11.15.2. Model Calibration

Try these first

1. 1.

   What is model calibration?

   Hint

   Think about accuracy in predicting robot behavior.

2. 2.

   Name one method used in model calibration.

   Hint

   Consider methods that minimize differences between observed and predicted values.

3. 3.

   What is the purpose of model calibration in robotics?

   • To adjust colors
   • To ensure accurate behavior prediction
   • To increase speed

   Hint

   Remember the key function of calibration.

4. 4.

   True or False: Frequency domain analysis is one method used in model calibration.

   • True
   • False

   Hint

   Think back to the techniques discussed in class.

5. 5.

   You have a robotic arm that consistently misplaces objects in a manufacturing line. Describe the steps you would take to recalibrate the arm using least squares estimation.

   Hint

   Think about the formula used in least squares regression.

6. 6.

   In a surgery simulation, a robot calibrated too tightly can cause injuries due to overcorrection. Propose a model adjustment strategy to prevent this from happening.

   Hint

   Consider how adjustments can improve robotic responsiveness.