Lecture Notes on Planar Kinematics

Introduction to Robotics, H. Harry Asada 1 Chapter 4 Planar Kinematics Kinematics is Geometry of Motion. It is one of the most fundamental disciplines in robotics, providing tools for describing the structure and behavior of robot mechanisms. In this chapter, we will discuss how the motion of a robot mechanism is described, how it responds to actuator movements, and how the individual actuators should be coordinated to obtain desired motion at the robot end-effecter. These are questions central to the design and control of robot mechanisms. To begin with, we will restrict ourselves to a class of robot mechanisms that work within a plane, i.e. Planar Kinematics. Planar kinematics is much more tractable mathematically, compared to general three-dimensional kinematics. Nonetheless, most of the robot mechanisms of practical importance can be treated as planar mechanisms, or can be reduced to planar problems. General three-dimensional kinematics, on the other hand, needs special mathematical tools, which will be discussed in later chapters. 4.1 Planar Kinematics of Serial Link Mechanisms Example 4.1 Consider the three degree-of-freedom planar robot arm shown in Figure 4.1.1. The arm consists of one fixed link and three movable links that move within the plane. All the links are connected by revolute joints whose joint axes are all perpendicular to the plane of the links. There is no closed-loop kinematic chain; hence, it is a serial link mechanism. y A3 E Link 3 A2 A1 Link 2 B θ2 θ3 End Effecter ⎛x ⎞ ⎜⎜ e ⎟⎟ ⎝ ye ⎠ φe Joint 3 Link 1 Joint 1 O Link 0 A Joint 2 θ1 x Figure 4.1.1 Three dof planar robot with three revolute joints To describe this robot arm, a few geometric parameters are needed. First, the length of each link is defined to be the distance between adjacent joint axes. Let points O, A, and B be the locations of the three joint axes, respectively, and point E be a point fixed to the end-effecter. Then the link lengths are A 1 = O A , A 2 = A B , A 3 = B E . Let us assume that Actuator 1 driving Department of Mechanical Engineering Massachusetts Institute of Technology Introduction to Robotics, H. Harry Asada 2 link 1 is fixed to the base link (link 0), generating angle θ1 , while Actuator 2 driving link 2 is fixed to the tip of Link 1, creating angle θ 2 between the two links, and Actuator 3 driving Link 3 is fixed to the tip of Link 2, creating angle θ 3 , as shown in the figure. Since this robot arm performs tasks by moving its end-effecter at point E, we are concerned with the location of the end-effecter. To describe its location, we use a coordinate system, O-xy, fixed to the base link with the origin at the first joint, and describe the end-effecter position with coordinates xe and ye . We can relate the end-effecter coordinates to the joint angles determined by the three actuators by using the link lengths and joint angles defined above: xe = A 1 cos θ1 + A 2 cos(θ1 + θ 2 ) + A 3 cos(θ1 + θ 2 + θ 3 ) ye = A 1 sin θ1 + A 2 sin(θ1 + θ 2 ) + A 3 sin(θ1 + θ 2 + θ 3 ) (4.1.1) (4.1.2) This three dof robot arm can locate its end-effecter at a desired orientation as well as at a desired position. The orientation of the end-effecter can be described as the angle the centerline of the end-effecter measured from the positive x coordinate axis. This end-effecter orientation φe is related to the actuator displacements as φe = θ1 + θ 2 + θ 3 (4.1.3) The above three equations describe the position and orientation of the robot end-effecter viewed from the fixed coordinate system in relation to the actuator displacements. In general, a set of algebraic equations relating the position and orientation of a robot end-effecter, or any significant part of the robot, to actuator or active joint displacements, is called Kinematic Equations, or more specifically, Forward Kinematic Equations in the robotics literature. Exercise 4.1 Shown below in Figure 4.1.2 is a planar robot arm with two revolute joints and one prismatic joint. Using the geometric parameters and joint