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Calibration method of robot base frame using procrustes analysis

  • Xiaoshan Gao*
  • , Chao Yun
  • , Hui Jin
  • , Yuan Gao
  • *Corresponding author for this work
  • Beihang University
  • Beijing University of Posts and Telecommunications

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

A novel effective robot base frame calibration method using Procrustes Analysis is presented. The errors from the design, manufacture and assembly of robot in the mechanism cause the deviation of nominal base frame used by the robot controller and the actual mechanical base frame. The actual mechanical base frame can be established by external precision measurement. The theory of Procrustes Analysis is introduced into the analysis of the relation of the two base frames. In order to make sure the rotation matrix is orthonormal and normalized, an optimal estimation of the relative rotation between the two base frames is solved out under the criterion of optimal Frobenius norm approximation. Meanwhile, by the Lagrange Multiplier method and Singular Value Decomposition (SVD), an orthonormal rotation matrix can be reached. Finally, experiments on a 6-DOF industrial robot researched and developed independently are performed with FARO ARM to demonstrate the superiority of the proposed method. Using this method, the relation of the two base frames is obtained, and it makes the motion planning possible. The calibration method is useful to other problem that formulated in the same mathematical form, such as multirobot coordination and robot hand-eye system calibration.

Original languageEnglish
Title of host publicationProceedings of 2016 Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages16-20
Number of pages5
ISBN (Electronic)9781509013623
DOIs
StatePublished - 29 Aug 2016
Event2016 Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2016 - Tokyo, Japan
Duration: 20 Jul 201622 Jul 2016

Publication series

NameProceedings of 2016 Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2016

Conference

Conference2016 Asia-Pacific Conference on Intelligent Robot Systems, ACIRS 2016
Country/TerritoryJapan
CityTokyo
Period20/07/1622/07/16

Keywords

  • base frame
  • calibration
  • orthogonality
  • procrustes analysis

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