Tactile-guided robot manipulation

Tactile sensing was developed over the years to replicate the human sensory feature, touch. Touch senses have enabled us to understand our environment and react accordingly. Often, we are able to perform tasks solely based on our touch and vestibular senses. In this report, we will address the techn...

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Main Author: Thya, Lydia
Other Authors: Lin Zhiping
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157977
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1579772023-07-07T19:14:06Z Tactile-guided robot manipulation Thya, Lydia Lin Zhiping School of Electrical and Electronic Engineering A*STAR Institute for Infocomm Research (I2R) EZPLin@ntu.edu.sg Engineering::Electrical and electronic engineering Tactile sensing was developed over the years to replicate the human sensory feature, touch. Touch senses have enabled us to understand our environment and react accordingly. Often, we are able to perform tasks solely based on our touch and vestibular senses. In this report, we will address the techniques used for performing blind insertion of a rigid object into its environment. The object will be grasped with a two-fingered gripper that is equipped with an aggregated force-torque sensor. The recent-state-of-the-art method ensures object and environment always remain in contact with its environment has been found to cause unwanted slippage or rotation of the grasped object during experiments. Object in contact with environment will have frictional force imposed causing the unwanted incipient slip and rotations. Instead, we propose an incremental stepping methodology to determine the cavities in the environment. This modification has demonstrated improvement in insertion accuracy as compared to the baseline methodology conducted by previous research. Bachelor of Engineering (Electrical and Electronic Engineering) 2022-05-26T13:01:04Z 2022-05-26T13:01:04Z 2022 Final Year Project (FYP) Thya, L. (2022). Tactile-guided robot manipulation. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157977 https://hdl.handle.net/10356/157977 en B3129-211 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Electrical and electronic engineering
spellingShingle Engineering::Electrical and electronic engineering
Thya, Lydia
Tactile-guided robot manipulation
description Tactile sensing was developed over the years to replicate the human sensory feature, touch. Touch senses have enabled us to understand our environment and react accordingly. Often, we are able to perform tasks solely based on our touch and vestibular senses. In this report, we will address the techniques used for performing blind insertion of a rigid object into its environment. The object will be grasped with a two-fingered gripper that is equipped with an aggregated force-torque sensor. The recent-state-of-the-art method ensures object and environment always remain in contact with its environment has been found to cause unwanted slippage or rotation of the grasped object during experiments. Object in contact with environment will have frictional force imposed causing the unwanted incipient slip and rotations. Instead, we propose an incremental stepping methodology to determine the cavities in the environment. This modification has demonstrated improvement in insertion accuracy as compared to the baseline methodology conducted by previous research.
author2 Lin Zhiping
author_facet Lin Zhiping
Thya, Lydia
format Final Year Project
author Thya, Lydia
author_sort Thya, Lydia
title Tactile-guided robot manipulation
title_short Tactile-guided robot manipulation
title_full Tactile-guided robot manipulation
title_fullStr Tactile-guided robot manipulation
title_full_unstemmed Tactile-guided robot manipulation
title_sort tactile-guided robot manipulation
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/157977
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