Inverse Kinematics of a 6 DOF Robotic Arm

In summary, the conversation discussed a homework assignment involving finding the joint angle values for a 6 DOF robotic arm using both geometric and algebraic approaches. The first 3 angles were obtained through the geometric approach, but the remaining 3 angles required the transformation matrix from join 3 to 0 (T03) which was not known. The conversation also mentioned the unsolvability of some equations and provided a resource for solving kinematics problems for a 6 DOF robotic arm.
  • #1
RodriRego
3
0

Homework Statement


Hello. My colleague and I have been struggling with this assignment where we have to:
- Given the position and orientation of the end-effector of a robotic arm with 6 degrees of freedom get the joint angle values (inverse kinematics). The robotic arm in question is the SainSmart 6 DOFs robotic arm.

Homework Equations


roboticarm.png

Axis Position
12.jpg


1 - Geometric Approach (T03)

13.jpg


2 - Algebraic Approach (T36)[/B]
The angles 4, 5 and 6 would be obtained from this:
T06 = T03*T36
T36 = inverse(T03)*T06

T06 is known from the orientation and position of the end-effector (given info);
T03 would be obtained through the geometric approach.

The Attempt at a Solution



We managed to get expressions for the first 3 angles through a geometric approach and the law of cossines. However, to do so we assumed we knew the point at the tip after the 3rd joint. We know how to procede to get the other 3 angles, through an algebraic approach, however, to use that we need the transformation matrix from join 3 to 0 (T03), which would be fine if we actually knew the position of the point at the tip after the 3rd joint.

To sum up, we are struggling at joining the two approaches because of the assumptions made to achieve the geometric approach.
 

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  • #2

1. What is inverse kinematics in robotics?

Inverse kinematics is a mathematical process used to determine the joint angles and positions of a robotic arm in order to achieve a desired end-effector position and orientation. It is an essential component of motion planning and control in robotics.

2. What is a 6 DOF robotic arm?

A 6 DOF (degrees of freedom) robotic arm has six joints that allow it to move in six different directions. These joints are typically referred to as the base, shoulder, elbow, wrist, and two fingers, and they work together to give the arm a wide range of motion and dexterity.

3. How does inverse kinematics work?

Inverse kinematics works by using the known position and orientation of the end-effector (such as a gripper) to calculate the corresponding joint angles and positions needed to achieve that end-effector position. This is done using geometric and trigonometric equations based on the robot's physical dimensions and the constraints of its joints.

4. What are the applications of inverse kinematics in robotics?

Inverse kinematics is used in a variety of applications in robotics, such as industrial automation, medical robotics, and even in consumer products like 3D printers and drones. It allows for precise control and manipulation of robotic arms, making them useful for tasks that require accuracy and repeatability.

5. What are some challenges associated with inverse kinematics?

One of the main challenges with inverse kinematics is the existence of multiple solutions for a given end-effector position, known as the "inverse kinematics problem." This can result in the robot choosing suboptimal or unstable joint configurations. Additionally, the calculations involved in inverse kinematics can be computationally intensive and may require real-time adjustments for dynamic environments.

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