Kinematics of the Stewart Platform (Reality Check 1: page 67)

Size: px
Start display at page:

Download "Kinematics of the Stewart Platform (Reality Check 1: page 67)"

Transcription

1 MATH 5: Computer Project # - Due on September 7, Kinematics of the Stewart Platform (Reality Check : page 7) A Stewart platform consists of six variable length struts, or prismatic joints, supporting a payload. Prismatic joints operate by changing the length of the strut, usually pneumatically or hydraulically. As a six-degree-offreedom robot, the Stewart platform can be placed at any point and inclination in three-dimensional space that is within its reach. To simplify matters, the project concerns a two-dimensional version of the Stewart platform. It will model a manipulator composed of a triangular platform in a fixed plane controlled by three struts, as shown in Figure. The inner triangle represents the planar Stewart platform whose dimensions are defined by the three lengths L, L, and L. Let γ denote the angle across from side L. The position of the platform is controlled by the three numbers p, p, and p, the variable lengths of the three struts. y (x, y ) p (x + L cos (θ + γ), y + L sin (θ + γ) L L (x + L cos θ, y + L sin θ) γ L p θ p (x, y) x (, ) (x, ) Figure : Schematic of planar Stewart platform. The forward kinematics problem is to use the lengths p, p, p to determine the unknowns x, y, θ. Finding the position of the platform, given the three strut lengths, is called the forward, or direct, kinematics problem for this manipulator. Namely, the problem is to compute (x, y) and θ for each given p, p, p. Since there are three degrees of freedom, it is natural to expect three numbers to specify the position. For motion planning, it is important to solve this problem as fast as possible, often in real time. Unfortunately, no closed-form solution of the planar Stewart platform forward kinematics problem is known. The best current methods involve reducing the geometry of Figure to a single equation and solving it using one of the solvers explained in this chapter. Your job is to complete the derivation of this equation and write

2 code to carry out its solution. Simple trigonometry applied to Figure implies the following three equations: In these equations, A = L cos θ x B = L sin θ p = x + y p = (x + A ) + (y + B ) p = (x + A ) + (y + B ) () A = L cos (θ + γ) x = L [cos θ cos γ sin θ sin γ] x B = L sin (θ + γ) y = L [cos θ sin γ + sin θ cos γ] y. Note that () solves the inverse kinematics problem of the planar Stewart platform, which is to find p, p, p given x, y, θ. Your goal is to solve the forward problem, namely, to find x, y, θ, given p, p, p. Multiplying out the last two equations of () and using the first yields which can be solved for x and y as p = x + y + A x + B y + A + B = p + A x + B y + A + B p = x + y + A x + B y + A + B = p + A x + B y + A + B, x = N D = B y = N D = A ( p p A ) ( B B p p A ) B (A B B A ) ( p p A ) ( B + A p p A ) B (A B B A ) as long as D = (A B B A ). Substituting these expressions for x and y into the first equation of (), and multiplying through by D, yields one equation, namely, f = N + N p D = () in the single unknown θ. (Recall that p, p, p, L, L, L, γ, x, x, y, are known.) If the roots of f(θ) can be found, the corresponding x- and y- values follow immediately from (). Note that f(θ) is a polynomial in sin θ and cos θ, so given any root θ, there are other roots θ + πk that are equivalent for the platform. For that reason, we can restrict attention to θ in [ π, π]. Activities () (). Write a Matlab function file for f(θ). The parameters L, L, L, γ, x, x, y are fixed constants, and the strut lengths p, p, p will be known for a given pose. Check Appendix B.5 if you are new to Matlab function files. Here are the first and last lines: function out=f(theta). out=n^+n^-p^*d^; To test your code, set the parameters L =,L = L =, γ = π/, p = p = p = 5 from Figure. Then substituting θ = π/ or θ = π/, corresponding to Figures a and b, respectively, should make f(θ) =.. Plot f(θ) on [ π, π]. You may use symbol as described in Appendix B.5 to assign a function handle to your function file in the plotting command. You may also need to precede arithmetic operations with the. character to vectorize the operations, as explained in Appendix B.. As a check of your work, there should be roots at ±π/. Solution: See Figure.

3 (a) (b) Figure : Two poses of the planar Stewart platform with identical arm lengths. Each pose corresponds to a solution of () with strut lengths p = p = p = 5. The shape of the triangle is defined by L =,L = L =, γ = π/.. Reproduce Figure. The Matlab commands >> plot([u u u u],[v v v v], r ); hold on; >> plot([ x x],[ y], bo ); will plot a red triangle with vertices (u,v),(u,v) (u,v) and place small circles at the strut anchor points (,), (x,), (x,y). In addition, draw the struts. Solution: See Figures a and b.. Solve the forward kinematics problem for the planar Stewart platform specified by x = 5, (x, y ) = (, ), L = L =, L =, γ = π/, p = p = 5, p =. Begin by plotting f(θ). Use an equation solver to find all four poses, and plot them. Check your answers by verifying that p, p, p are the lengths of the struts in your plot. Solution: The roots are: θ = and the respective poses are shown in Figures 5a to 5d. 5. Change the strut length to p = 7 and re-solve the problem. For these parameters, there are six poses. Solution: The roots are: θ = and the respective poses are shown in Figures a to f

4 Roots at θ = { -π/, π/} f(θ) θ Figure : Function f(θ) with respect to the θ-axis.. Find a strut length p, with the rest of the parameters as in Step, for which there are only two poses. Solution: Any value for p in the following intervals is valid..77 p. and 7.9 p Calculate the intervals in p, with the rest of the parameters as in Step, for which there are,,, and poses, respectively. Solution: Approximate intervals are (see Figure 7): # of roots x x (Graduate Students) Show that f(θ) has at most six roots in that interval.

