<abstract xmlns="http://www.w3.org/1999/xhtml"><p> At present, there are plenty of industrial robots that are programmed to do the same repetitive task all the time. Industrial robots doing such kind of job are not able to understand whether the action is correct, effective or good. Object detection, manipulation and grasping is challenging due to the hand and object modeling uncertainties, unknown contact type and object stiffness properties. In this paper, the proposal of an intelligent humanoid hand object detection and grasping model is presented assuming that the object properties are known. The control is simulated in the Matlab Simulink/ SimMechanics, Neural Network Toolbox and Computer Vision System Toolbox.</p></abstract>

At present, there are plenty of industrial robots that are programmed to do the same repetitive task all the time. Industrial robots doing such kind of job are not able to understand whether the action is correct, effective or good. Object detection, manipulation and grasping is challenging due to the hand and object modeling uncertainties, unknown contact type and object stiffness properties. In this paper, the proposal of an intelligent humanoid hand object detection and grasping model is presented assuming that the object properties are known. The control is simulated in the Matlab Simulink/ SimMechanics, Neural Network Toolbox and Computer Vision System Toolbox.

Improving Cognitive Skills of the Industrial Robot

Slovak University of Technology in Bratislava, Faculty of Materials Science and Technology in Trnava, Advanced Technologies Research Institute, Bottova 25, 917 24 Trnava, Slovakia

Research Papers Faculty of Materials Science and Technology Slovak University of Technology

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

{"article-title":"Improving Cognitive Skills of the Industrial Robot"}

At present, there are plenty of industrial robots that are programmed to do the same repetitive task all the time. Industrial robots doing such kind of job are...

Improving Cognitive Skills of the Industrial Robot

Published Online: Sep 30, 2015

Page range: 19 - 28

DOI: https://doi.org/10.1515/rput-2015-0023

Keywords
industrial robot, cognitive skills, object detection, pose estimation

© by Pavol Bezák

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Improving Cognitive Skills of the Industrial Robot

Published Online: Sep 30, 2015

Page range: 19 - 28

DOI: https://doi.org/10.1515/rput-2015-0023

Keywordsindustrial robot, cognitive skills, object detection, pose estimation

© by Pavol Bezák

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Keywords
industrial robot, cognitive skills, object detection, pose estimation