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Related Concept Videos

Calibration Curves: Linear Least Squares01:20

Calibration Curves: Linear Least Squares

A calibration curve is a plot of the instrument's response against a series of known concentrations of a substance. This curve is used to set the instrument response levels, using the substance and its concentrations as standards. Alternatively, or additionally, an equation is fitted to the calibration curve plot and subsequently used to calculate the unknown concentrations of other samples reliably.
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In a linear calibration curve, there is a value called the calibration coefficient, denoted by 'r,' which measures the strength and the direction of association between two variables. The correlation coefficient value ranges from −1 to +1. A value of +1 indicates a perfect positive linear correlation, −1 denotes a perfect negative correlation, and 0 implies no correlation between the two variables. A positive correlation value establishes that as one variable increases, the other increases, and...

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Related Experiment Video

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Sit-to-stand-and-walk from 120% Knee Height: A Novel Approach to Assess Dynamic Postural Control Independent of Lead-limb
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A new full pose measurement method for robot calibration.

Hoai-Nhan Nguyen1, Jian Zhou, Hee-Jun Kang

  • 1Graduate School of Electrical Engineering, University of Ulsan, Namgu, Ulsan City 680-749, Korea. nhan.nguyenhoai@yahoo.com

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Summary

This study introduces a novel method for robot calibration using circular trajectory analysis of end-effector target points. This approach enables accurate full pose measurement, crucial for identifying kinematic errors in robotic systems.

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Area of Science:

  • Robotics
  • Mechanical Engineering
  • Calibration Techniques

Background:

  • Accurate robot calibration relies on precise end-effector pose measurement in Cartesian space.
  • Existing methods may lack the required accuracy for identifying subtle kinematic errors.

Purpose of the Study:

  • To propose and validate a new method for full pose measurement of robot end-effectors.
  • To enhance the accuracy and reliability of robot calibration processes.

Main Methods:

  • Analysis of target points on a circular trajectory of a rotating end-effector.
  • Computational simulation using the Puma robot for validation.
  • Experimental calibration and validation on the Hyundai HA-06 robot.

Main Results:

  • The proposed method achieves accurate full pose measurement of robot end-effectors.
  • Computational simulations confirmed the method's accuracy.
  • Experimental results demonstrated the method's effectiveness, correctness, and reliability.

Conclusions:

  • The new method provides a reliable approach for robot end-effector full pose measurement.
  • This technique is applicable to robots with all revolute joints or only the last revolute joint.
  • The method significantly improves robot kinematic error identification during calibration.