Modelling and Control of Robot Manipulators

Size: px
Start display at page:

Download "Modelling and Control of Robot Manipulators"

Transcription

1 L. Sciavicco and B. Siciliano Modelling and Control of Robot Manipulators Second Edition With 190 Figures Springer

2 Table of Contents 1. Introduction Robotics Industrial Robot Manipulator Structures Modelling and Control of Robot Manipulators Modelling Control Bibliographical Reference Texts Kinematics Position and Orientation of a Rigid Body Rotation Matrix Elementary Rotations Representation of a Vector Rotation of a Vector Composition of Rotation Matrices Euler Angles ZYZ Angles Roll-Pitch-Yaw Angles Angle and Axis Unit Quaternion Homogeneous Transformations Direct Kinematics Open Chain Denavit-Hartenberg Convention Closed Chain Kinematics of Typical Manipulator Structures Three-link Planar Arm Parallelogram Arm Spherical Arm Anthropomorphic Arm Spherical Wrist Stanford Manipulator Anthropomorphic Arm with Spherical Wrist Joint Space and Operational Space Workspace 61

3 xx Table of Contents Kinematic Redundancy Kinematic Calibration Inverse Kinematics Problem Solution of Three-link Planar Arm Solution of Manipulators with Spherical Wrist Solution of Spherical Arm Solution of Anthropomorphic Arm Solution of Spherical Wrist 73 Problems 74 Bibliography Differential Kinematics and Statics* Geometric Jacobian Derivative of a Rotation Matrix Link Velocity Jacobian Computation Jacobian of Typical Manipulator Structures Three-link Planar Arm Anthropomorphic Arm Stanford Manipulator Kinematic Singularities Singularity Decoupling Wrist Singularities Arm Singularities Analysis of Redundancy Differential Kinematics Inversion Redundant Manipulators Kinematic Singularities Analytical Jacobian Inverse Kinematics Algorithms Jacobian (Pseudo-)Inverse Jacobian Transpose Orientation Error A Comparison Between Inverse Kinematics Algorithms Statics Kineto-statics Duality Velocity and Force Transformation Closed Chain Manipulability Ellipsoids 121 Problems 127 Bibliography Dynamics Lagrange Formulation Computation of Kinetic Energy Computation of Potential Energy Equations of Motion 140

4 Table of Contents xxi 4.2 Notable Properties of Dynamic Model* Skew-symmetryofMatrixB-2C Linearity in the Dynamic Parameters Dynamic Model of Simple Manipulator Structures Two-link Cartesian Arm Two-link Planar Arm Parallelogram Arm Dynamic Parameter Identification* Newton-Euler Formulation* Link Acceleration Recursive Algorithm Example Direct Dynamics and Inverse Dynamics* Operational Space Dynamic Model* Dynamic Manipulability Ellipsoid* 179 Problems 181 Bibliography Trajectory Planning Path and Trajectory Joint Space Trajectories Point-to-point Motion Path Motion Operational Space Trajectories Path Primitives Position Orientation Dynamic Scaling of Trajectories 209 Problems 211 Bibliography Motion Control The Control Problem Joint Space Control Independent Joint Control Feedback Control Decentralized Feedforward Compensation Computed Torque Feedforward Control Centralized Control* PD Control with Gravity Compensation Inverse Dynamics Control Robust Control Adaptive Control Operational Space Control* General Schemes PD Control with Gravity Compensation Inverse Dynamics Control 254

5 xxii Table of Contents 6.7 A Comparison Between Various Control Schemes* 256 Problems 263 Bibliography Interaction Control* Manipulator Interaction with Environment Compliance Control Impedance Control Force Control Force Control with Inner Position Loop Force Control with Inner Velocity Loop Parallel Force/Position Control Natural Constraints and Artificial Constraints Case Studies Hybrid Force/Position Control 288 Problems 292 Bibliography Actuators and Sensors Joint Actuating System Transmissions Servomotors Power Amplifiers Power Supplies Servomotors Electric Servomotors Hydraulic Servomotors Sensors Position Transducers Velocity Transducers Force Sensors Vision Sensors 315 Problems 319 Bibliography Control Architecture Functional Architecture Programming Environment Teaching-by-showing Robot-oriented Programming Hardware Architecture 329 Problems 332 Bibliography 333 Appendix A. Linear Algebra 335 A.I Definitions 335 A.2 Matrix Operations 337

6 Table of Contents xxiii A.3 Vector Operations 341 A.4 Linear Transformations 344 A.5 Eigenvalues and Eigenvectors 345 A.6 Bilinear Forms and Quadratic Forms 345 A.7 Pseudo-inverse 347 A.8 Singular Value Decomposition 348 Bibliography 349 Appendix B. Rigid Body Mechanics 351 B.I Kinematics 351 B.2 Dynamics 353 B.3 Work and Energy 356 B.4 Constrained Systems 356 Bibliography 359 Appendix C. Feedback Control 361 C.I Control of Single-input/Single-outputLinear Systems 361 C.2 Control of Nonlinear Mechanical Systems 366 C.3 Lyapunov Direct Method 368 Bibliography 369 Index 371

Design-Simulation-Optimization Package for a Generic 6-DOF Manipulator with a Spherical Wrist

Design-Simulation-Optimization Package for a Generic 6-DOF Manipulator with a Spherical Wrist Design-Simulation-Optimization Package for a Generic 6-DOF Manipulator with a Spherical Wrist MHER GRIGORIAN, TAREK SOBH Department of Computer Science and Engineering, U. of Bridgeport, USA ABSTRACT Robot