5 y y x (a) θ = π/ x (b) θ = π/ Figure : Two poses of Step (a) θ =.7 (b) θ =. (c) θ =.7 (d) θ =.59 Figure 5: Four poses of Step 5

6 (a) θ =.7 (b) θ =.57 (c) θ =.7 (d) θ =.59 (e) θ =.9777 Figure : Six poses of Step 5 (f) θ =.59

7 Number of roots for f(θ) versus the value of p. number of roots p Figure 7: Intervals for which there are,,, and roots. 7

Planar Robot Kinematics

Planar Robot Kinematics V. Kumar lanar Robot Kinematics The mathematical modeling of spatial linkages is quite involved. t is useful to start with planar robots because the kinematics of planar mechanisms is generally much simpler

More information

Using Algebraic Geometry to Study the Motions of a Robotic Arm

Using Algebraic Geometry to Study the Motions of a Robotic Arm Using Algebraic Geometry to Study the Motions of a Robotic Arm Addison T. Grant January 28, 206 Abstract In this study we summarize selected sections of David Cox, John Little, and Donal O Shea s Ideals,

More information

Topics in Analytic Geometry Part II

Topics in Analytic Geometry Part II Name Chapter 9 Topics in Analytic Geometry Part II Section 9.4 Parametric Equations Objective: In this lesson you learned how to evaluate sets of parametric equations for given values of the parameter

More information

Inverse Kinematics. Given a desired position (p) & orientation (R) of the end-effector

Inverse Kinematics. Given a desired position (p) & orientation (R) of the end-effector Inverse Kinematics Given a desired position (p) & orientation (R) of the end-effector q ( q, q, q ) 1 2 n Find the joint variables which can bring the robot the desired configuration z y x 1 The Inverse

More information

To graph the point (r, θ), simply go out r units along the initial ray, then rotate through the angle θ. The point (1, 5π 6. ) is graphed below:

To graph the point (r, θ), simply go out r units along the initial ray, then rotate through the angle θ. The point (1, 5π 6. ) is graphed below: Polar Coordinates Any point in the plane can be described by the Cartesian coordinates (x, y), where x and y are measured along the corresponding axes. However, this is not the only way to represent points

More information

Math 7 Elementary Linear Algebra PLOTS and ROTATIONS

Math 7 Elementary Linear Algebra PLOTS and ROTATIONS Spring 2007 PLOTTING LINE SEGMENTS Math 7 Elementary Linear Algebra PLOTS and ROTATIONS Example 1: Suppose you wish to use MatLab to plot a line segment connecting two points in the xy-plane. Recall that

More information

Robotics. SAAST Robotics Robot Arms

Robotics. SAAST Robotics Robot Arms SAAST Robotics 008 Robot Arms Vijay Kumar Professor of Mechanical Engineering and Applied Mechanics and Professor of Computer and Information Science University of Pennsylvania Topics Types of robot arms

More information

Kinematics of Closed Chains

Kinematics of Closed Chains Chapter 7 Kinematics of Closed Chains Any kinematic chain that contains one or more loops is called a closed chain. Several examples of closed chains were encountered in Chapter 2, from the planar four-bar

More information

EEE 187: Robotics Summary 2

EEE 187: Robotics Summary 2 1 EEE 187: Robotics Summary 2 09/05/2017 Robotic system components A robotic system has three major components: Actuators: the muscles of the robot Sensors: provide information about the environment and

More information

autorob.github.io Inverse Kinematics UM EECS 398/598 - autorob.github.io

autorob.github.io Inverse Kinematics UM EECS 398/598 - autorob.github.io autorob.github.io Inverse Kinematics Objective (revisited) Goal: Given the structure of a robot arm, compute Forward kinematics: predicting the pose of the end-effector, given joint positions. Inverse

More information

DOUBLE CIRCULAR-TRIANGULAR SIX-DEGREES-OF- FREEDOM PARALLEL ROBOT

DOUBLE CIRCULAR-TRIANGULAR SIX-DEGREES-OF- FREEDOM PARALLEL ROBOT DOUBLE CIRCULAR-TRIANGULAR SIX-DEGREES-OF- FREEDOM PARALLEL ROBOT V. BRODSKY, D. GLOZMAN AND M. SHOHAM Department of Mechanical Engineering Technion-Israel Institute of Technology Haifa, 32000 Israel E-mail:

More information

Introduction to Robotics

Introduction to Robotics Université de Strasbourg Introduction to Robotics Bernard BAYLE, 2013 http://eavr.u-strasbg.fr/ bernard Modelling of a SCARA-type robotic manipulator SCARA-type robotic manipulators: introduction SCARA-type

More information

Jim Lambers MAT 169 Fall Semester Lecture 33 Notes

Jim Lambers MAT 169 Fall Semester Lecture 33 Notes Jim Lambers MAT 169 Fall Semester 2009-10 Lecture 33 Notes These notes correspond to Section 9.3 in the text. Polar Coordinates Throughout this course, we have denoted a point in the plane by an ordered

More information

Industrial Robots : Manipulators, Kinematics, Dynamics

Industrial Robots : Manipulators, Kinematics, Dynamics Industrial Robots : Manipulators, Kinematics, Dynamics z z y x z y x z y y x x In Industrial terms Robot Manipulators The study of robot manipulators involves dealing with the positions and orientations

