Multi-command chest tactile brain computer interface for small vehicle robot navigation

Hiromu Mori, Shoji Makino, Tomasz M. Rutkowski

Research output: Chapter in Book/Report/Conference proceedingConference contribution

8 Citations (Scopus)

Abstract

The presented study explores the extent to which tactile stimuli delivered to five chest positions of a healthy user can serve as a platform for a brain computer interface (BCI) that could be used in an interactive application such as robotic vehicle operation. The five chest locations are used to evoke tactile brain potential responses, thus defining a tactile brain computer interface (tBCI). Experimental results with five subjects performing online tBCI provide a validation of the chest location tBCI paradigm, while the feasibility of the concept is illuminated through information-transfer rates. Additionally an offline classification improvement with a linear SVM classifier is presented through the case study.

Original languageEnglish
Title of host publicationBrain and Health Informatics - International Conference, BHI 2013, Proceedings
Pages469-478
Number of pages10
DOIs
Publication statusPublished - 2013
Externally publishedYes
EventInternational Conference on Brain and Health Informatics, BHI 2013 - Maebashi, Japan
Duration: 2013 Oct 292013 Oct 31

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume8211 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

ConferenceInternational Conference on Brain and Health Informatics, BHI 2013
CountryJapan
CityMaebashi
Period13/10/2913/10/31

Keywords

  • EEG
  • Neurotechnology
  • P300
  • Robotic vehicle interface
  • Tactile BCI

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

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