A Study on Image-based Visual Servoing Structure for 6-axis Industrial Manipulator

碩士 === 國立成功大學 === 電機工程學系 === 103 === Being the power house of the 3C industry around the world, Taiwan, is facing a serious low birth rate problem. Meanwhile, global demand for 3C products is higher and higher. As result, the problem of lack of worker will be getting worse. It is not surprising that...

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Main Authors: Ju-FengWu, 吳如峰
Other Authors: Ming-Yang Cheng
Format: Others
Language:zh-TW
Published: 2015
Online Access:http://ndltd.ncl.edu.tw/handle/tndd6e
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spelling ndltd-TW-103NCKU54420372019-05-15T22:08:25Z http://ndltd.ncl.edu.tw/handle/tndd6e A Study on Image-based Visual Servoing Structure for 6-axis Industrial Manipulator 工業用六軸機械手臂之基於影像視覺伺服架構研究 Ju-FengWu 吳如峰 碩士 國立成功大學 電機工程學系 103 Being the power house of the 3C industry around the world, Taiwan, is facing a serious low birth rate problem. Meanwhile, global demand for 3C products is higher and higher. As result, the problem of lack of worker will be getting worse. It is not surprising that the topic of industrial automation has once again become a hot issue. The 6-axis industrial manipulator is a servomechanism that is commonly used in many industrial applications to perform simple pick-and-place tasks. By equipping with computer vision, a 6-axis industrial manipulator can perform more flexible and complex tasks. Therefore, this thesis employs the image-based visual servoing structure, in which the drives of the servomotors of the 6-axis industrial manipulator are set to torque mode, and a camera mounted on the end effector is used to capture object features. However, when the drives of the servomotors are set to the torque mode, the built-in forward/inverse kinematics software and joint space controllers are no longer available. In order to cope with this difficulty, we develop our own forward/inverse kinematics software and joint space controllers in this thesis. In addition, when implementing the image-based visual servoing structure, one of the most crucial issues is to have accurate depth information. As a result, this thesis is aimed at developing an effective depth estimation algorithm. Experimental results verify the effectiveness of the forward/inverse kinematics software and joint space controllers. Experimental results also indicate that the proposed depth estimation algorithm is indeed feasible. Ming-Yang Cheng 鄭銘揚 2015 學位論文 ; thesis 82 zh-TW
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description 碩士 === 國立成功大學 === 電機工程學系 === 103 === Being the power house of the 3C industry around the world, Taiwan, is facing a serious low birth rate problem. Meanwhile, global demand for 3C products is higher and higher. As result, the problem of lack of worker will be getting worse. It is not surprising that the topic of industrial automation has once again become a hot issue. The 6-axis industrial manipulator is a servomechanism that is commonly used in many industrial applications to perform simple pick-and-place tasks. By equipping with computer vision, a 6-axis industrial manipulator can perform more flexible and complex tasks. Therefore, this thesis employs the image-based visual servoing structure, in which the drives of the servomotors of the 6-axis industrial manipulator are set to torque mode, and a camera mounted on the end effector is used to capture object features. However, when the drives of the servomotors are set to the torque mode, the built-in forward/inverse kinematics software and joint space controllers are no longer available. In order to cope with this difficulty, we develop our own forward/inverse kinematics software and joint space controllers in this thesis. In addition, when implementing the image-based visual servoing structure, one of the most crucial issues is to have accurate depth information. As a result, this thesis is aimed at developing an effective depth estimation algorithm. Experimental results verify the effectiveness of the forward/inverse kinematics software and joint space controllers. Experimental results also indicate that the proposed depth estimation algorithm is indeed feasible.
author2 Ming-Yang Cheng
author_facet Ming-Yang Cheng
Ju-FengWu
吳如峰
author Ju-FengWu
吳如峰
spellingShingle Ju-FengWu
吳如峰
A Study on Image-based Visual Servoing Structure for 6-axis Industrial Manipulator
author_sort Ju-FengWu
title A Study on Image-based Visual Servoing Structure for 6-axis Industrial Manipulator
title_short A Study on Image-based Visual Servoing Structure for 6-axis Industrial Manipulator
title_full A Study on Image-based Visual Servoing Structure for 6-axis Industrial Manipulator
title_fullStr A Study on Image-based Visual Servoing Structure for 6-axis Industrial Manipulator
title_full_unstemmed A Study on Image-based Visual Servoing Structure for 6-axis Industrial Manipulator
title_sort study on image-based visual servoing structure for 6-axis industrial manipulator
publishDate 2015
url http://ndltd.ncl.edu.tw/handle/tndd6e
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