More information

Lecture 3.5: Sumary of Inverse Kinematics Solutions

Lecture 3.5: Sumary of Inverse Kinematics Solutions MCE/EEC 647/747: Robot Dynamics and Control Lecture 3.5: Sumary of Inverse Kinematics Solutions Reading: SHV Sect.2.5.1, 3.3 Mechanical Engineering Hanz Richter, PhD MCE647 p.1/13 Inverse Orientation:

More information

To graph the point (r, θ), simply go out r units along the initial ray, then rotate through the angle θ. The point (1, 5π 6

To graph the point (r, θ), simply go out r units along the initial ray, then rotate through the angle θ. The point (1, 5π 6 Polar Coordinates Any point in the plane can be described by the Cartesian coordinates (x, y), where x and y are measured along the corresponding axes. However, this is not the only way to represent points

More information

: Find the values of the six trigonometric functions for θ. Special Right Triangles:

: Find the values of the six trigonometric functions for θ. Special Right Triangles: ALGEBRA 2 CHAPTER 13 NOTES Section 13-1 Right Triangle Trig Understand and use trigonometric relationships of acute angles in triangles. 12.F.TF.3 CC.9- Determine side lengths of right triangles by using

More information

Fundamentals of Robotics Study of a Robot - Chapter 2 and 3

Fundamentals of Robotics Study of a Robot - Chapter 2 and 3 Fundamentals of Robotics Study of a Robot - Chapter 2 and 3 Sergi Valverde u1068016@correu.udg.edu Daniel Martínez u1068321@correu.udg.edu June 9, 2011 1 Introduction This report introduces the second

More information

Robot Inverse Kinematics Asanga Ratnaweera Department of Mechanical Engieering

Robot Inverse Kinematics Asanga Ratnaweera Department of Mechanical Engieering PR 5 Robot Dynamics & Control /8/7 PR 5: Robot Dynamics & Control Robot Inverse Kinematics Asanga Ratnaweera Department of Mechanical Engieering The Inverse Kinematics The determination of all possible

More information

CAMI Education links: Maths NQF Level 2

CAMI Education links: Maths NQF Level 2 - 1 - CONTENT 1.1 Computational tools, estimation and approximations 1.2 Numbers MATHEMATICS - NQF Level 2 LEARNING OUTCOME Scientific calculator - addition - subtraction - multiplication - division -

More information

Robot mechanics and kinematics

Robot mechanics and kinematics University of Pisa Master of Science in Computer Science Course of Robotics (ROB) A.Y. 2016/17 cecilia.laschi@santannapisa.it http://didawiki.cli.di.unipi.it/doku.php/magistraleinformatica/rob/start Robot

More information

Workspaces of planar parallel manipulators

Workspaces of planar parallel manipulators Workspaces of planar parallel manipulators Jean-Pierre Merlet Clément M. Gosselin Nicolas Mouly INRIA Sophia-Antipolis Dép. de Génie Mécanique INRIA Rhône-Alpes BP 93 Université Laval 46 Av. Felix Viallet

More information

Section 10.1 Polar Coordinates

Section 10.1 Polar Coordinates Section 10.1 Polar Coordinates Up until now, we have always graphed using the rectangular coordinate system (also called the Cartesian coordinate system). In this section we will learn about another system,

More information

Parallel Robots. Mechanics and Control H AMID D. TAG HI RAD. CRC Press. Taylor & Francis Group. Taylor & Francis Croup, Boca Raton London NewYoric

Parallel Robots. Mechanics and Control H AMID D. TAG HI RAD. CRC Press. Taylor & Francis Group. Taylor & Francis Croup, Boca Raton London NewYoric Parallel Robots Mechanics and Control H AMID D TAG HI RAD CRC Press Taylor & Francis Group Boca Raton London NewYoric CRC Press Is an Imprint of the Taylor & Francis Croup, an informs business Contents

More information

Forward kinematics and Denavit Hartenburg convention

Forward kinematics and Denavit Hartenburg convention Forward kinematics and Denavit Hartenburg convention Prof. Enver Tatlicioglu Department of Electrical & Electronics Engineering Izmir Institute of Technology Chapter 5 Dr. Tatlicioglu (EEE@IYTE) EE463

More information

Applying Neural Network Architecture for Inverse Kinematics Problem in Robotics

Applying Neural Network Architecture for Inverse Kinematics Problem in Robotics J. Software Engineering & Applications, 2010, 3: 230-239 doi:10.4236/jsea.2010.33028 Published Online March 2010 (http://www.scirp.org/journal/jsea) Applying Neural Network Architecture for Inverse Kinematics

More information

[2] J. "Kinematics," in The International Encyclopedia of Robotics, R. Dorf and S. Nof, Editors, John C. Wiley and Sons, New York, 1988.

[2] J. Kinematics, in The International Encyclopedia of Robotics, R. Dorf and S. Nof, Editors, John C. Wiley and Sons, New York, 1988. 92 Chapter 3 Manipulator kinematics The major expense in calculating kinematics is often the calculation of the transcendental functions (sine and cosine). When these functions are available as part of

More information

Appendix D Trigonometry

Appendix D Trigonometry Math 151 c Lynch 1 of 8 Appendix D Trigonometry Definition. Angles can be measure in either degree or radians with one complete revolution 360 or 2 rad. Then Example 1. rad = 180 (a) Convert 3 4 into degrees.