More information

ME 115(b): Solution to Homework #1

ME 115(b): Solution to Homework #1 ME 115(b): Solution to Homework #1 Solution to Problem #1: To construct the hybrid Jacobian for a manipulator, you could either construct the body Jacobian, JST b, and then use the body-to-hybrid velocity

More information

Motion Control of 3 Degree-of-Freedom Direct-Drive Robot. Rutchanee Gullayanon

Motion Control of 3 Degree-of-Freedom Direct-Drive Robot. Rutchanee Gullayanon Motion Control of 3 Degree-of-Freedom Direct-Drive Robot A Thesis Presented to The Academic Faculty by Rutchanee Gullayanon In Partial Fulfillment of the Requirements for the Degree Master of Engineering

More information

INTRODUCTION. Robotics is a relatively young field of modern technology that crosses traditional

INTRODUCTION. Robotics is a relatively young field of modern technology that crosses traditional 1 INTRODUCTION Robotics is a relatively young field of modern technology that crosses traditional engineering boundaries. Understanding the complexity of robots and their applications requires knowledge

More information

Dynamics. Basilio Bona. DAUIN-Politecnico di Torino. Basilio Bona (DAUIN-Politecnico di Torino) Dynamics 2009 1 / 30

Dynamics. Basilio Bona. DAUIN-Politecnico di Torino. Basilio Bona (DAUIN-Politecnico di Torino) Dynamics 2009 1 / 30 Dynamics Basilio Bona DAUIN-Politecnico di Torino 2009 Basilio Bona (DAUIN-Politecnico di Torino) Dynamics 2009 1 / 30 Dynamics - Introduction In order to determine the dynamics of a manipulator, it is

More information

Operational Space Control for A Scara Robot

Operational Space Control for A Scara Robot Operational Space Control for A Scara Robot Francisco Franco Obando D., Pablo Eduardo Caicedo R., Oscar Andrés Vivas A. Universidad del Cauca, {fobando, pacaicedo, avivas }@unicauca.edu.co Abstract This

More information

Robot Dynamics and Control

Robot Dynamics and Control Robot Dynamics and Control Second Edition Mark W. Spong, Seth Hutchinson, and M. Vidyasagar January 28, 2004 2 Contents 1 INTRODUCTION 5 1.1 Robotics..................................... 5 1.2 History

More information

Essential Mathematics for Computer Graphics fast

Essential Mathematics for Computer Graphics fast John Vince Essential Mathematics for Computer Graphics fast Springer Contents 1. MATHEMATICS 1 Is mathematics difficult? 3 Who should read this book? 4 Aims and objectives of this book 4 Assumptions made

More information

Introduction to Robotics Analysis, Systems, Applications

Introduction to Robotics Analysis, Systems, Applications Introduction to Robotics Analysis, Systems, Applications Saeed B. Niku Mechanical Engineering Department California Polytechnic State University San Luis Obispo Technische Urw/carsMt Darmstadt FACHBEREfCH

More information

Force/position control of a robotic system for transcranial magnetic stimulation

Force/position control of a robotic system for transcranial magnetic stimulation Force/position control of a robotic system for transcranial magnetic stimulation W.N. Wan Zakaria School of Mechanical and System Engineering Newcastle University Abstract To develop a force control scheme

More information

INSTRUCTOR WORKBOOK Quanser Robotics Package for Education for MATLAB /Simulink Users

INSTRUCTOR WORKBOOK Quanser Robotics Package for Education for MATLAB /Simulink Users INSTRUCTOR WORKBOOK for MATLAB /Simulink Users Developed by: Amir Haddadi, Ph.D., Quanser Peter Martin, M.A.SC., Quanser Quanser educational solutions are powered by: CAPTIVATE. MOTIVATE. GRADUATE. PREFACE

More information

Kinematics of Robots. Alba Perez Gracia

Kinematics of Robots. Alba Perez Gracia Kinematics of Robots Alba Perez Gracia c Draft date August 31, 2007 Contents Contents i 1 Motion: An Introduction 3 1.1 Overview.......................................... 3 1.2 Introduction.........................................

More information

Constraint satisfaction and global optimization in robotics

Constraint satisfaction and global optimization in robotics Constraint satisfaction and global optimization in robotics Arnold Neumaier Universität Wien and Jean-Pierre Merlet INRIA Sophia Antipolis 1 The design, validation, and use of robots poses a number of

More information

ACTUATOR DESIGN FOR ARC WELDING ROBOT

ACTUATOR DESIGN FOR ARC WELDING ROBOT ACTUATOR DESIGN FOR ARC WELDING ROBOT 1 Anurag Verma, 2 M. M. Gor* 1 G.H Patel College of Engineering & Technology, V.V.Nagar-388120, Gujarat, India 2 Parul Institute of Engineering & Technology, Limda-391760,

More information

Véronique PERDEREAU ISIR UPMC 6 mars 2013

Véronique PERDEREAU ISIR UPMC 6 mars 2013 Véronique PERDEREAU ISIR UPMC mars 2013 Conventional methods applied to rehabilitation robotics Véronique Perdereau 2 Reference Robot force control by Bruno Siciliano & Luigi Villani Kluwer Academic Publishers

More information

Robot Task-Level Programming Language and Simulation

Robot Task-Level Programming Language and Simulation Robot Task-Level Programming Language and Simulation M. Samaka Abstract This paper presents the development of a software application for Off-line robot task programming and simulation. Such application

More information

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. M.Sc. in Advanced Computer Science. Friday 18 th January 2008.

Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE. M.Sc. in Advanced Computer Science. Friday 18 th January 2008. COMP60321 Two hours UNIVERSITY OF MANCHESTER SCHOOL OF COMPUTER SCIENCE M.Sc. in Advanced Computer Science Computer Animation Friday 18 th January 2008 Time: 09:45 11:45 Please answer any THREE Questions

More information

Simulation of Trajectories and Comparison of Joint Variables for Robotic Manipulator Using Multibody Dynamics (MBD)

Simulation of Trajectories and Comparison of Joint Variables for Robotic Manipulator Using Multibody Dynamics (MBD) Simulation of Trajectories and Comparison of Joint Variables for Robotic Manipulator Using Multibody Dynamics (MBD) Jatin Dave Assistant Professor Nirma University Mechanical Engineering Department, Institute

More information

Introduction to Computer Graphics Marie-Paule Cani & Estelle Duveau

Introduction to Computer Graphics Marie-Paule Cani & Estelle Duveau Introduction to Computer Graphics Marie-Paule Cani & Estelle Duveau 04/02 Introduction & projective rendering 11/02 Prodedural modeling, Interactive modeling with parametric surfaces 25/02 Introduction

More information

Metrics on SO(3) and Inverse Kinematics

Metrics on SO(3) and Inverse Kinematics Mathematical Foundations of Computer Graphics and Vision Metrics on SO(3) and Inverse Kinematics Luca Ballan Institute of Visual Computing Optimization on Manifolds Descent approach d is a ascent direction

More information

Kinematics and Dynamics of Mechatronic Systems. Wojciech Lisowski. 1 An Introduction

Kinematics and Dynamics of Mechatronic Systems. Wojciech Lisowski. 1 An Introduction Katedra Robotyki i Mechatroniki Akademia Górniczo-Hutnicza w Krakowie Kinematics and Dynamics of Mechatronic Systems Wojciech Lisowski 1 An Introduction KADOMS KRIM, WIMIR, AGH Kraków 1 The course contents:

More information

Computer Animation. Lecture 2. Basics of Character Animation

Computer Animation. Lecture 2. Basics of Character Animation Computer Animation Lecture 2. Basics of Character Animation Taku Komura Overview Character Animation Posture representation Hierarchical structure of the body Joint types Translational, hinge, universal,

More information

On-line trajectory planning of robot manipulator s end effector in Cartesian Space using quaternions

On-line trajectory planning of robot manipulator s end effector in Cartesian Space using quaternions On-line trajectory planning of robot manipulator s end effector in Cartesian Space using quaternions Ignacio Herrera Aguilar and Daniel Sidobre (iherrera, daniel)@laas.fr LAAS-CNRS Université Paul Sabatier

More information

INTRODUCTION. Chapter 1. 1.1 Robotics

INTRODUCTION. Chapter 1. 1.1 Robotics Chapter 1 INTRODUCTION 1.1 Robotics Robotics is a relatively young field of modern technology that crosses traditional engineering boundaries. Understanding the complexity of robots and their applications

More information

3D Tranformations. CS 4620 Lecture 6. Cornell CS4620 Fall 2013 Lecture 6. 2013 Steve Marschner (with previous instructors James/Bala)

3D Tranformations. CS 4620 Lecture 6. Cornell CS4620 Fall 2013 Lecture 6. 2013 Steve Marschner (with previous instructors James/Bala) 3D Tranformations CS 4620 Lecture 6 1 Translation 2 Translation 2 Translation 2 Translation 2 Scaling 3 Scaling 3 Scaling 3 Scaling 3 Rotation about z axis 4 Rotation about z axis 4 Rotation about x axis

More information

Kinematical Animation. lionel.reveret@inria.fr 2013-14

Kinematical Animation. lionel.reveret@inria.fr 2013-14 Kinematical Animation 2013-14 3D animation in CG Goal : capture visual attention Motion of characters Believable Expressive Realism? Controllability Limits of purely physical simulation : - little interactivity

More information

WEB ENABLED ROBOT DESIGN AND DYNAMIC CONTROL SIMULATION SOFTWARE SOLUTIONS FROM TASK POINTS DESCRIPTION

WEB ENABLED ROBOT DESIGN AND DYNAMIC CONTROL SIMULATION SOFTWARE SOLUTIONS FROM TASK POINTS DESCRIPTION WEB ENABLED ROBOT DESIGN AND DYNAMIC CONTROL SIMULATION SOFTWARE SOLUTIONS FROM TASK POINTS DESCRIPTION Tarek M. Sobh, Bei Wang* and Sarosh H. Patel University of Bridgeport Bridgeport, CT 06601 U.S.A.

More information

An inertial haptic interface for robotic applications

An inertial haptic interface for robotic applications An inertial haptic interface for robotic applications Students: Andrea Cirillo Pasquale Cirillo Advisor: Ing. Salvatore Pirozzi Altera Innovate Italy Design Contest 2012 Objective Build a Low Cost Interface

More information

Figure 3.1.2 Cartesian coordinate robot

Figure 3.1.2 Cartesian coordinate robot Introduction to Robotics, H. Harry Asada Chapter Robot Mechanisms A robot is a machine capable of physical motion for interacting with the environment. Physical interactions include manipulation, locomotion,

More information

Time Domain and Frequency Domain Techniques For Multi Shaker Time Waveform Replication

Time Domain and Frequency Domain Techniques For Multi Shaker Time Waveform Replication Time Domain and Frequency Domain Techniques For Multi Shaker Time Waveform Replication Thomas Reilly Data Physics Corporation 1741 Technology Drive, Suite 260 San Jose, CA 95110 (408) 216-8440 This paper

