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Item Media
Item Citations and Data
Rights
For non-commercial purposes only, such as research, private study and education. Additional conditions apply, see Terms of Use https://open.library.ubc.ca/terms_of_use.