More information

Objectives. Part 1: forward kinematics. Physical Dimension

Objectives. Part 1: forward kinematics. Physical Dimension ME 446 Laboratory #1 Kinematic Transformations Report is due at the beginning of your lab time the week of February 20 th. One report per group. Lab sessions will be held the weeks of January 23 rd, January

More information

Linear algebra deals with matrixes: two-dimensional arrays of values. Here s a matrix: [ x + 5y + 7z 9x + 3y + 11z

Linear algebra deals with matrixes: two-dimensional arrays of values. Here s a matrix: [ x + 5y + 7z 9x + 3y + 11z Basic Linear Algebra Linear algebra deals with matrixes: two-dimensional arrays of values. Here s a matrix: [ 1 5 ] 7 9 3 11 Often matrices are used to describe in a simpler way a series of linear equations.

More information

Math 231E, Lecture 34. Polar Coordinates and Polar Parametric Equations

Math 231E, Lecture 34. Polar Coordinates and Polar Parametric Equations Math 231E, Lecture 34. Polar Coordinates and Polar Parametric Equations 1 Definition of polar coordinates Let us first recall the definition of Cartesian coordinates: to each point in the plane we can

More information

Basilio Bona ROBOTICA 03CFIOR 1

Basilio Bona ROBOTICA 03CFIOR 1 Kinematic chains 1 Readings & prerequisites Chapter 2 (prerequisites) Reference systems Vectors Matrices Rotations, translations, roto-translations Homogeneous representation of vectors and matrices Chapter

More information

b) develop mathematical thinking and problem solving ability.

b) develop mathematical thinking and problem solving ability. Submission for Pre-Calculus MATH 20095 1. Course s instructional goals and objectives: The purpose of this course is to a) develop conceptual understanding and fluency with algebraic and transcendental

More information

4.1: Angles & Angle Measure

4.1: Angles & Angle Measure 4.1: Angles & Angle Measure In Trigonometry, we use degrees to measure angles in triangles. However, degree is not user friendly in many situations (just as % is not user friendly unless we change it into

More information

Robot mechanics and kinematics

Robot mechanics and kinematics University of Pisa Master of Science in Computer Science Course of Robotics (ROB) A.Y. 2017/18 cecilia.laschi@santannapisa.it http://didawiki.cli.di.unipi.it/doku.php/magistraleinformatica/rob/start Robot

More information

ME/CS 133(a): Final Exam (Fall Quarter 2017/2018)

ME/CS 133(a): Final Exam (Fall Quarter 2017/2018) ME/CS 133(a): Final Exam (Fall Quarter 2017/2018) Instructions 1. Limit your total time to 5 hours. You can take a break in the middle of the exam if you need to ask a question, or go to dinner, etc. That

More information

Math (Spring 2009): Lecture 5 Planes. Parametric equations of curves and lines

Math (Spring 2009): Lecture 5 Planes. Parametric equations of curves and lines Math 18.02 (Spring 2009): Lecture 5 Planes. Parametric equations of curves and lines February 12 Reading Material: From Simmons: 17.1 and 17.2. Last time: Square Systems. Word problem. How many solutions?

More information

ROBOTICS 01PEEQW. Basilio Bona DAUIN Politecnico di Torino

ROBOTICS 01PEEQW. Basilio Bona DAUIN Politecnico di Torino ROBOTICS 01PEEQW Basilio Bona DAUIN Politecnico di Torino Kinematic chains Readings & prerequisites From the MSMS course one shall already be familiar with Reference systems and transformations Vectors

More information

Rational Trigonometry Applied to Robotics

Rational Trigonometry Applied to Robotics Robot Kinematic Modeling using Rational Trigonometry 6 de Novembro de 2007 Overview Overview 1 Overview 2 3 The Fixed Frames Model for Robot Kinematics 4 Conclusions 4 Perspectives and Future Work 5 Q&A

More information

An Efficient Method for Solving the Direct Kinematics of Parallel Manipulators Following a Trajectory

An Efficient Method for Solving the Direct Kinematics of Parallel Manipulators Following a Trajectory An Efficient Method for Solving the Direct Kinematics of Parallel Manipulators Following a Trajectory Roshdy Foaad Abo-Shanab Kafr Elsheikh University/Department of Mechanical Engineering, Kafr Elsheikh,

More information

Summer Review for Students Entering Pre-Calculus with Trigonometry. TI-84 Plus Graphing Calculator is required for this course.

Summer Review for Students Entering Pre-Calculus with Trigonometry. TI-84 Plus Graphing Calculator is required for this course. Summer Review for Students Entering Pre-Calculus with Trigonometry 1. Using Function Notation and Identifying Domain and Range 2. Multiplying Polynomials and Solving Quadratics 3. Solving with Trig Ratios

More information

Singularity Loci of Planar Parallel Manipulators with Revolute Joints

Singularity Loci of Planar Parallel Manipulators with Revolute Joints Singularity Loci of Planar Parallel Manipulators with Revolute Joints ILIAN A. BONEV AND CLÉMENT M. GOSSELIN Département de Génie Mécanique Université Laval Québec, Québec, Canada, G1K 7P4 Tel: (418) 656-3474,

More information

Trigonometry Summer Assignment

Trigonometry Summer Assignment Name: Trigonometry Summer Assignment Due Date: The beginning of class on September 8, 017. The purpose of this assignment is to have you practice the mathematical skills necessary to be successful in Trigonometry.