More information

Practical Work DELMIA V5 R20 Lecture 1. D. Chablat / S. Caro Damien.Chablat@irccyn.ec-nantes.fr Stephane.Caro@irccyn.ec-nantes.fr

Practical Work DELMIA V5 R20 Lecture 1. D. Chablat / S. Caro Damien.Chablat@irccyn.ec-nantes.fr Stephane.Caro@irccyn.ec-nantes.fr Practical Work DELMIA V5 R20 Lecture 1 D. Chablat / S. Caro Damien.Chablat@irccyn.ec-nantes.fr Stephane.Caro@irccyn.ec-nantes.fr Native languages Definition of the language for the user interface English,

More information

An Application of Robotic Optimization: Design for a Tire Changing Robot

An Application of Robotic Optimization: Design for a Tire Changing Robot An Application of Robotic Optimization: Design for a Tire Changing Robot RAUL MIHALI, MHER GRIGORIAN and TAREK SOBH Department of Computer Science and Engineering, University of Bridgeport, Bridgeport,

More information

Lecture 7. Matthew T. Mason. Mechanics of Manipulation. Lecture 7. Representing Rotation. Kinematic representation: goals, overview

Lecture 7. Matthew T. Mason. Mechanics of Manipulation. Lecture 7. Representing Rotation. Kinematic representation: goals, overview Matthew T. Mason Mechanics of Manipulation Today s outline Readings, etc. We are starting chapter 3 of the text Lots of stuff online on representing rotations Murray, Li, and Sastry for matrix exponential

More information

Pre-requisites 2012-2013

Pre-requisites 2012-2013 Pre-requisites 2012-2013 Engineering Computation The student should be familiar with basic tools in Mathematics and Physics as learned at the High School level and in the first year of Engineering Schools.

More information

Force and Visual Control for Safe Human Robot Interaction

Force and Visual Control for Safe Human Robot Interaction Force and Visual Control for Safe Human Robot Interaction Bruno SICILIANO www.prisma.unina.it PRISMA Team Force and Visual Control for Safe Human Robot Interaction 2/35 Bruno Siciliano Luigi Villani Vincenzo

More information

Content. Chapter 4 Functions 61 4.1 Basic concepts on real functions 62. Credits 11

Content. Chapter 4 Functions 61 4.1 Basic concepts on real functions 62. Credits 11 Content Credits 11 Chapter 1 Arithmetic Refresher 13 1.1 Algebra 14 Real Numbers 14 Real Polynomials 19 1.2 Equations in one variable 21 Linear Equations 21 Quadratic Equations 22 1.3 Exercises 28 Chapter

More information

CALIBRATION OF A ROBUST 2 DOF PATH MONITORING TOOL FOR INDUSTRIAL ROBOTS AND MACHINE TOOLS BASED ON PARALLEL KINEMATICS

CALIBRATION OF A ROBUST 2 DOF PATH MONITORING TOOL FOR INDUSTRIAL ROBOTS AND MACHINE TOOLS BASED ON PARALLEL KINEMATICS CALIBRATION OF A ROBUST 2 DOF PATH MONITORING TOOL FOR INDUSTRIAL ROBOTS AND MACHINE TOOLS BASED ON PARALLEL KINEMATICS E. Batzies 1, M. Kreutzer 1, D. Leucht 2, V. Welker 2, O. Zirn 1 1 Mechatronics Research

More information

Rigid body dynamics using Euler s equations, Runge-Kutta and quaternions.

Rigid body dynamics using Euler s equations, Runge-Kutta and quaternions. Rigid body dynamics using Euler s equations, Runge-Kutta and quaternions. Indrek Mandre http://www.mare.ee/indrek/ February 26, 2008 1 Motivation I became interested in the angular dynamics

More information

2. Dynamics, Control and Trajectory Following

2. Dynamics, Control and Trajectory Following 2. Dynamics, Control and Trajectory Following This module Flying vehicles: how do they work? Quick refresher on aircraft dynamics with reference to the magical flying space potato How I learned to stop

More information

INTELLIGENT SYSTEMS, CONTROL, AND AUTOMATION: SCIENCE AND ENGINEERING

INTELLIGENT SYSTEMS, CONTROL, AND AUTOMATION: SCIENCE AND ENGINEERING Robotics International Series on INTELLIGENT SYSTEMS, CONTROL, AND AUTOMATION: SCIENCE AND ENGINEERING VOLUME 43 Editor Professor S. G. Tzafestas, National Technical University of Athens, Greece Editorial

More information

An Application of Robotic Optimization: Design for a Tire Changing Robot

An Application of Robotic Optimization: Design for a Tire Changing Robot An Application of Robotic Optimization: Design for a Tire Changing Robot RAUL MIHALI, MHER GRIGORIAN and TAREK SOBH Department of Computer Science and Engineering, University of Bridgeport, Bridgeport,

More information

DESIGN, IMPLEMENTATION, AND COOPERATIVE COEVOLUTION OF AN AUTONOMOUS/TELEOPERATED CONTROL SYSTEM FOR A SERPENTINE ROBOTIC MANIPULATOR

DESIGN, IMPLEMENTATION, AND COOPERATIVE COEVOLUTION OF AN AUTONOMOUS/TELEOPERATED CONTROL SYSTEM FOR A SERPENTINE ROBOTIC MANIPULATOR Proceedings of the American Nuclear Society Ninth Topical Meeting on Robotics and Remote Systems, Seattle Washington, March 2001. DESIGN, IMPLEMENTATION, AND COOPERATIVE COEVOLUTION OF AN AUTONOMOUS/TELEOPERATED

