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Vision Based Identification and Force Control of Industrial Robots / by Abdullah Aamir Hayat, Shraddha Chaudhary, Riby Abraham Boby, Arun Dayal Udai, Sumantra Dutta Roy, Subir Kumar Saha, Santanu Chaudhury

By: Hayat, Abdullah Aamir, autor
Contributor(s): Chaudhary, Shraddha, autor | Boby, Riby Abraham, autor | Udai, Arun Dayal, autor | Dutta Roy, Sumantra, autor | Saha, Subir Kumar, autor | Chaudhury, Santanu, autor
Material type: materialTypeLabelE-bookSeries: (Studies in Systems Decision and Control, 2198-4190; 404).Publisher: Singapore : Springer International Publishing, 2022Edition: First edition 2022.Description: 1 recurso en línea (XXI, 196 páginas) : 115 ilustraciones, 86 ilustraciones a color.ISBN: 9789811669903.Subject: Robots industriales | Visión artificial (Robótica)Online resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
Introduction -- Vision System and Calibration -- Uncertainty and Sensitivity Analysis -- Identification -- Force Control and Assembly -- Integrated Assembly and Performance Evaluation -- Conclusion -- Vision and Uncertainty Analysis -- Robot Jacobian -- Code Snippets and Experimental Videos.
In: Springer Nature eBookSummary: This book focuses on end-to-end robotic applications using vision and control algorithms, exposing its readers to design innovative solutions towards sensors-guided robotic bin-picking and assembly in an unstructured environment. The use of sensor fusion is demonstrated through a bin-picking task of texture-less cylindrical objects. The system identification techniques are also discussed for obtaining precise kinematic and dynamic parameters of an industrial robot which facilitates the control schemes to perform pick-and-place tasks autonomously without any interference from the user. The uniqueness of this book lies in a judicious balance between theory and technology within the context of industrial application. Therefore, it will be valuable to researchers working in the area of vision- and force control- based robotics, as well as beginners in this inter-disciplinary area, as it deals with the basics and technologically advanced research strategies.
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Holdings
Item type Current library Collection Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Ciencias e Ingeniería TS191.8 2022 EB (Browse shelf(Opens below)) Acceso electrónico
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Introduction -- Vision System and Calibration -- Uncertainty and Sensitivity Analysis -- Identification -- Force Control and Assembly -- Integrated Assembly and Performance Evaluation -- Conclusion -- Vision and Uncertainty Analysis -- Robot Jacobian -- Code Snippets and Experimental Videos.

This book focuses on end-to-end robotic applications using vision and control algorithms, exposing its readers to design innovative solutions towards sensors-guided robotic bin-picking and assembly in an unstructured environment. The use of sensor fusion is demonstrated through a bin-picking task of texture-less cylindrical objects. The system identification techniques are also discussed for obtaining precise kinematic and dynamic parameters of an industrial robot which facilitates the control schemes to perform pick-and-place tasks autonomously without any interference from the user. The uniqueness of this book lies in a judicious balance between theory and technology within the context of industrial application. Therefore, it will be valuable to researchers working in the area of vision- and force control- based robotics, as well as beginners in this inter-disciplinary area, as it deals with the basics and technologically advanced research strategies.

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