More information

The University of Missouri - Columbia Electrical & Computer Engineering Department EE4330 Robotic Control and Intelligence

The University of Missouri - Columbia Electrical & Computer Engineering Department EE4330 Robotic Control and Intelligence The University of Missouri - Columbia Final Exam 1) Clear your desk top of all handwritten papers and personal notes. You may keep only your textbook, a cheat sheet, the test paper, a calculator and a

More information

CALCULATING TRANSFORMATIONS OF KINEMATIC CHAINS USING HOMOGENEOUS COORDINATES

CALCULATING TRANSFORMATIONS OF KINEMATIC CHAINS USING HOMOGENEOUS COORDINATES CALCULATING TRANSFORMATIONS OF KINEMATIC CHAINS USING HOMOGENEOUS COORDINATES YINGYING REN Abstract. In this paper, the applications of homogeneous coordinates are discussed to obtain an efficient model

More information

Praxis Elementary Education: Mathematics Subtest (5003) Curriculum Crosswalk. Required Course Numbers. Test Content Categories.

Praxis Elementary Education: Mathematics Subtest (5003) Curriculum Crosswalk. Required Course Numbers. Test Content Categories. Page 1 I. Numbers and Operations (40%) A. Understands the place value system 1. Writes numbers using base-10 numerals, number names, and expanded form 2. Composes and decomposes multi-digit numbers 3.

More information

Kinematic Synthesis. October 6, 2015 Mark Plecnik

Kinematic Synthesis. October 6, 2015 Mark Plecnik Kinematic Synthesis October 6, 2015 Mark Plecnik Classifying Mechanisms Several dichotomies Serial and Parallel Few DOFS and Many DOFS Planar/Spherical and Spatial Rigid and Compliant Mechanism Trade-offs

More information

Inverse Kinematics Analysis for Manipulator Robot With Wrist Offset Based On the Closed-Form Algorithm

Inverse Kinematics Analysis for Manipulator Robot With Wrist Offset Based On the Closed-Form Algorithm Inverse Kinematics Analysis for Manipulator Robot With Wrist Offset Based On the Closed-Form Algorithm Mohammed Z. Al-Faiz,MIEEE Computer Engineering Dept. Nahrain University Baghdad, Iraq Mohammed S.Saleh

More information

AP Calculus AB. Table of Contents. Slide 1 / 180. Slide 2 / 180. Slide 3 / 180. Review Unit

AP Calculus AB. Table of Contents. Slide 1 / 180. Slide 2 / 180. Slide 3 / 180. Review Unit Slide 1 / 180 Slide 2 / 180 P alculus Review Unit 2015-10-20 www.njctl.org Table of ontents lick on the topic to go to that section Slide 3 / 180 Slopes Equations of Lines Functions Graphing Functions

More information

Analytic Spherical Geometry:

Analytic Spherical Geometry: Analytic Spherical Geometry: Begin with a sphere of radius R, with center at the origin O. Measuring the length of a segment (arc) on a sphere. Let A and B be any two points on the sphere. We know that

More information

Conics, Parametric Equations, and Polar Coordinates. Copyright Cengage Learning. All rights reserved.

Conics, Parametric Equations, and Polar Coordinates. Copyright Cengage Learning. All rights reserved. 10 Conics, Parametric Equations, and Polar Coordinates Copyright Cengage Learning. All rights reserved. 10.5 Area and Arc Length in Polar Coordinates Copyright Cengage Learning. All rights reserved. Objectives

More information

Math Section 4.2 Radians, Arc Length, and Area of a Sector

Math Section 4.2 Radians, Arc Length, and Area of a Sector Math 1330 - Section 4.2 Radians, Arc Length, and Area of a Sector The word trigonometry comes from two Greek roots, trigonon, meaning having three sides, and meter, meaning measure. We have already defined

More information

by Kevin M. Chevalier

by Kevin M. Chevalier Precalculus Review Handout.4 Trigonometric Functions: Identities, Graphs, and Equations, Part I by Kevin M. Chevalier Angles, Degree and Radian Measures An angle is composed of: an initial ray (side) -

More information

7 th GRADE PLANNER Mathematics. Lesson Plan # QTR. 3 QTR. 1 QTR. 2 QTR 4. Objective

7 th GRADE PLANNER Mathematics. Lesson Plan # QTR. 3 QTR. 1 QTR. 2 QTR 4. Objective Standard : Number and Computation Benchmark : Number Sense M7-..K The student knows, explains, and uses equivalent representations for rational numbers and simple algebraic expressions including integers,

More information

CSE 481C Imitation Learning in Humanoid Robots Motion capture, inverse kinematics, and dimensionality reduction

CSE 481C Imitation Learning in Humanoid Robots Motion capture, inverse kinematics, and dimensionality reduction 1 CSE 481C Imitation Learning in Humanoid Robots Motion capture, inverse kinematics, and dimensionality reduction Robotic Imitation of Human Actions 2 The inverse kinematics problem Joint angles Human-robot

More information

Cecil Jones Academy Mathematics Fundamentals

Cecil Jones Academy Mathematics Fundamentals Year 10 Fundamentals Core Knowledge Unit 1 Unit 2 Estimate with powers and roots Calculate with powers and roots Explore the impact of rounding Investigate similar triangles Explore trigonometry in right-angled

More information

which is shown in Fig We can also show that the plain old Puma cannot reach the point we specified

which is shown in Fig We can also show that the plain old Puma cannot reach the point we specified 152 Fig. 7.8. Redundant manipulator P8 >> T = transl(0.5, 1.0, 0.7) * rpy2tr(0, 3*pi/4, 0); The required joint coordinates are >> qi = p8.ikine(t) qi = -0.3032 1.0168 0.1669-0.4908-0.6995-0.1276-1.1758