More information

Mathematical Modeling and Design Analysis of a Dexterous Endeffector

Mathematical Modeling and Design Analysis of a Dexterous Endeffector International Journal of Engineering Research and Development ISSN: 2278-067X, Volume 1, Issue 9 (June 2012), PP.01-08 www.ijerd.com Mathematical Modeling and Design Analysis of a Dexterous Endeffector

More information

LEGO NXT-based Robotic Arm

LEGO NXT-based Robotic Arm Óbuda University e Bulletin Vol. 2, No. 1, 2011 LEGO NXT-based Robotic Arm Ákos Hámori, János Lengyel, Barna Reskó Óbuda University barna.resko@arek.uni-obuda.hu, hamoriakos@gmail.com, polish1987@gmail.com

More information

On Motion of Robot End-Effector using the Curvature Theory of Timelike Ruled Surfaces with Timelike Directrix

On Motion of Robot End-Effector using the Curvature Theory of Timelike Ruled Surfaces with Timelike Directrix Malaysian Journal of Mathematical Sciences 8(2): 89-204 (204) MALAYSIAN JOURNAL OF MATHEMATICAL SCIENCES Journal homepage: http://einspem.upm.edu.my/journal On Motion of Robot End-Effector using the Curvature

More information

Solving Simultaneous Equations and Matrices

Solving Simultaneous Equations and Matrices Solving Simultaneous Equations and Matrices The following represents a systematic investigation for the steps used to solve two simultaneous linear equations in two unknowns. The motivation for considering

More information

Al Akhawayn University in Ifrane. School of Science and Engineering. Design and Engineering of a Robot Arm

Al Akhawayn University in Ifrane. School of Science and Engineering. Design and Engineering of a Robot Arm Al Akhawayn University in Ifrane School of Science and Engineering Design and Engineering of a Robot Arm by Ali Elouafiq Supervised by Dr. Tajjedine Rachidi and Mr. Ahmed Elouafiq I- ABSTRACT: In the scope

More information

High Accuracy Articulated Robots with CNC Control Systems

High Accuracy Articulated Robots with CNC Control Systems Copyright 2012 SAE International 2013-01-2292 High Accuracy Articulated Robots with CNC Control Systems Bradley Saund, Russell DeVlieg Electroimpact Inc. ABSTRACT A robotic arm manipulator is often an

More information

their dynamics. Here we present an analysis of a detailed model of a threelink

their dynamics. Here we present an analysis of a detailed model of a threelink MASSACHUSETTS INSTITUTE OF TECHNOLOGY ARTIFICIAL INTELLIGENCE LABORATORY A.I. Memo 478 October 1977 DYNAMICS OF A THREE DEGREE OF FREEDOM KINEMATIC CHAIN Berthold K. P. Horn Ken-ichi Hi rokawa Vi jay V.

More information

THE problem of visual servoing guiding a robot using

THE problem of visual servoing guiding a robot using 582 IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, VOL. 13, NO. 4, AUGUST 1997 A Modular System for Robust Positioning Using Feedback from Stereo Vision Gregory D. Hager, Member, IEEE Abstract This paper

More information

Dimension Theory for Ordinary Differential Equations

Dimension Theory for Ordinary Differential Equations Vladimir A. Boichenko, Gennadij A. Leonov, Volker Reitmann Dimension Theory for Ordinary Differential Equations Teubner Contents Singular values, exterior calculus and Lozinskii-norms 15 1 Singular values

More information

How To Understand The Dynamics Of A Multibody System

How To Understand The Dynamics Of A Multibody System 4 Dynamic Analysis. Mass Matrices and External Forces The formulation of the inertia and external forces appearing at any of the elements of a multibody system, in terms of the dependent coordinates that

More information

An Introduction to Applied Mathematics: An Iterative Process

An Introduction to Applied Mathematics: An Iterative Process An Introduction to Applied Mathematics: An Iterative Process Applied mathematics seeks to make predictions about some topic such as weather prediction, future value of an investment, the speed of a falling

More information

NEW YORK STATE TEACHER CERTIFICATION EXAMINATIONS

NEW YORK STATE TEACHER CERTIFICATION EXAMINATIONS NEW YORK STATE TEACHER CERTIFICATION EXAMINATIONS TEST DESIGN AND FRAMEWORK September 2014 Authorized for Distribution by the New York State Education Department This test design and framework document

More information

F Matrix Calculus F 1

F Matrix Calculus F 1 F Matrix Calculus F 1 Appendix F: MATRIX CALCULUS TABLE OF CONTENTS Page F1 Introduction F 3 F2 The Derivatives of Vector Functions F 3 F21 Derivative of Vector with Respect to Vector F 3 F22 Derivative

More information

Intelligent Robotics Lab.

Intelligent Robotics Lab. 1 Variable Stiffness Actuation based on Dual Actuators Connected in Series and Parallel Prof. Jae-Bok Song (jbsong@korea.ac.kr ). (http://robotics.korea.ac.kr) ti k Depart. of Mechanical Engineering, Korea

More information

Diagnosis and Fault-Tolerant Control

Diagnosis and Fault-Tolerant Control Mogens Blanke Michel Kinnaert Jan Lunze Marcel Staroswiecki Diagnosis and Fault-Tolerant Control With contributions by Jochen Schroder With 228 Figures Springer 1. Introduction to diagnosis and fault-tolerant

More information

Principal Rotation Representations of Proper NxN Orthogonal Matrices

Principal Rotation Representations of Proper NxN Orthogonal Matrices Principal Rotation Representations of Proper NxN Orthogonal Matrices Hanspeter Schaub Panagiotis siotras John L. Junkins Abstract hree and four parameter representations of x orthogonal matrices are extended

More information

Computer Graphics. Geometric Modeling. Page 1. Copyright Gotsman, Elber, Barequet, Karni, Sheffer Computer Science - Technion. An Example.

