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    1. Naturvetenskap och teknik
    2. Teknik och industri
    3. Elektronik och kommunikationer

    Fusion of Hard and Soft Control Strategies for the Robotic Hand

    AvCheng-Hung Chen,Desineni Subbaram Naidu

    Inbunden, Engelska, 2017

    Del i serien IEEE Press Series on Systems Science and Engineering

    1 593 kr

    Beställningsvara. Skickas inom 5-8 vardagar. Fri frakt över 249 kr.

    Beskrivning

    An in-depth review of hybrid control techniques for smart prosthetic hand technology by two of the world’s pioneering experts in the fieldLong considered the stuff of science fiction, a prosthetic hand capable of fully replicating all of that appendage’s various functions is closer to becoming reality than ever before. This book provides a comprehensive report on exciting recent developments in hybrid control techniques—one of the most crucial hurdles to be overcome in creating smart prosthetic hands.Coauthored by two of the world’s foremost pioneering experts in the field, Fusion of Hard and Soft Control Strategies for Robotic Hand treats robotic hands for multiple applications. Itbegins withan overview of advances in main control techniques that have been made over the past decade before addressing the military context for affordable robotic hand technology with tactile and/or proprioceptive feedback for hand amputees. Kinematics, homogeneous transformations, inverse and differential kinematics, trajectory planning, and dynamic models of two-link thumb and three-link index finger are discussed in detail. The remainder of the book is devoted to the most promising soft computing techniques, particle swarm optimization techniques, and strategies combining hard and soft controls.In addition, the book: Includes a report on exciting new developments in prosthetic/robotic hand technology, with an emphasis on the fusion of hard and soft control strategiesCovers both prosthetic and non-prosthetic hand designs for everything from routine human operations, robotic surgery, and repair and maintenance, to hazardous materials handling, space applications, explosives disposal, and moreProvides a comprehensive overview of five-fingered robotic hand technology kinematics, dynamics, and controlFeatures detailed coverage of important recent developments in neuroprostheticsFusion of Hard and Soft Control Strategies for Robotic Hand is a must-read for researchers in control engineering, robotic engineering, biomedical sciences and engineering, and rehabilitation engineering.

    Produktinformation

    • Utgivningsdatum:2017-11-28
    • Mått:158 x 229 x 23 mm
    • Vikt:544 g
    • Format:Inbunden
    • Språk:Engelska
    • Serie:IEEE Press Series on Systems Science and Engineering
    • Antal sidor:256
    • Förlag:John Wiley & Sons Inc
    • ISBN:9781119273592

    Utforska kategorier

    • Elektronik och kommunikationer inom Naturvetenskap och teknik

    Mer om författaren

    CHENG-HUNG CHEN, PhD2, IEEE Senior Member, is an Applications Engineer at Synova USA in Secaucus, New Jersey, which is Micro-Machining Center of Laser MicroJet© technology. He performs Laser Micro-machining tests to meet customer expectations in industry markets of aerospace, medical healthcare, diamond & jewelry, energy, tool manufacturing, and semiconductor. He holds doctorates in Engineering and Applied Science as well as in the Biological Sciences.DESINENI SUBBARAM NAIDU, PhD, Life Fellow IEEE, is the Minnesota Power Jack F. Rowe Endowed Chair and Professor of Electrical Engineering at the University of Minnesota, Duluth, USA. He pioneered several notable interdisciplinary research projects including Smart Prosthetic Hand Technology at the Measurement and Control Engineering Research Center (MCERC), Idaho State University, Pocatello, Idaho, USA.