More information

Lesson Title 2: Problem TK Solving with Trigonometric Ratios

Lesson Title 2: Problem TK Solving with Trigonometric Ratios Part UNIT RIGHT solving TRIANGLE equations TRIGONOMETRY and inequalities Lesson Title : Problem TK Solving with Trigonometric Ratios Georgia Performance Standards MMG: Students will define and apply sine,

More information

Learning Coding and Math with RoboBlockly Teaching Resource for Grade 7 Math

Learning Coding and Math with RoboBlockly Teaching Resource for Grade 7 Math Learning Coding and Math with RoboBlockly Teaching Resource for Grade 7 Math Harry H. Cheng UC Davis Center for Integrated Computing and STEM Education (C-STEM) http://c-stem.ucdavis.edu http://roboblockly.ucdavis.edu

More information

Some algebraic geometry problems arising in the field of mechanism theory. J-P. Merlet INRIA, BP Sophia Antipolis Cedex France

Some algebraic geometry problems arising in the field of mechanism theory. J-P. Merlet INRIA, BP Sophia Antipolis Cedex France Some algebraic geometry problems arising in the field of mechanism theory J-P. Merlet INRIA, BP 93 06902 Sophia Antipolis Cedex France Abstract Mechanism theory has always been a favorite field of study

More information

Translations. Geometric Image Transformations. Two-Dimensional Geometric Transforms. Groups and Composition

Translations. Geometric Image Transformations. Two-Dimensional Geometric Transforms. Groups and Composition Geometric Image Transformations Algebraic Groups Euclidean Affine Projective Bovine Translations Translations are a simple family of two-dimensional transforms. Translations were at the heart of our Sprite

More information

Lesson 27: Angles in Standard Position

Lesson 27: Angles in Standard Position Lesson 27: Angles in Standard Position PreCalculus - Santowski PreCalculus - Santowski 1 QUIZ Draw the following angles in standard position 50 130 230 320 770-50 2 radians PreCalculus - Santowski 2 Fast

More information

Lecture Note 2: Configuration Space

Lecture Note 2: Configuration Space ECE5463: Introduction to Robotics Lecture Note 2: Configuration Space Prof. Wei Zhang Department of Electrical and Computer Engineering Ohio State University Columbus, Ohio, USA Spring 2018 Lecture 2 (ECE5463

More information

Inverse Kinematics of a Rhino Robot

Inverse Kinematics of a Rhino Robot Inverse Kinematics of a Rhino Robot Rhino Robot (http://verona.fi-p.unam.mx/gpocontrol/images/rhino1.jpg) A Rhino robot is very similar to a 2-link arm with the exception that The base can rotate, allowing

More information

Conics, Parametric Equations, and Polar Coordinates. Copyright Cengage Learning. All rights reserved.

Conics, Parametric Equations, and Polar Coordinates. Copyright Cengage Learning. All rights reserved. 10 Conics, Parametric Equations, and Polar Coordinates Copyright Cengage Learning. All rights reserved. 10.5 Area and Arc Length in Polar Coordinates Copyright Cengage Learning. All rights reserved. Objectives

More information

Jane Li. Assistant Professor Mechanical Engineering Department, Robotic Engineering Program Worcester Polytechnic Institute

Jane Li. Assistant Professor Mechanical Engineering Department, Robotic Engineering Program Worcester Polytechnic Institute Jane Li Assistant Professor Mechanical Engineering Department, Robotic Engineering Program Worcester Polytechnic Institute What are the DH parameters for describing the relative pose of the two frames?

More information

Polar Coordinates. Calculus 2 Lia Vas. If P = (x, y) is a point in the xy-plane and O denotes the origin, let

Polar Coordinates. Calculus 2 Lia Vas. If P = (x, y) is a point in the xy-plane and O denotes the origin, let Calculus Lia Vas Polar Coordinates If P = (x, y) is a point in the xy-plane and O denotes the origin, let r denote the distance from the origin O to the point P = (x, y). Thus, x + y = r ; θ be the angle

More information

Operation Trajectory Control of Industrial Robots Based on Motion Simulation

Operation Trajectory Control of Industrial Robots Based on Motion Simulation Operation Trajectory Control of Industrial Robots Based on Motion Simulation Chengyi Xu 1,2, Ying Liu 1,*, Enzhang Jiao 1, Jian Cao 2, Yi Xiao 2 1 College of Mechanical and Electronic Engineering, Nanjing

More information

CURRICULUM STRUCTURE Topics Covered Term 1: Term 2: Term 3:

CURRICULUM STRUCTURE Topics Covered Term 1: Term 2: Term 3: CURRICULUM STRUCTURE Topics Covered Term 1: Term 2: Term 3: Year 7 The four operations Place value Ordering numbers Inverse operations Perimeter and area of shapes Fractions and Decimals Order of operations

More information

Worksheet 3.5: Triple Integrals in Spherical Coordinates. Warm-Up: Spherical Coordinates (ρ, φ, θ)

Worksheet 3.5: Triple Integrals in Spherical Coordinates. Warm-Up: Spherical Coordinates (ρ, φ, θ) Boise State Math 275 (Ultman) Worksheet 3.5: Triple Integrals in Spherical Coordinates From the Toolbox (what you need from previous classes) Know what the volume element dv represents. Be able to find