Computer Graphics. Geometric Modeling. Page 1. Copyright Gotsman, Elber, Barequet, Karni, Sheffer Computer Science - Technion. An Example. An Example 2 3 4 Outline Objective: Develop methods and algorithms to mathematically model shape of real world objects Categories: Wire-Frame Representation Object is represented as as a set of points

More information

Nonlinear Iterative Partial Least Squares Method

Nonlinear Iterative Partial Least Squares Method Numerical Methods for Determining Principal Component Analysis Abstract Factors Béchu, S., Richard-Plouet, M., Fernandez, V., Walton, J., and Fairley, N. (2016) Developments in numerical treatments for

More information

CINEGEN: A RAPID PROTOTYPING TOOL FOR ROBOT MANIPULATORS

CINEGEN: A RAPID PROTOTYPING TOOL FOR ROBOT MANIPULATORS CINEGEN: A RAPID PROTOTYPING TOOL FOR ROBOT MANIPULATORS Lorenzo Flückiger Lorenzo.Flueckiger@epfl.ch Charles Baur Charles.Baur@epfl.ch Reymond Clavel Reymond.Clavel@epfl.ch Micro-Engineering Department,

More information

Matrix Normalization for Optimal Robot Design

Matrix Normalization for Optimal Robot Design IEEE International Conference on Robotics and Automation Leuven, Belgium, May 16-21, 1998. Matrix Normalization for Optimal Robot Design L. Stocco, S. E. Salcudean and F. Sassani * Department of Electrical

More information

CS Master Level Courses and Areas COURSE DESCRIPTIONS. CSCI 521 Real-Time Systems. CSCI 522 High Performance Computing

CS Master Level Courses and Areas COURSE DESCRIPTIONS. CSCI 521 Real-Time Systems. CSCI 522 High Performance Computing CS Master Level Courses and Areas The graduate courses offered may change over time, in response to new developments in computer science and the interests of faculty and students; the list of graduate

More information

Robot coined by Karel Capek in a 1921 science-fiction Czech play

Robot coined by Karel Capek in a 1921 science-fiction Czech play Robotics Robot coined by Karel Capek in a 1921 science-fiction Czech play Definition: A robot is a reprogrammable, multifunctional manipulator designed to move material, parts, tools, or specialized devices

More information

by the matrix A results in a vector which is a reflection of the given

by the matrix A results in a vector which is a reflection of the given Eigenvalues & Eigenvectors Example Suppose Then So, geometrically, multiplying a vector in by the matrix A results in a vector which is a reflection of the given vector about the y-axis We observe that

More information

Intelligent Submersible Manipulator-Robot, Design, Modeling, Simulation and Motion Optimization for Maritime Robotic Research

Intelligent Submersible Manipulator-Robot, Design, Modeling, Simulation and Motion Optimization for Maritime Robotic Research 20th International Congress on Modelling and Simulation, Adelaide, Australia, 1 6 December 2013 www.mssanz.org.au/modsim2013 Intelligent Submersible Manipulator-Robot, Design, Modeling, Simulation and

More information

Mathematics (MAT) MAT 061 Basic Euclidean Geometry 3 Hours. MAT 051 Pre-Algebra 4 Hours

Mathematics (MAT) MAT 061 Basic Euclidean Geometry 3 Hours. MAT 051 Pre-Algebra 4 Hours MAT 051 Pre-Algebra Mathematics (MAT) MAT 051 is designed as a review of the basic operations of arithmetic and an introduction to algebra. The student must earn a grade of C or in order to enroll in MAT

More information

Kinematics and force control for a Gantry-Tau robot

Kinematics and force control for a Gantry-Tau robot ISSN 0280-5316 ISRN LUTFD2/TFRT--5850--SE Kinematics and force control for a Gantry-Tau robot Johan Friman Department of Automatic Control Lund University January 2010 Lund University Department of Automatic

More information

Intelligent Mechatronic Model Reference Theory for Robot Endeffector

Intelligent Mechatronic Model Reference Theory for Robot Endeffector , pp.165-172 http://dx.doi.org/10.14257/ijunesst.2015.8.1.15 Intelligent Mechatronic Model Reference Theory for Robot Endeffector Control Mohammad sadegh Dahideh, Mohammad Najafi, AliReza Zarei, Yaser

More information

1 Introduction. Alberto Trevisani

1 Introduction. Alberto Trevisani Experimental Validation of a Trajectory Planning Approach Avoiding Cable Slackness and Excessive Tension in Underconstrained Translational Planar Cable-Driven Robots Alberto Trevisani Abstract The objective

More information

INTEGRAL METHODS IN LOW-FREQUENCY ELECTROMAGNETICS

INTEGRAL METHODS IN LOW-FREQUENCY ELECTROMAGNETICS INTEGRAL METHODS IN LOW-FREQUENCY ELECTROMAGNETICS I. Dolezel Czech Technical University, Praha, Czech Republic P. Karban University of West Bohemia, Plzeft, Czech Republic P. Solin University of Nevada,

More information

A Novel Design to Improve Pose Accuracy for Cable Robots

A Novel Design to Improve Pose Accuracy for Cable Robots The 14th IFToMM World Congress, Taipei, Taiwan, October 25-30, 2015 DOI Number: 10.6567/IFToMM.14TH.WC.OS2.018 A Novel Design to Improve Pose Accuracy for Cable Robots A. Gonzalez-Rodríguez Univ. Castilla-La

More information

Human-like Motion of a Humanoid Robot Arm Based on a Closed-Form Solution of the Inverse Kinematics Problem

Human-like Motion of a Humanoid Robot Arm Based on a Closed-Form Solution of the Inverse Kinematics Problem IEEE/RSJ Intern. Conf. on Intelligent Robots Systems IROS 23), USA, Oct. 27-3, 23 Human-like Motion of a Humanoid Robot Arm Based on a Closed-Form Solution of the Inverse Kinematics Problem T. Asfour R.

