Wearable tactile sensor system for reading braille

Kaoru Miyata, Mami Tanaka, Tatsuo Nishizawa, Seiji Chonan

Research output: Contribution to journalArticlepeer-review

6 Citations (Scopus)

Abstract

This paper is a study on the development of a wearable sensor system for reading Braille. The study is intended to develop a compact tactile sensor system which uses a PVDF (Polyvinylidene Fluoride) film as the sensory receptor. The sensor is mounted onto a fingertip and moved over Braille manually to obtain the sensor output. Since the unsteady movements yield variations in the waveforms, a robust recognition system is required. The recognition system consists of three components as follows. First, the signal inputted to the system is divided into individual signals regardless of the variations in the waveforms. Next, those signals are transformed into effective feature vectors in order to suppress the variations. Finally, those vectors are classified and the results are obtained. In the process, minimum-distance classifiers and neural classifiers are used. For the investigation of experimental verification, test signals are inputted to the recognition system and the performance of the system is evaluated. The obtained results show that the wearable sensor with the recognition system is effective to recognize Braille.

Original languageEnglish
Pages (from-to)203-215
Number of pages13
JournalInternational Journal of Applied Electromagnetics and Mechanics
Volume23
Issue number3-4
DOIs
Publication statusPublished - 2006

Keywords

  • Braille
  • Measurement
  • PVDF film
  • Recognition system
  • Signal processing
  • Tactile sensor

ASJC Scopus subject areas

  • Electronic, Optical and Magnetic Materials
  • Condensed Matter Physics
  • Mechanics of Materials
  • Mechanical Engineering
  • Electrical and Electronic Engineering

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