More information

Module 1 Session 1 HS. Critical Areas for Traditional Geometry Page 1 of 6

Module 1 Session 1 HS. Critical Areas for Traditional Geometry Page 1 of 6 Critical Areas for Traditional Geometry Page 1 of 6 There are six critical areas (units) for Traditional Geometry: Critical Area 1: Congruence, Proof, and Constructions In previous grades, students were

More information

Math 113 Exam 1 Practice

Math 113 Exam 1 Practice Math Exam Practice January 6, 00 Exam will cover sections 6.-6.5 and 7.-7.5 This sheet has three sections. The first section will remind you about techniques and formulas that you should know. The second

More information

AQA GCSE Maths - Higher Self-Assessment Checklist

AQA GCSE Maths - Higher Self-Assessment Checklist AQA GCSE Maths - Higher Self-Assessment Checklist Number 1 Use place value when calculating with decimals. 1 Order positive and negative integers and decimals using the symbols =,, , and. 1 Round to

More information

Guide to Planning Functions and Applications, Grade 11, University/College Preparation (MCF3M)

Guide to Planning Functions and Applications, Grade 11, University/College Preparation (MCF3M) Guide to Planning Functions and Applications, Grade 11, University/College Preparation (MCF3M) 006 007 Targeted Implementation and Planning Supports for Revised Mathematics This is intended to provide

More information

6.837 LECTURE 7. Lecture 7 Outline Fall '01. Lecture Fall '01

6.837 LECTURE 7. Lecture 7 Outline Fall '01. Lecture Fall '01 6.837 LECTURE 7 1. Geometric Image Transformations 2. Two-Dimensional Geometric Transforms 3. Translations 4. Groups and Composition 5. Rotations 6. Euclidean Transforms 7. Problems with this Form 8. Choose

More information

Robot Geometry and Kinematics

Robot Geometry and Kinematics CIS 68/MEAM 50 Robot Geometr and Kinematics CIS 68/MEAM 50 Outline Industrial (conventional) robot arms Basic definitions for understanding -D geometr, kinematics Eamples Classification b geometr Relationship

More information

1. Introduction 1 2. Mathematical Representation of Robots

1. Introduction 1 2. Mathematical Representation of Robots 1. Introduction 1 1.1 Introduction 1 1.2 Brief History 1 1.3 Types of Robots 7 1.4 Technology of Robots 9 1.5 Basic Principles in Robotics 12 1.6 Notation 15 1.7 Symbolic Computation and Numerical Analysis

More information

Mechanism Development for Application of the Theory of Kinestatic Control

Mechanism Development for Application of the Theory of Kinestatic Control Mechanism Development for Application of the Theory of Kinestatic Control Bo Zhang Carl D. Crane III Center for Intelligent Machines and Robotics University of Florida Gainesville, FL Michael Griffis The

More information

Functions of Several Variables

Functions of Several Variables Jim Lambers MAT 280 Spring Semester 2009-10 Lecture 2 Notes These notes correspond to Section 11.1 in Stewart and Section 2.1 in Marsden and Tromba. Functions of Several Variables Multi-variable calculus

More information

MAC Learning Objectives. Module 12 Polar and Parametric Equations. Polar and Parametric Equations. There are two major topics in this module:

MAC Learning Objectives. Module 12 Polar and Parametric Equations. Polar and Parametric Equations. There are two major topics in this module: MAC 4 Module 2 Polar and Parametric Equations Learning Objectives Upon completing this module, you should be able to:. Use the polar coordinate system. 2. Graph polar equations. 3. Solve polar equations.

More information

ECE569 Fall 2015 Solution to Problem Set 2

ECE569 Fall 2015 Solution to Problem Set 2 ECE569 Fall 2015 Solution to Problem Set 2 These problems are from the textbook by Spong et al. 1, which is the textbook for the ECE580 this Fall 2015 semester. As such, many of the problem statements

More information

Ratcheting Up the Three R s All SubjectsInstructional Unit Plan

Ratcheting Up the Three R s All SubjectsInstructional Unit Plan Subject: Mathematics Ratcheting Up the Three R s All SubjectsInstructional Unit Plan Estimated Length of Unit: 25 Beginning Date: April 24 Module: 6 Area, Surface, and Volume Problems Grade: 6 Projected

More information

Visualization and Analysis of Inverse Kinematics Algorithms Using Performance Metric Maps

Visualization and Analysis of Inverse Kinematics Algorithms Using Performance Metric Maps Visualization and Analysis of Inverse Kinematics Algorithms Using Performance Metric Maps Oliver Cardwell, Ramakrishnan Mukundan Department of Computer Science and Software Engineering University of Canterbury

More information

FIND RECTANGULAR COORDINATES FROM POLAR COORDINATES CALCULATOR

FIND RECTANGULAR COORDINATES FROM POLAR COORDINATES CALCULATOR 29 June, 2018 FIND RECTANGULAR COORDINATES FROM POLAR COORDINATES CALCULATOR Document Filetype: PDF 464.26 KB 0 FIND RECTANGULAR COORDINATES FROM POLAR COORDINATES CALCULATOR Rectangular to Polar Calculator

More information

Trigonometric Functions of Any Angle

Trigonometric Functions of Any Angle Trigonometric Functions of Any Angle MATH 160, Precalculus J. Robert Buchanan Department of Mathematics Fall 2011 Objectives In this lesson we will learn to: evaluate trigonometric functions of any angle,