More information

MODELLING A SATELLITE CONTROL SYSTEM SIMULATOR

MODELLING A SATELLITE CONTROL SYSTEM SIMULATOR National nstitute for Space Research NPE Space Mechanics and Control Division DMC São José dos Campos, SP, Brasil MODELLNG A SATELLTE CONTROL SYSTEM SMULATOR Luiz C Gadelha Souza gadelha@dem.inpe.br rd

More information

Medical Robotics. Control Modalities

Medical Robotics. Control Modalities Università di Roma La Sapienza Medical Robotics Control Modalities The Hands-On Acrobot Robot Marilena Vendittelli Dipartimento di Ingegneria Informatica, Automatica e Gestionale Control modalities differ

More information

Physics 235 Chapter 1. Chapter 1 Matrices, Vectors, and Vector Calculus

Physics 235 Chapter 1. Chapter 1 Matrices, Vectors, and Vector Calculus Chapter 1 Matrices, Vectors, and Vector Calculus In this chapter, we will focus on the mathematical tools required for the course. The main concepts that will be covered are: Coordinate transformations

More information

CONTRIBUTIONS TO THE AUTOMATIC CONTROL OF AERIAL VEHICLES

CONTRIBUTIONS TO THE AUTOMATIC CONTROL OF AERIAL VEHICLES 1 / 23 CONTRIBUTIONS TO THE AUTOMATIC CONTROL OF AERIAL VEHICLES MINH DUC HUA 1 1 INRIA Sophia Antipolis, AROBAS team I3S-CNRS Sophia Antipolis, CONDOR team Project ANR SCUAV Supervisors: Pascal MORIN,

More information

13 MATH FACTS 101. 2 a = 1. 7. The elements of a vector have a graphical interpretation, which is particularly easy to see in two or three dimensions.

13 MATH FACTS 101. 2 a = 1. 7. The elements of a vector have a graphical interpretation, which is particularly easy to see in two or three dimensions. 3 MATH FACTS 0 3 MATH FACTS 3. Vectors 3.. Definition We use the overhead arrow to denote a column vector, i.e., a linear segment with a direction. For example, in three-space, we write a vector in terms

More information

CIS 536/636 Introduction to Computer Graphics. Kansas State University. CIS 536/636 Introduction to Computer Graphics

CIS 536/636 Introduction to Computer Graphics. Kansas State University. CIS 536/636 Introduction to Computer Graphics 2 Lecture Outline Animation 2 of 3: Rotations, Quaternions Dynamics & Kinematics William H. Hsu Department of Computing and Information Sciences, KSU KSOL course pages: http://bit.ly/hgvxlh / http://bit.ly/evizre

More information

CONCEPTUAL DESIGN OF A HYBRID ROBOT

CONCEPTUAL DESIGN OF A HYBRID ROBOT CONCEPTUAL DESIGN OF A HYBRID ROBOT Víctor Javier González-Villela 1, Patricio Martínez-Zamudio 2, Marcelo López-Parra 3, Juan de Dios Flores-Méndez 4, Ignacio Carlos Cruz-López 5 1, 2, 4, 5 Departamento

More information

Interactive Computer Graphics

Interactive Computer Graphics Interactive Computer Graphics Lecture 18 Kinematics and Animation Interactive Graphics Lecture 18: Slide 1 Animation of 3D models In the early days physical models were altered frame by frame to create

More information

Introduction Epipolar Geometry Calibration Methods Further Readings. Stereo Camera Calibration

Introduction Epipolar Geometry Calibration Methods Further Readings. Stereo Camera Calibration Stereo Camera Calibration Stereo Camera Calibration Stereo Camera Calibration Stereo Camera Calibration 12.10.2004 Overview Introduction Summary / Motivation Depth Perception Ambiguity of Correspondence

More information

Unit 1: INTRODUCTION TO ADVANCED ROBOTIC DESIGN & ENGINEERING

Unit 1: INTRODUCTION TO ADVANCED ROBOTIC DESIGN & ENGINEERING Unit 1: INTRODUCTION TO ADVANCED ROBOTIC DESIGN & ENGINEERING Technological Literacy Review of Robotics I Topics and understand and be able to implement the "design 8.1, 8.2 Technology Through the Ages

More information

Spacecraft Dynamics and Control. An Introduction

Spacecraft Dynamics and Control. An Introduction Brochure More information from http://www.researchandmarkets.com/reports/2328050/ Spacecraft Dynamics and Control. An Introduction Description: Provides the basics of spacecraft orbital dynamics plus attitude

More information

ANALYSIS AND OPTIMIZATION OF CLOSED-LOOP MANIPULATOR CALIBRATION WITH FIXED ENDPOINT

ANALYSIS AND OPTIMIZATION OF CLOSED-LOOP MANIPULATOR CALIBRATION WITH FIXED ENDPOINT ANALYSIS AND OPTIMIZATION OF CLOSED-LOOP MANIPULATOR CALIBRATION WITH FIXED ENDPOINT Marco Antonio Meggiolaro Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Department of Mechanical Engineering

More information

WMR Control Via Dynamic Feedback Linearization: Design, Implementation, and Experimental Validation

