• 文献标题:   Robot-Based Calibration Procedure for Graphene Electronic Skin
  • 文献类型:   Article
  • 作  者:   KLIMASZEWSKI J, WILDNER K, OSTASZEWSKALIZEWSKA A, WLADZINSKI M, MOZARYN J
  • 作者关键词:   electronic skin, calibration, humanmachine interface
  • 出版物名称:   SENSORS
  • ISSN:  
  • 通讯作者地址:  
  • 被引频次:   1
  • DOI:   10.3390/s22166122
  • 出版年:   2022

▎ 摘  要

The paper describes the semi-automatised calibration procedure of an electronic skin comprising screen-printed graphene-based sensors intended to be used for robotic applications. The variability of sensitivity and load characteristics among sensors makes the practical use of the e-skin extremely difficult. As the number of active elements forming the e-skin increases, this problem becomes more significant. The article describes the calibration procedure of multiple e-skin array sensors whose parameters are not homogeneous. We describe how an industrial robot equipped with a reference force sensor can be used to automatise the e-skin calibration procedure. The proposed methodology facilitates, speeds up, and increases the repeatability of the e-skin calibration. Finally, for the chosen example of a nonhomogeneous sensor matrix, we provide details of the data preprocessing, the sensor modelling process, and a discussion of the obtained results.