Kinematic Control of Redundant Robot Arms Using Neural Networks

Shuai Li, Long Jin, Mohammed Aquil Mirza

Informasi Dasar

21.21.2066
629.892
Buku - Elektronik (E-Book)

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 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.

Subjek

ROBOTICS AND AUTOMATION
 

Katalog

Kinematic Control of Redundant Robot Arms Using Neural Networks
9781119556992
216p.: pdf file.; 14 MB
Inggris

Sirkulasi

Rp. 0
Rp. 0
Tidak

Pengarang

Shuai Li, Long Jin, Mohammed Aquil Mirza
Perorangan
 
 

Penerbit

John Wiley & Sons, Inc.
Hoboken, New Jersey
2019

Koleksi

Kompetensi

 

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