Adaptive Nonlinear Tracking Control Of Kinematically Redundant Robot Manipulators With Sub Task Extensions
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Author | : Xuefeng Zhou |
Publisher | : Springer Nature |
Total Pages | : 138 |
Release | : 2020-06-02 |
Genre | : Technology & Engineering |
ISBN | : 9811555036 |
This open access book mainly focuses on the safe control of robot manipulators. The control schemes are mainly developed based on dynamic neural network, which is an important theoretical branch of deep reinforcement learning. In order to enhance the safety performance of robot systems, the control strategies include adaptive tracking control for robots with model uncertainties, compliance control in uncertain environments, obstacle avoidance in dynamic workspace. The idea for this book on solving safe control of robot arms was conceived during the industrial applications and the research discussion in the laboratory. Most of the materials in this book are derived from the authors’ papers published in journals, such as IEEE Transactions on Industrial Electronics, neurocomputing, etc. This book can be used as a reference book for researcher and designer of the robotic systems and AI based controllers, and can also be used as a reference book for senior undergraduate and graduate students in colleges and universities.
Author | : |
Publisher | : |
Total Pages | : 810 |
Release | : 2005 |
Genre | : Robots |
ISBN | : |
Author | : John J. Craig |
Publisher | : Addison Wesley Publishing Company |
Total Pages | : 152 |
Release | : 1988 |
Genre | : Technology & Engineering |
ISBN | : |
Author | : Bruno Siciliano |
Publisher | : Springer Science & Business Media |
Total Pages | : 154 |
Release | : 2012-12-06 |
Genre | : Technology & Engineering |
ISBN | : 1461544319 |
One of the fundamental requirements for the success of a robot task is the capability to handle interaction between manipulator and environment. The quantity that describes the state of interaction more effectively is the contact force at the manipulator's end effector. High values of contact force are generally undesirable since they may stress both the manipulator and the manipulated object; hence the need to seek for effective force control strategies. The book provides a theoretical and experimental treatment of robot interaction control. In the framework of model-based operational space control, stiffness control and impedance control are presented as the basic strategies for indirect force control; a key feature is the coverage of six-degree-of-freedom interaction tasks and manipulator kinematic redundancy. Then, direct force control strategies are presented which are obtained from motion control schemes suitably modified by the closure of an outer force regulation feedback loop. Finally, advanced force and position control strategies are presented which include passivity-based, adaptive and output feedback control schemes. Remarkably, all control schemes are experimentally tested on a setup consisting of a seven-joint industrial robot with open control architecture and force/torque sensor. The topic of robot force control is not treated in depth in robotics textbooks, in spite of its crucial importance for practical manipulation tasks. In the few books addressing this topic, the material is often limited to single-degree-of-freedom tasks. On the other hand, several results are available in the robotics literature but no dedicated monograph exists. The book is thus aimed at filling this gap by providing a theoretical and experimental treatment of robot force control.
Author | : |
Publisher | : |
Total Pages | : 1020 |
Release | : 1999 |
Genre | : Aeronautics |
ISBN | : |
Author | : Mark W Spong |
Publisher | : John Wiley & Sons |
Total Pages | : 356 |
Release | : 2008-08-04 |
Genre | : Robots |
ISBN | : 9788126517800 |
This self-contained introduction to practical robot kinematics and dynamics includes a comprehensive treatment of robot control. It provides background material on terminology and linear transformations, followed by coverage of kinematics and inverse kinematics, dynamics, manipulator control, robust control, force control, use of feedback in nonlinear systems, and adaptive control. Each topic is supported by examples of specific applications. Derivations and proofs are included in many cases. The book includes many worked examples, examples illustrating all aspects of the theory, and problems.
Author | : |
Publisher | : |
Total Pages | : 976 |
Release | : 1990 |
Genre | : Aeronautics |
ISBN | : |
Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.
Author | : |
Publisher | : |
Total Pages | : 1380 |
Release | : 1991 |
Genre | : Mechanics, Applied |
ISBN | : |
Author | : F W Lewis |
Publisher | : CRC Press |
Total Pages | : 470 |
Release | : 1998-11-30 |
Genre | : Technology & Engineering |
ISBN | : 9780748405961 |
There has been great interest in "universal controllers" that mimic the functions of human processes to learn about the systems they are controlling on-line so that performance improves automatically. Neural network controllers are derived for robot manipulators in a variety of applications including position control, force control, link flexibility stabilization and the management of high-frequency joint and motor dynamics. The first chapter provides a background on neural networks and the second on dynamical systems and control. Chapter three introduces the robot control problem and standard techniques such as torque, adaptive and robust control. Subsequent chapters give design techniques and Stability Proofs For NN Controllers For Robot Arms, Practical Robotic systems with high frequency vibratory modes, force control and a general class of non-linear systems. The last chapters are devoted to discrete- time NN controllers. Throughout the text, worked examples are provided.
Author | : |
Publisher | : |
Total Pages | : 702 |
Release | : 1989 |
Genre | : Documentation |
ISBN | : |