displacements, obtain the kinematic equations relating the end-effecter position and orientation to the joint displacements. A3 y End Effecter E θ3 B d ⎛x ⎞ ⎜⎜ e ⎟⎟ ⎝ ye ⎠ φe Link 3 Joint 3 Link 2 Link 1 Joint 1 O Link 0 Joint 2 A θ1 x Figure 4.1.2 Three dof robot with two revolute joints and one prismatic joint Department of Mechanical Engineering Massachusetts Institute of Technology Introduction to Robotics, H. Harry Asada 3 Now that the above Example and Exercise problems have illustrated kinematic equations, let us obtain a formal expression for kinematic equations. As mentioned in the previous chapter, two types of joints, prismatic and revolute joints, constitute robot mechanisms in most cases. The displacement of the i-th joint is described by distance di if it is a prismatic joint, and by angle θ i for a revolute joint. For formal expression, let us use a generic notation: qi. Namely, joint displacement qi represents either distance di or angle θ i depending on the type of joint. qi = di Prismatic joint i Revolute joint {θ (4.1.4) We collectively represent all the joint displacements involved in a robot mechanism with a column vector: q = [q1 q2 " qn ] T , where n is the number of joints. Kinematic equations relate these joint displacements to the position and orientation of the end-effecter. Let us collectively denote the end-effecter position and orientation by vector p. For planar mechanisms, the end-effecter location is described by three variables: ⎡ xe ⎤ p = ⎢⎢ ye ⎥⎥ ⎢⎣φe ⎥⎦ (4.1.5) Using these notations, we represent kinematic equations as a vector function relating p to q: p = f (q ), p ∈ ℜ3 x1 , q ∈ ℜ nx1 (4.1.6) For a serial link mechanism, all the joints are usually active joints driven by individual actuators. Except for some special cases, these actuators uniquely determine the end-effecter position and orientation as well as the configuration of the entire robot mechanism. If there is a link whose location is not fully determined by the actuator displacements, such a robot mechanism is said to be under-actuated. Unless a robot mechanism is under-actuated, the collection of the joint displacements, i.e. the vector q, uniquely determines the entire robot configuration. For a serial link mechanism, these joints are independent, having no geometric constraint other than their stroke limits. Therefore, these joint displacements are generalized coordinates that locate the robot mechanism uniquely and completely. Formally, the number of generalized coordinates is called degrees of freedom. Vector q is called joint coordinates, when they form a complete and independent set of generalized coordinates. 4.2 Inverse Kinematics of Planar Mechanisms The vector kinematic equation derived in the previous section provides the functional relationship between the joint displacements and the resultant end-effecter position and orientation. By substituting values of joint displacements into the right-hand side of the kinematic equation, one can immediately find the corresponding end-effecter position and orientation. The problem of finding the end-effecter position and orientation for a given set of joint displacements is referred to as the direct kinematics problem. This is simply to evaluate the right-hand side of the kinematic equation for known joint displacements. In this section, we discuss the problem of moving the end-effecter of a manipulator arm to a specified position and orientation. We need to find the joint displacements that lead the end-effecter to the specified position and orientation. This is the inverse of the previous problem, and is thus referred to as the inverse kinematics problem. The kinematic equation must be solved for joint displacements, given the end-effecter Department of Mechanical Engineering Massachusetts Institute of Technology Introduction to Robotics, H. Harry Asada 4 position and orientation. Once the kinematic equation is solved, the desired end-effecter motion can be achieved by moving each joint to the determined value. In the direct kinematics problem, the