More information

CCSSM Curriculum Analysis Project Tool 1 Interpreting Functions in Grades 9-12

CCSSM Curriculum Analysis Project Tool 1 Interpreting Functions in Grades 9-12 Tool 1: Standards for Mathematical ent: Interpreting Functions CCSSM Curriculum Analysis Project Tool 1 Interpreting Functions in Grades 9-12 Name of Reviewer School/District Date Name of Curriculum Materials:

More information

INDEPENDENT SCHOOL DISTRICT 196 Rosemount, Minnesota Educating our students to reach their full potential

INDEPENDENT SCHOOL DISTRICT 196 Rosemount, Minnesota Educating our students to reach their full potential INDEPENDENT SCHOOL DISTRICT 196 Rosemount, Minnesota Educating our students to reach their full potential MINNESOTA MATHEMATICS STANDARDS Grades 9, 10, 11 I. MATHEMATICAL REASONING Apply skills of mathematical

More information

Manipulator Path Control : Path Planning, Dynamic Trajectory and Control Analysis

Manipulator Path Control : Path Planning, Dynamic Trajectory and Control Analysis Manipulator Path Control : Path Planning, Dynamic Trajectory and Control Analysis Motion planning for industrial manipulators is a challenging task when obstacles are present in the workspace so that collision-free

More information

Central Valley School District Math Curriculum Map Grade 8. August - September

Central Valley School District Math Curriculum Map Grade 8. August - September August - September Decimals Add, subtract, multiply and/or divide decimals without a calculator (straight computation or word problems) Convert between fractions and decimals ( terminating or repeating

More information

Prentice Hall Algebra Correlated to: ACT College Readiness Standards for Mathematics

Prentice Hall Algebra Correlated to: ACT College Readiness Standards for Mathematics Score Range 1 12 Students who score in the 1 12 range are most likely beginning to develop the knowledge and skills assessed in the other score ranges. Score Range 13-15 Perform one-operation computation

More information

INVERSE KINEMATICS ANALYSIS OF A 5-AXIS RV-2AJ ROBOT MANIPULATOR

INVERSE KINEMATICS ANALYSIS OF A 5-AXIS RV-2AJ ROBOT MANIPULATOR INVERSE KINEMATICS ANALYSIS OF A 5-AXIS RV-2AJ ROBOT MANIPULATOR Mohammad Afif Ayob 1, Wan Nurshazwani Wan Zakaria 1, Jamaludin Jalani 2 and Mohd Razali Md Tomari 1 1 Advanced Mechatronics Research Group

More information

Coordinate Transformations in Advanced Calculus

Coordinate Transformations in Advanced Calculus Coordinate Transformations in Advanced Calculus by Sacha Nandlall T.A. for MATH 264, McGill University Email: sacha.nandlall@mail.mcgill.ca Website: http://www.resanova.com/teaching/calculus/ Fall 2006,

More information

Ganado Unified School District Pre-Calculus 11 th /12 th Grade

Ganado Unified School District Pre-Calculus 11 th /12 th Grade Ganado Unified School District Pre-Calculus 11 th /12 th Grade PACING Guide SY 2016-2017 Timeline & Resources Quarter 1 AZ College and Career Readiness Standard HS.A-CED.4. Rearrange formulas to highlight

More information

7 Fractions. Number Sense and Numeration Measurement Geometry and Spatial Sense Patterning and Algebra Data Management and Probability

7 Fractions. Number Sense and Numeration Measurement Geometry and Spatial Sense Patterning and Algebra Data Management and Probability 7 Fractions GRADE 7 FRACTIONS continue to develop proficiency by using fractions in mental strategies and in selecting and justifying use; develop proficiency in adding and subtracting simple fractions;

More information

AQA GCSE Further Maths Topic Areas

AQA GCSE Further Maths Topic Areas AQA GCSE Further Maths Topic Areas This document covers all the specific areas of the AQA GCSE Further Maths course, your job is to review all the topic areas, answering the questions if you feel you need

More information

Articulated Characters

Articulated Characters Articulated Characters Skeleton A skeleton is a framework of rigid body bones connected by articulated joints Used as an (invisible?) armature to position and orient geometry (usually surface triangles)

More information

CW High School. Advanced Math A. 1.1 I can make connections between the algebraic equation or description for a function, its name, and its graph.

CW High School. Advanced Math A. 1.1 I can make connections between the algebraic equation or description for a function, its name, and its graph. 1. Functions and Math Models (10.00%) 1.1 I can make connections between the algebraic equation or description for a function, its name, and its graph. 4 Pro cient I can make connections between the algebraic

More information

Position and Displacement Analysis

Position and Displacement Analysis Position and Displacement Analysis Introduction: In this chapter we introduce the tools to identifying the position of the different points and links in a given mechanism. Recall that for linkages with

More information

Trigonometry * Scott Starks. 1 Trigonometry

Trigonometry * Scott Starks. 1 Trigonometry OpenStax-CNX module: m38633 1 Trigonometry * Scott Starks This work is produced by OpenStax-CNX and licensed under the Creative Commons Attribution License 3.0 1 Trigonometry 1.1 Introduction Trigonometry

More information

ADJUSTABLE GEOMETRIC CONSTRAINTS 2001 MIT PSDAM AND PERG LABS

ADJUSTABLE GEOMETRIC CONSTRAINTS 2001 MIT PSDAM AND PERG LABS ADJUSTABLE GEOMETRIC CONSTRAINTS Why adjust kinematic couplings? KC Repeatability is orders of magnitude better than accuracy Accuracy = f ( manufacture and assemble ) Kinematic Coupling Accuracy Adjusted

More information