Adaptive Control of Robot Manipulators : A Unified Regressor-Free Approach. için kapak resmi
Adaptive Control of Robot Manipulators : A Unified Regressor-Free Approach.
Başlık:
Adaptive Control of Robot Manipulators : A Unified Regressor-Free Approach.
Yazar:
Huang, An-Chyau.
ISBN:
9789814307420
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Fiziksel Tanımlama:
1 online resource (274 pages)
İçerik:
Contents -- Preface -- 1 Introduction -- Free space tracking of a rigid robot -- Compliant motion control of a rigid robot -- Consideration of the actuator dynamics -- Consideration of the joint flexibility -- The regressor-free adaptive controller design -- The FAT-based design -- Organization of the book -- 2 Preliminaries -- 2.1 Introduction -- 2.2 Vector Spaces -- 2.2.1 Metric space -- 2.2.2 Normed vector space -- 2.3 Best Approximation Problem in Hilbert Space -- 2.4 Orthogonal Functions -- Examples of orthonormal functions -- 1. Taylor polynomials -- 2. Chebyshev polynomials -- 3. Legendre polynomials -- 4. Hermite polynomials -- 5. Laguerre polynomials -- 6. Bessel polynomials -- 7. Fourier series -- 2.5 Vector and Matrix Analysis -- 2.5.1 Properties of matrices -- 2.5.2 Differential calculus of vectors and matrices -- 2.6 Various Norms -- 2.6.1 Vector norms -- 2.6.2 Matrix norms -- 2.6.3 Function norms and normed function spaces -- 2.7 Representations for Approximation -- 2.8 Lyapunov Stability Theory -- 2.8.1 Concepts of stability -- 2.8.2 Lyapunov stability theorem -- Lyapunov stability theorem for autonomous systems -- LaSalle's theorem (Invariant set theorem) -- Lyapunov stability theorem for non-autonomous systems -- Barbalat's lemma -- 2.9 Sliding Control -- Smoothed sliding control law -- 2.10 Model Reference Adaptive Control -- 2.10.1 MRAC of LTI scalar systems -- 2.10.2 MRAC of LTI systems: vector case -- 2.10.3 Persistent excitation -- 2.10.4 Robust adaptive control -- Dead-Zone -- s-modification -- 2.11 General Uncertainties -- 2.11.1 MRAC of LTV systems -- 2.11.2 Sliding control for systems with unknown variation bounds -- Bound estimation for uncertain parameter -- 2.12 FAT-Based Adaptive Controller Design -- FAT-based MRAC for LTV systems -- Consideration of approximation error.

The case when the bound for the approximation error is known -- 3 Dynamic Equations for Robot Manipulators -- 3.1 Introduction -- 3.2 Rigid Robot -- 3.3 Rigid Robot Interacting with Environment -- 3.4 Electrically-Driven Rigid Robot -- 3.5 Electrically-Driven Rigid Robot Interacting with Environment -- 3.6 Flexible Joint Robot -- 3.7 Flexible Joint Robot Interacting with Environment -- 3.8 Electrically-Driven Flexible Joint Robot -- 3.9 Electrically-Driven Flexible Joint Robot Interacting with Environment -- 3.10 Conclusions -- 4 Adaptive Control of Rigid Robots -- 4.1 Introduction -- 4.2 Review of Conventional Adaptive Control for Rigid Robots -- 4.3 Slotine and Li's Approach -- 4.4 The Regressor Matrix -- 4.5 FAT-Based Adaptive Controller Design -- 4.6 Consideration of Actuator Dynamics -- 4.6.1 Regressor-based adaptive control -- 4.6.2 Regressor-free adaptive control -- 4.7 Conclusions -- 5 Adaptive Impedance Control of Rigid Robots -- 5.1 Introduction -- 5.2 Impedance Control and Adaptive Impedance Control -- 5.3 Regressor-Based Adaptive Impedance Controller Design -- 5.4 FAT-Based Adaptive Impedance Controller Design -- 5.5 Consideration of Actuator Dynamics -- 5.5.1 Regressor-based adaptive controller -- 5.5.2 Regressor-free adaptive controller -- 5.6 Conclusions -- 6 Adaptive Control of Flexible Joint Robots -- 6.1 Introduction -- 6.2 Control of Known Flexible Joint Robots -- 6.3 Regressor-Based Adaptive Control of Flexible Joint Robots -- 6.4 FAT-Based Adaptive Control of Flexible Joint Robots -- 6.5 Consideration of Actuator Dynamics -- 6.5.1 Regressor-based adaptive controller design -- 6.5.2 Regressor-free adaptive controller design -- 6.6 Conclusions -- 7 Adaptive Impedance Control of Flexible Joint Robots -- 7.1 Introduction -- 7.2 Impedance Control of Known Flexible Joint Robots.

7.3 Regressor-Based Adaptive Impedance Control of Flexible Joint Robots -- 7.4 Regressor-Free Adaptive Impedance Control of Flexible Joint Robots -- 7.5 Consideration of Actuator Dynamics -- 7.5.1 Regressor-based adaptive controller design -- 7.5.2 Regressor-free adaptive controller design -- 7.6 Conclusions -- Appendix -- References -- Symbols, Definitions and Abbreviations -- Index.
Özet:
This book introduces an unified function approximation approach to the control of uncertain robot manipulators containing general uncertainties. It works for free space tracking control as well as compliant motion control. It is applicable to the rigid robot and the flexible joint robot. Even with actuator dynamics, the unified approach is still feasible. All these features make the book stand out from other existing publications.
Notlar:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2017. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
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