end-effecter location is determined uniquely for any given set of joint displacements. On the other hand, the inverse kinematics is more complex in the sense that multiple solutions may exist for the same end-effecter location. Also, solutions may not always exist for a particular range of end-effecter locations and arm structures. Furthermore, since the kinematic equation is comprised of nonlinear simultaneous equations with many trigonometric functions, it is not always possible to derive a closed-form solution, which is the explicit inverse function of the kinematic equation. When the kinematic equation cannot be solved analytically, numerical methods are used in order to derive the desired joint displacements. Example 4.2 Consider the three dof planar arm shown in Figure 4.1.1 again. To solve its inverse kinematics problem, the kinematic structure is redrawn in Figure 4.2.1. The problem is to find three joint angles θ1 ,θ 2 ,θ 3 that lead the end effecter to a desired position and orientation, xe , ye , φe . We take a two-step approach. First, we find the position of the wrist, point B, from xe , ye , φe . Then we find θ1 ,θ 2 from the wrist position. Angle θ 3 can be determined immediately from the wrist position. E y A3 End Effecter φe θ3 ⎛ xe ⎞ ⎜⎜ ⎟⎟ ⎝ ye ⎠ B ⎛ xw ⎞ ⎟⎟ y ⎝ w⎠ Wrist ⎜⎜ r β α θ2 γ A2 A O θ1 x A1 Figure 4.2.1 Skeleton structure of the robot arm of Example 4.1 Let xw and yw be the coordinates of the wrist. As shown in Figure 4.2.1, point B is at distance A 3 from the given end-effecter position E. Moving in the opposite direction to the end effecter orientation φe , the wrist coordinates are given by xw = xe − A 3 cos φe yw = ye − A 3 sin φe Department of Mechanical Engineering (4.2.1) Massachusetts Institute of Technology Introduction to Robotics, H. Harry Asada 5 Note that the right hand sides of the above equations are functions of xe , ye , φe alone. From these wrist coordinates, we can determine the angle α shown in the figure.1 α = tan −1 yw xw (4.2.2) Next, let us consider the triangle OAB and define angles β , γ , as shown in the figure. This triangle is formed by the wrist B, the elbow A, and the shoulder O. Applying the law of cosines to the elbow angle β yields A 12 + A 22 − 2A 1A 2 cos β = r 2 (4.2.3) 2 2 where r 2 = x w , the squared distance between O and B. Solving this for angle β yields + yw θ 2 = π − β = π − cos −1 A 12 + A 22 − xw2 − yw2 2A 1A 2 (4.2.4) Similarly, r 2 + A 12 − 2rA 1 cos γ = A 22 (4.2.5) Solving this for γ yields θ1 = α − γ = tan −1 yw x 2 + yw2 + A 12 − A 22 − cos −1 w xw 2A 1 xw2 + yw2 (4.2.6) From the above θ1 ,θ 2 we can obtain θ 3 = φe − θ1 − θ 2 (4.2.7) Eqs. (4), (6), and (7) provide a set of joint angles that locates the end-effecter at the desired position and orientation. It is interesting to note that there is another way of reaching the same end-effecter position and orientation, i.e. another solution to the inverse kinematics problem. Figure 4.2.2 shows two configurations of the arm leading to the same end-effecter location: the elbow down configuration and the elbow up configuration. The former corresponds to the solution obtained above. The latter, having the elbow position at point A’, is symmetric to the former configuration with respect to line OB, as shown in the figure. Therefore, the two solutions are related as θ1 ' = θ1 + 2γ θ 2 ' = −θ 2 θ 3 ' = φe − θ1 '−θ 2 ' = θ 3 + 2θ 2 − 2γ (4.2.8) Inverse kinematics problems often possess multiple solutions, like the above example, since they are nonlinear. Specifying end-effecter position and orientation does not uniquely determine the whole configuration of the system. This implies that vector p, the collective position and orientation of the end-effecter, cannot be used as generalized coordinates. The existence of multiple solutions, however, provides the robot with an extra degree of flexibility. Consider a robot working in a crowded environment. If multiple configurations exist for the same end-effecter location, the robot can take a configuration having no interference