• DocumentCode
    262572
  • Title

    Point of Contact Location and Normal Force Estimation Using Biomimetical Tactile Sensors

  • Author

    Ciobanu, Vlad ; Popescu, Dan ; Petrescu, Alexandru

  • Author_Institution
    Fac. of Autom. Control & Comput. Sci., Univ. Politeh. of Bucharest, Bucharest, Romania
  • fYear
    2014
  • fDate
    2-4 July 2014
  • Firstpage
    373
  • Lastpage
    378
  • Abstract
    One of the most important human capabilities is the tactile sensing that allows advanced in hand manipulation for several objects or tasks. In the robot world, object manipulation without tactile sensing is relying only on visual detection, thus introducing large error margins. This paper presents several solutions for point of contact detection and normal force estimation by using a biomimetical tactile sensor mounted on a robot hand. Even if this paper focuses on the data generated by using a specific sensor, the results and implemented methods can be applied to a wide range of tactile sensors.
  • Keywords
    biomimetics; estimation theory; force sensors; manipulators; tactile sensors; biomimetical tactile sensor; large error margin; normal force estimation; object manipulation; point of contact location; visual detection; Biosensors; Electrodes; Equations; Support vector machines; Tactile sensors; BioTac; Support Vector Machine Learning; contact point location; force estimation; tactile sensor;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Complex, Intelligent and Software Intensive Systems (CISIS), 2014 Eighth International Conference on
  • Conference_Location
    Birmingham
  • Print_ISBN
    978-1-4799-4326-5
  • Type

    conf

  • DOI
    10.1109/CISIS.2014.52
  • Filename
    6915542