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E-raamat: Adaptive Control for Robotic Manipulators [Taylor & Francis e-raamat]

Edited by (York University, Toronto, Canada), Edited by (University of Ontario Institute of Technology, Canada)
  • Formaat: 440 pages
  • Ilmumisaeg: 31-Mar-2021
  • Kirjastus: CRC Press
  • ISBN-13: 9781315166056
  • Taylor & Francis e-raamat
  • Hind: 281,59 €*
  • * hind, mis tagab piiramatu üheaegsete kasutajate arvuga ligipääsu piiramatuks ajaks
  • Tavahind: 402,26 €
  • Säästad 30%
  • Formaat: 440 pages
  • Ilmumisaeg: 31-Mar-2021
  • Kirjastus: CRC Press
  • ISBN-13: 9781315166056

The robotic mechanism and its controller make a complete system. As the robotic mechanism is reconfigured, the control system has to be adapted accordingly. The need for the reconfiguration usually arises from the changing functional requirements. This book will focus on the adaptive control of robotic manipulators to address the changed conditions. The aim of the book is to summarise and introduce the state-of-the-art technologies in the field of adaptive control of robotic manipulators in order to improve the methodologies on the adaptive control of robotic manipulators. Advances made in the past decades are described in the book, including adaptive control theories and design, and application of adaptive control to robotic manipulators.

Preface v
1 From MRAC to Learning-Based MPC: The Emerging Importance of Machine Learning for Control of Robot Manipulators
1(28)
K. Soltani Naveh
P. R. McAree
2 Discussion on Model Reference Adaptive Control of Robotic Manipulators
29(11)
Dan Zhang
Bin Wei
3 Data-Based Learning for Uncertain Robotic Systems
40(9)
Anup Parikh
Rushikesh Kamalapurkar
Warren E. Dixon
4 Reinforcement Learning of Robotic Manipulators
49(21)
Kei Senda
Yurika Tani
5 Adaptive Control for Multi-Fingered Robot Hands
70(28)
Satoshi Ueki
Haruhisa Kawasaki
6 Output Feedback Adaptive Control of Uncertain Dynamical Systems with Event-Triggering
98(26)
Ali Albattat
Benjamin Gruemvald
Tansel Yucelen
7 Event Sampled Adaptive Control of Robot Manipulators and Mobile Robot Formations
124(35)
N. Vignesh
H. M. Guzey
S. Jagannathan
8 Design, Integration and Analysis of a Hybrid Controller for Multi Degrees of Freedom Serial Mechanisms
159(13)
Dan Zhang
Bin Wei
9 Adaptive Control of Modular Ankle Exoskeletons in Neurologically Disabled Populations
172(36)
Anindo Roy
Larry W. Forrester
Richard F. Macko
10 Open Architecture High Value Added Robot Manufacturing Cells
208(56)
Delbert Tesar
11 The Adaptive Control Algorithm for Manipulators with Joint Flexibility
264(34)
Krzysztof Kozlowski
Piotr Sauer
12 Unification of Bipedal Robotic Walking using Quadratic Program-based Control Lyapunov Function: Applications to Regulation of ZMP and Angular Momentum
298(19)
Pilwon Hur
Kenneth Chao
Victor Christian Paredes Cauna
13 Robust Adaptive Nonlinear Control for Robotic Manipulators with Flexible Joints
317(20)
P. Krishnamurthy
F. Khorrami
Z. Wang
14 Adaptive Switching Iterative Learning Control of Robot Manipulator
337(37)
P. R. Ouyang
W. J. Zhang
15 Adaptive Robust Control Design for Robot Manipulators Based on Online Estimation of the Lumped Time-Varying Model Uncertainties
374(27)
Meysar Zeinali
Ebrahim Esmailzadeh
16 Evaluation of Microgenetic and Microimmune Algorithms for Solving Inverse Kinematics of Hyper-redundant Robotic Manipulators On-line
401(30)
D. Duzanec
S. Glumac
Z. Kovacic
M. Pavcevic
Index 431
Dan Zhang, Bin Wei