WMR Control Via Dynamic Feedback Linearization: Design, Implementation, and Experimental Validation IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, VOL. 10, NO. 6, NOVEMBER 2002 835 WMR Control Via Dynamic Feedback Linearization: Design, Implementation, and Experimental Validation Giuseppe Oriolo, Member,

More information

A Simulation Study on Joint Velocities and End Effector Deflection of a Flexible Two Degree Freedom Composite Robotic Arm

A Simulation Study on Joint Velocities and End Effector Deflection of a Flexible Two Degree Freedom Composite Robotic Arm International Journal of Advanced Mechatronics and Robotics (IJAMR) Vol. 3, No. 1, January-June 011; pp. 9-0; International Science Press, ISSN: 0975-6108 A Simulation Study on Joint Velocities and End

More information

A PAIR OF MEASURES OF ROTATIONAL ERROR FOR AXISYMMETRIC ROBOT END-EFFECTORS

A PAIR OF MEASURES OF ROTATIONAL ERROR FOR AXISYMMETRIC ROBOT END-EFFECTORS A PAIR OF MEASURES OF ROTATIONAL ERROR FOR AXISYMMETRIC ROBOT END-EFFECTORS Sébastien Briot, Ilian A. Bonev Department of Automated Manufacturing Engineering École de technologie supérieure (ÉTS), Montreal,

More information

Applied Linear Algebra I Review page 1

Applied Linear Algebra I Review page 1 Applied Linear Algebra Review 1 I. Determinants A. Definition of a determinant 1. Using sum a. Permutations i. Sign of a permutation ii. Cycle 2. Uniqueness of the determinant function in terms of properties

More information

MECE 102 Mechatronics Engineering Orientation

MECE 102 Mechatronics Engineering Orientation MECE 102 Mechatronics Engineering Orientation Mechatronic System Components Associate Prof. Dr. of Mechatronics Engineering Çankaya University Compulsory Course in Mechatronics Engineering Credits (2/0/2)

More information

Human Motion Mapping to a Robot Arm with Redundancy Resolution

Human Motion Mapping to a Robot Arm with Redundancy Resolution Human Motion Mapping to a Robot Arm with Redundancy Resolution F. Ficuciello, A. Romano, V. Lippiello, L. Villani and B. Siciliano Abstract In this paper the problem of mapping human arm motion to an anthropomorphic

More information

Worldwide, space agencies are increasingly exploiting multi-body dynamical structures for their most

Worldwide, space agencies are increasingly exploiting multi-body dynamical structures for their most Coupled Orbit-Attitude Dynamics in the Three-Body Problem: a Family of Orbit-Attitude Periodic Solutions Davide Guzzetti and Kathleen C. Howell Purdue University, Armstrong Hall of Engineering, 71 W. Stadium

More information

Design, Fabrication, and Evaluation of a New Haptic Device Using a Parallel Mechanism

Design, Fabrication, and Evaluation of a New Haptic Device Using a Parallel Mechanism IEEE/ASME TRANSACTIONS ON MECHATRONICS, VOL. 6, NO. 3, SEPTEMBER 2001 221 Design, Fabrication, and Evaluation of a New Haptic Device Using a Parallel Mechanism Jungwon Yoon and Jeha Ryu, Member, IEEE Abstract

More information

Kyu-Jung Kim Mechanical Engineering Department, California State Polytechnic University, Pomona, U.S.A.

Kyu-Jung Kim Mechanical Engineering Department, California State Polytechnic University, Pomona, U.S.A. MECHANICS: STATICS AND DYNAMICS Kyu-Jung Kim Mechanical Engineering Department, California State Polytechnic University, Pomona, U.S.A. Keywords: mechanics, statics, dynamics, equilibrium, kinematics,

More information

State of Stress at Point

State of Stress at Point State of Stress at Point Einstein Notation The basic idea of Einstein notation is that a covector and a vector can form a scalar: This is typically written as an explicit sum: According to this convention,

More information

Gravity Field and Dynamics of the Earth

Gravity Field and Dynamics of the Earth Milan Bursa Karel Pec Gravity Field and Dynamics of the Earth With 89 Figures Springer-Verlag Berlin Heidelberg New York London Paris Tokyo HongKong Barcelona Budapest Preface v Introduction 1 1 Fundamentals

More information

Full- day Workshop on Online and offline optimization for humanoid robots. at IEEE IROS 2013 in Tokyo

Full- day Workshop on Online and offline optimization for humanoid robots. at IEEE IROS 2013 in Tokyo Full- day Workshop on Online and offline optimization for humanoid robots at IEEE IROS 2013 in Tokyo Organizers: Eiichi Yoshida, Katja Mombaur, Tom Erez, Yuval Tassa Nov 7, 2013 TALK ABSTRACTS Tamim Asfour

More information

Synthesis of Constrained nr Planar Robots to Reach Five Task Positions

Synthesis of Constrained nr Planar Robots to Reach Five Task Positions Synthesis of Constrained nr Planar Robots to Reach Five Task Positions Gim Song Soh Robotics and Automation Laboratory University of California Irvine, California 9697-3975 Email: gsoh@uci.edu J. Michael

More information

Design of a six Degree-of-Freedom Articulated Robotic Arm for Manufacturing Electrochromic Nanofilms

Design of a six Degree-of-Freedom Articulated Robotic Arm for Manufacturing Electrochromic Nanofilms Abstract Design of a six Degree-of-Freedom Articulated Robotic Arm for Manufacturing Electrochromic Nanofilms by Maxine Emerich Advisor: Dr. Scott Pierce The subject of this report is the development of

More information