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Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Relationship between the joint velocities and the corresponding end-effector linear and angular velocity Differential kinematics Geometric Jacobian Jacobian of typical manipulator structures Kinematic singularities Analysis of redundancy Use of redundancy Inverse differential kinematics Analytical Jacobian Inverse kinematics algorithms Comparison among inverse kinematics algorithms Statics Manipulability ellipsoids
Differential Kinematics
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
drift phenomena of the solution
error in the operational space
find
Inverse Kinematics Algorithms
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
linearization of the error dynamics
For a redundant manipulator
Jacobian (Pseudo-)inverse
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
without linearization of the error dinamics Lyapunov method
where
Jacobian Transpose
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
the choice
Imply
If with If limited,
Jacobian Transpose
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Jacobian Transpose
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Second-order Algorithms
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Comparison Among Inverse Kinematics Algorithms
Three planar arm
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Open-loop vs closed-loop inverse Jacobian algorithm
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
End-effector orientation is not constrained
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Exploiting redundancy
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Kineto-Statics Duality
absorbed by the structure
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
consider the set of joint velocities of constant (unit) norm
the operational space velocities that can be generated
the principal axes of the ellipsoid are determined by the eigenvectorsof
the dimensions of the axes are given by the singular values of
volume of the ellipsoid is a measure of manipulation ability
Velocity manipulability Ellipsoids
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
kineto-statics duality an effective interpretation of the above results can be achieved by
regarding the manipulator as a mechanical transformer of velocities and forces from the joint space to the operational space Conservation of energy dictates that an amplification in the velocity
transformation is necessarily accompanied by a reduction in the force transformation, and vice versa
Force manipulability ellipsoid
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Velocity Force
Two-link planar arm
Prof. Fanny Ficuciello Robotics for Bioengineering • Differential Kinematics
Typical task of writing/throwing a weight in the horizontal direction
Velocity and force manipulability ellipses for a 3-link planar arm in atypical configuration for a task of actuating force and velocity
Velocity and force manipulability ellipses for a 3-link planar arm in atypical configuration for a task of controlling force and velocity