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Kinematic Control of Redundant Robot Arms Using Neural Networks by Shuai Li, ...

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Item specifics

Condition
Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See the ...
Book Title
Kinematic Control of Redundant Robot Arms Using Neural Networks
ISBN
9781119556961
EAN
9781119556961
Publication Year
2019
Type
Textbook
Format
Hardcover
Language
English
Publication Name
Kinematic Control of Redundant Robot Arms Using Neural Networks
Item Height
249mm
Author
Shuai Li, Long Jin, Mohammed Aquil Mirza
Publisher
John Wiley & Sons AND Sons LTD
Item Width
175mm
Subject
Engineering & Technology
Item Weight
482g
Number of Pages
216 Pages

About this product

Product Information

Presents pioneering and comprehensive work on engaging movement in robotic arms, with a specific focus on neural networks This book presents and investigates different methods and schemes for the control of robotic arms whilst exploring the field from all angles. On a more specific level, it deals with the dynamic-neural-network based kinematic control of redundant robot arms by using theoretical tools and simulations. Kinematic Control of Redundant Robot Arms Using Neural Networks is divided into three parts: Neural Networks for Serial Robot Arm Control; Neural Networks for Parallel Robot Control; and Neural Networks for Cooperative Control. The book starts by covering zeroing neural networks for control, and follows up with chapters on adaptive dynamic programming neural networks for control; projection neural networks for robot arm control; and neural learning and control co-design for robot arm control. Next, it looks at robust neural controller design for robot arm control and teaches readers how to use neural networks to avoid robot singularity. It then instructs on neural network based Stewart platform control and neural network based learning and control co-design for Stewart platform control. The book finishes with a section on zeroing neural networks for robot arm motion generation. Provides comprehensive understanding on robot arm control aided with neural networks Presents neural network-based control techniques for single robot arms, parallel robot arms (Stewart platforms), and cooperative robot arms Provides a comparison of, and the advantages of, using neural networks for control purposes rather than traditional control based methods Includes simulation and modelling tasks (e.g., MATLAB) for onward application for research and engineering development By focusing on robot arm control aided by neural networks whilst examining central topics surrounding the field, Kinematic Control of Redundant Robot Arms Using Neural Networks is an excellent book for graduate students and academic and industrial researchers studying neural dynamics, neural networks, analog and digital circuits, mechatronics, and mechanical engineering.

Product Identifiers

Publisher
John Wiley & Sons AND Sons LTD
ISBN-13
9781119556961
eBay Product ID (ePID)
17046672655

Product Key Features

Author
Shuai Li, Long Jin, Mohammed Aquil Mirza
Publication Name
Kinematic Control of Redundant Robot Arms Using Neural Networks
Format
Hardcover
Language
English
Subject
Engineering & Technology
Publication Year
2019
Type
Textbook
Number of Pages
216 Pages

Dimensions

Item Height
249mm
Item Width
175mm
Item Weight
482g

Additional Product Features

Title_Author
Shuai Li, Mohammed Aquil Mirza, Long Jin
Series Title
Wiley-Ieee
Country/Region of Manufacture
United States

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  • GB 108277024
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