with 1 Unless noted specifically we assume that the arc tangent function takes an angle in a proper quadrant consistent with the signs of the two operands. Department of Mechanical Engineering Massachusetts Institute of Technology Introduction to Robotics, H. Harry Asada 6 the environment. Due to physical limitations, however, the solutions to the inverse kinematics problem do not necessarily provide feasible configurations. We must check whether each solution satisfies the constraint of movable range, i.e. stroke limit of each joint. E y B A’ Wrist β θ2 γ A O θ3' θ3 θ2 ' Elbow-Up Configuration End Effecter θ1 ' Elbow –Down Configuration θ1 x Figure 4.2.2 Multiple solutions to the inverse kinematics problem of Example 4.2 4.3 Kinematics of Parallel Link Mechanisms Example 4.3 Consider the five-bar-link planar robot arm shown in Figure 4.3.1. xe = A 1 cos θ1 + A 2 cos θ 2 (4.3.1) ye = A 1 sin θ1 + A 2 sin θ 2 Note that Joint 2 is a passive joint. Hence, angle θ 2 is a dependent variable. Using θ 2 , however, we can obtain the coordinates of point A: x A = A 1 cosθ1 + A 5 cosθ 2 (4.3.2) y A = A 1 sin θ1 + A 5 sin θ 2 Point A must be reached via the branch comprising Links 3 and 4. Therefore, x A = A 3 cosθ 3 + A 4 cosθ 4 (4.3.3) y A = A 3 sin θ 3 + A 4 sin θ 4 Equating these two sets of equations yields two constraint equations: Department of Mechanical Engineering Massachusetts Institute of Technology Introduction to Robotics, H. Harry Asada 7 A 1 cos θ1 + A 5 cos θ 2 = A 3 cos θ 3 + A 4 cos θ 4 (4.3.4) A 1 sin θ1 + A 5 sin θ 2 = A 3 sin θ 3 + A 4 sin θ 4 Note that there are four variables and two constraint equations. Therefore, two of the variables, such as θ1 ,θ 3 , are independent. It should also be noted that multiple solutions exist for these constraint equations. End Effecter Link 2 Point A Joint 5 ⎛ xe ⎞ ⎜⎜ ⎟⎟ ⎝ ye ⎠ xA , y A Joint 2 θ2 Link 4 θ4 y Joint 4 Link 1 θ1 Link 3 θ 3 Joint 3 Joint 1 x Link 0 Figure 4.3.1 Five-bar-link mechanism Although the forward kinematic equations are difficult to write out explicitly, the inverse kinematic equations can be obtained for this parallel link mechanism. The problem is to find θ1 ,θ 3 that lead the endpoint to a desired position: xe , ye . We will take the following procedure: Step 1 Given xe , ye , find θ1 ,θ 2 by solving the two-link inverse kinematics problem. Step 2 Given θ1 ,θ 2 , obtain x A , y A . This is a forward kinematics problem. Step 3 Given x A , y A , find θ 3 ,θ 4 by solving another two-link inverse kinematics problem. Example 4.4 Obtain the joint angles of the dog’s legs, given the body position and orientation. Department of Mechanical Engineering Massachusetts Institute of Technology Introduction to Robotics, H. Harry Asada 8 yB Link 0 y ⎛ xB ⎞ ⎜⎜ ⎟⎟ ⎝ yB ⎠ C Link 3 θ3 Link 4 θ4 xB A B θ1 Link 2 φB Link 1 θ2 x Figure 4.3.2 A doggy robot with two legs on the ground The inverse kinematics problem: Step 1 Given xB , y B , φB , find x A , y A and xC , yC Step 2 Given x A , y A , find θ1 , θ 2 Step 3 Given xC , yC , find θ 3 , θ 4 4.4 Redundant mechanisms A manipulator arm must have at least six degrees of freedom in order to locate its endeffecter at an arbitrary point with an arbitrary orientation in space. Manipulator arms with less than 6 degrees of freedom are not able to perform such arbitrary positioning. On the other hand, if a manipulator arm has more than 6 degrees of freedom, there exist an infinite number of solutions to the kinematic equation. Consider for example the human arm, which has seven degrees of freedom, excluding the joints at the fingers. Even if the hand is fixed on a table, one can change the elbow position continuously without changing the hand location. This implies that there exist an infinite set of joint displacements that lead the hand to the same location. Manipulator arms with more than six degrees of freedom are referred to as redundant manipulators. We will discuss redundant manipulators in detail in the following chapter. Department of Mechanical Engineering Massachusetts Institute of Technology