English

Accurate Contact Localization and Indentation Depth Prediction With an Optics-based Tactile Sensor

Robotics 2018-02-21 v1

Abstract

Traditional methods to achieve high localization accuracy with tactile sensors usually use a matrix of miniaturized individual sensors distributed on the area of interest. This approach usually comes at a price of increased complexity in fabrication and circuitry, and can be hard to adapt for non planar geometries. We propose to use low cost optic components mounted on the edges of the sensing area to measure how light traveling through an elastomer is affected by touch. Multiple light emitters and receivers provide us with a rich signal set that contains the necessary information to pinpoint both the location and depth of an indentation with high accuracy. We demonstrate sub-millimeter accuracy on location and depth on a 20mm by 20mm active sensing area. Our sensor provides high depth sensitivity as a result of two different modalities in how light is guided through our elastomer. This method results in a low cost, easy to manufacture sensor. We believe this approach can be adapted to cover non-planar surfaces, simplifying future integration in robot skin applications.

Keywords

Cite

@article{arxiv.1802.06837,
  title  = {Accurate Contact Localization and Indentation Depth Prediction With an Optics-based Tactile Sensor},
  author = {Pedro Piacenza and Weipeng Dang and Emily Hannigan and Jeremy Espinal and Ikram Hussain and Ioannis Kymissis and Matei Ciocarlie},
  journal= {arXiv preprint arXiv:1802.06837},
  year   = {2018}
}

Comments

7 pages, 7 figures, 3 tables, originally published on ICRA 2017

R2 v1 2026-06-23T00:26:55.097Z