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Numerical Inverse Kinematics

lesson

Let’s look at numerical approaches to inverse kinematics for a couple of different robots and learn some of the important considerations. For RTB10.x please note that the mask value must be explicitly preceded by the ‘mask’ keyword. For example: >> q = p2.ikine(T, [-1 -1], ‘mask’, [1 1 0 0 0 0])

Redundant Robots

lesson

For a redundant robot the inverse kinematics can be easily solved using a numerical approach.

Velocity of 6-Joint Robot Arm – Translation

lesson

For a real 6-link robot our previous approach to computing the Jacobian becomes unwieldy so we will instead compute a numerical approximation to the forward kinematic function.

Analyzing a 2-joint planar robot arm

lesson

We consider a robot, which has two rotary joints and an arm.

Different Approach to Solving Inverse Kinematics

lesson

To simplify the inverse kinematics most robots have a spherical wrist, a particular mechanical wrist design. For robots where the inverse kinematics is too hard to figure out we can solve the problem numerically, treating it as an optimisation problem.

Summary of Inverse Kinematics

lesson

We revisit the important points from this masterclass.

Inverse Kinematics for a 2-Joint Robot Arm Using Algebra

lesson

We repeat the process of the last section but this time consider it as an algebraic problem.

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  • Australian Centre for Robotic Vision
  • IEEE Robotics and Automation Society
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