    Innehållsförteckning

    • List of Figures xiList of Tables xvii1 Introduction 11.1 Relevance to Military 21.2 Control Strategies 31.2.1 Prosthetic/Robotic Hands 31.2.2 Chronological Overview 51.2.3 Overview of Main Control Techniques Since 2007 151.2.4 Revolutionary Prosthesis 181.3 Fusion of Intelligent Control Strategies 191.3.1 Fusion of Hard and Soft Computing/Control Strategies 191.4 Overview of Our Research 221.5 Developments in Neuroprosthetics 231.6 Chapter Summary 242 Kinematics and Trajectory Planning 472.1 Human Hand Anatomy 482.2 Forward Kinematics 492.2.1 Homogeneous Transformations 502.2.2 Serial -Link Revolute-Joint Planar Manipulator 542.2.3 Two-Link Thumb 582.2.4 Three-Link Index Finger 602.2.5 Three-Dimensional Five-Fingered Robotic Hand 622.3 Inverse Kinematics 662.3.1 Two-Link Thumb 662.3.2 Three-Link Fingers 672.3.3 Fingertip Workspace 682.3.3.1 Two-Link Thumb and Three-Link Index Finger 692.3.3.2 Five-Fingered Robotic Hand 702.4 Differential Kinematics 702.4.1 Serial -Link Revolute-Joint Planar Manipulator 712.4.1.1 Some Properties of RotationMatrices 722.4.1.2 Rigid Body Kinematics 742.4.2 Two-Link Thumb 782.4.3 Three-Link Index Finger 792.5 Trajectory Planning 802.5.1 Trajectory Planning Using Cubic Polynomial 812.5.2 Trajectory Planning Using Cubic Bezier Curve 822.5.3 Simulation Results of Trajectory Paths 843 Dynamic Models 933.1 Actuators 933.1.1 Electric DC Motor 933.1.2 Mechanical Gear Transmission 943.2 Dynamics 963.3 Two-Link Thumb 963.4 Three-Link Index Finger 994 Soft Computing/Control Strategies 1054.1 Fuzzy Logic 1054.2 Neural Network 1084.3 Adaptive Neuro-Fuzzy Inference System 1084.4 Tabu Search 1134.4.1 Tabu Concepts 1134.4.2 Enhanced Continuous Tabu Search 1144.4.2.1 Initialization of Parameters 1144.4.2.2 Diversification 1144.4.2.3 Selecting the Most Promising Area 1154.4.2.4 Intensi cation 1164.5 Genetic Algorithm 1184.5.1 Basic GA Procedures 1184.6 Particle Swarm Optimization 1214.6.1 Basic PSO Procedures and Formulations 1214.6.2 Five Different PSO Techniques 1254.6.3 Uniform Distribution and Normal Distribution 1284.7 Adaptive Particle Swarm Optimization 1304.7.1 APSO Procedures and Formulations 1304.7.2 Changed/Unchanged Velocity Direction 1344.8 Condensed Hybrid Optimization 1364.9 Simulation Results and Discussion 1374.9.1 PSO Dynamics Investigation 1374.9.1.1 Benchmark Problems 1374.9.1.2 Selection of Parameters 1384.9.1.3 Simulations 1394.9.2 APSO to Multiple Dimensional Problems 1454.9.3 PSO in Other Biomedical Applications 1494.9.3.1 Leukocyte Adhesion Molecules Modeling 1494.9.4 CHO to Multiple Dimensional Problems 1515 Fusion of Hard and Soft Control Strategies I 1615.1 Feedback Linearization 1615.1.1 State Variable Representation 1625.2 PD/PI/PID Controllers 1635.2.1 PD Controller 1645.2.2 PI Controller 1655.2.3 PID Controller 1655.3 Optimal Controller 1675.3.1 Optimal Regulation 1675.3.2 Linear Quadratic Optimal Control with Tracking System 1675.3.3 A Modified Optimal Control with Tracking System 1685.4 Adaptive Controller 1705.5 Simulation Results and Discussion 1725.5.1 Two-Link Thumb 1725.5.2 Three-Link Index Finger 1755.5.3 Three-Dimensional Five-Fingered Robotic Hand 1775.5.3.1 PID Control 1775.5.3.2 Optimal Control 1785.A Appendix: Regression Matrix 1986 Fusion of Hard and Soft Control Strategies II 2036.1 Fuzzy-Logic-Based PD Fusion Control Strategy 2036.1.1 Simulation Results and Discussion 2076.2 Genetic-Algorithm-Based PID Fusion Control Strategy 2126.2.1 Simulation Results and Discussion 2137 Conclusions and Future Work 2237.1 Conclusions 2237.2 Future Directions 225Index 229Epilogue 231