Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali

Research on tactile sensors is expanding due to the need for autonomous dexterous robotic gripper to perform various tasks that need manipulation skills in medical operation, humanoid robots, household work as well as space exploration. These applications need a tactile sensor that can react to the...

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Main Author: Ali, Bakri
Format: Thesis
Language:English
Published: 2019
Subjects:
Online Access:http://ir.uitm.edu.my/id/eprint/28287/1/28287.pdf
http://ir.uitm.edu.my/id/eprint/28287/
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spelling my.uitm.ir.282872020-02-12T06:43:36Z http://ir.uitm.edu.my/id/eprint/28287/ Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali Ali, Bakri Mechanical movements Robotics. Robots. Manipulators (Mechanism) Research on tactile sensors is expanding due to the need for autonomous dexterous robotic gripper to perform various tasks that need manipulation skills in medical operation, humanoid robots, household work as well as space exploration. These applications need a tactile sensor that can react to the variable force or pressure similar to human tactile sensing capability. To date, several researchers have explored several materials for tactile sensors ranging from the semiconductor based materials to silicon based rubber materials. This research is focused on the development and analysis of a spherical silicone tactile sensor based on a deformation image to measure the surface traction kinetics. A spherical tactile sensor was formed from a silicon rubber. It was marked with a circular mark inside the spherical dome to show changes in the diameter and shifts of the centroid. The tactile sensor was subjected to various normal and shear forces, and the circular mark image was recorded using an optical camera probe. The deformation image was digitized using a CCD camera and analysed using several digital image processing techniques such as image conversion from color to grayscale image, thresholding and boundary detection. The final image was then analysed to find the changes in the diameter and the shifts of the centroid, which were related to the normal and shear forces applied to the tactile sensor in x-axis, y-axis and z-axis. The results were tabulated and plotted in several graphs. The graphs showed that there was a significant correlation between the deformation image and the applied forces. This newly developed tactile sensor was proven to have a stiffness (kt) of 0.7238 N/mm and also to be able to detect the stiffness of the soft workpiece used in this research which was kw=0.156 N/mm. To conclude, the sensor can distinguish between hard and soft surfaces as well as between rough and smooth surfaces. 2019 Thesis NonPeerReviewed text en http://ir.uitm.edu.my/id/eprint/28287/1/28287.pdf Ali, Bakri (2019) Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali. PhD thesis, Universiti Teknologi MARA.
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic Mechanical movements
Robotics. Robots. Manipulators (Mechanism)
spellingShingle Mechanical movements
Robotics. Robots. Manipulators (Mechanism)
Ali, Bakri
Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali
description Research on tactile sensors is expanding due to the need for autonomous dexterous robotic gripper to perform various tasks that need manipulation skills in medical operation, humanoid robots, household work as well as space exploration. These applications need a tactile sensor that can react to the variable force or pressure similar to human tactile sensing capability. To date, several researchers have explored several materials for tactile sensors ranging from the semiconductor based materials to silicon based rubber materials. This research is focused on the development and analysis of a spherical silicone tactile sensor based on a deformation image to measure the surface traction kinetics. A spherical tactile sensor was formed from a silicon rubber. It was marked with a circular mark inside the spherical dome to show changes in the diameter and shifts of the centroid. The tactile sensor was subjected to various normal and shear forces, and the circular mark image was recorded using an optical camera probe. The deformation image was digitized using a CCD camera and analysed using several digital image processing techniques such as image conversion from color to grayscale image, thresholding and boundary detection. The final image was then analysed to find the changes in the diameter and the shifts of the centroid, which were related to the normal and shear forces applied to the tactile sensor in x-axis, y-axis and z-axis. The results were tabulated and plotted in several graphs. The graphs showed that there was a significant correlation between the deformation image and the applied forces. This newly developed tactile sensor was proven to have a stiffness (kt) of 0.7238 N/mm and also to be able to detect the stiffness of the soft workpiece used in this research which was kw=0.156 N/mm. To conclude, the sensor can distinguish between hard and soft surfaces as well as between rough and smooth surfaces.
format Thesis
author Ali, Bakri
author_facet Ali, Bakri
author_sort Ali, Bakri
title Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali
title_short Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali
title_full Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali
title_fullStr Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali
title_full_unstemmed Development and analysis of optical-based tactile sensor for measuring surface traction kinetics / Bakri Ali
title_sort development and analysis of optical-based tactile sensor for measuring surface traction kinetics / bakri ali
publishDate 2019
url http://ir.uitm.edu.my/id/eprint/28287/1/28287.pdf
http://ir.uitm.edu.my/id/eprint/28287/
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score 13.160551