Literature DB >> 26547847

Implementation of an Embedded Web Server Application for Wireless Control of Brain Computer Interface Based Home Environments.

Eda Akman Aydın1, Ömer Faruk Bay2, İnan Güler3.   

Abstract

Brain Computer Interface (BCI) based environment control systems could facilitate life of people with neuromuscular diseases, reduces dependence on their caregivers, and improves their quality of life. As well as easy usage, low-cost, and robust system performance, mobility is an important functionality expected from a practical BCI system in real life. In this study, in order to enhance users' mobility, we propose internet based wireless communication between BCI system and home environment. We designed and implemented a prototype of an embedded low-cost, low power, easy to use web server which is employed in internet based wireless control of a BCI based home environment. The embedded web server provides remote access to the environmental control module through BCI and web interfaces. While the proposed system offers to BCI users enhanced mobility, it also provides remote control of the home environment by caregivers as well as the individuals in initial stages of neuromuscular disease. The input of BCI system is P300 potentials. We used Region Based Paradigm (RBP) as stimulus interface. Performance of the BCI system is evaluated on data recorded from 8 non-disabled subjects. The experimental results indicate that the proposed web server enables internet based wireless control of electrical home appliances successfully through BCIs.

Entities:  

Keywords:  Brain-computer interface; Environmental control; P300 potentials; Web server; Wireless control

Mesh:

Year:  2015        PMID: 26547847     DOI: 10.1007/s10916-015-0386-0

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  26 in total

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Authors:  Jonathan R Wolpaw; Niels Birbaumer; Dennis J McFarland; Gert Pfurtscheller; Theresa M Vaughan
Journal:  Clin Neurophysiol       Date:  2002-06       Impact factor: 3.708

Review 2.  Smart homes to improve the quality of life for all.

Authors:  Marco Aiello; Fabio Aloise; Roberto Baldoni; Febo Cincotti; Christoph Guger; Alexander Lazovik; Massimo Mecella; Paolo Pucci; Johanna Rinsma; Giuseppe Santucci; Massimiliano Taglieri
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3.  Distance-constrained orthogonal Latin squares for brain-computer interface.

Authors:  Gang Luo; Wanli Min
Journal:  J Med Syst       Date:  2010-03-19       Impact factor: 4.460

Review 4.  Updating P300: an integrative theory of P3a and P3b.

Authors:  John Polich
Journal:  Clin Neurophysiol       Date:  2007-06-18       Impact factor: 3.708

5.  A two-level predictive event-related potential-based brain-computer interface.

Authors:  Yaming Xu; Yoshikazu Nakajima
Journal:  IEEE Trans Biomed Eng       Date:  2013-05-30       Impact factor: 4.538

Review 6.  Visual and auditory brain-computer interfaces.

Authors:  Shangkai Gao; Yijun Wang; Xiaorong Gao; Bo Hong
Journal:  IEEE Trans Biomed Eng       Date:  2014-05       Impact factor: 4.538

7.  A P300-based brain-computer interface aimed at operating electronic devices at home for severely disabled people.

Authors:  Rebeca Corralejo; Luis F Nicolás-Alonso; Daniel Alvarez; Roberto Hornero
Journal:  Med Biol Eng Comput       Date:  2014-08-28       Impact factor: 2.602

8.  Talking off the top of your head: toward a mental prosthesis utilizing event-related brain potentials.

Authors:  L A Farwell; E Donchin
Journal:  Electroencephalogr Clin Neurophysiol       Date:  1988-12

9.  Design and implementation of a P300-based brain-computer interface for controlling an internet browser.

Authors:  Emily M Mugler; Carolin A Ruf; Sebastian Halder; Michael Bensch; Andrea Kubler
Journal:  IEEE Trans Neural Syst Rehabil Eng       Date:  2010-08-30       Impact factor: 3.802

10.  Control of an electrical prosthesis with an SSVEP-based BCI.

Authors:  Gernot R Müller-Putz; Gert Pfurtscheller
Journal:  IEEE Trans Biomed Eng       Date:  2008-01       Impact factor: 4.538

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  1 in total

1.  Cross-validated Adaboost Classification of Emotion Regulation Strategies Identified by Spectral Coherence in Resting-State.

Authors:  Serap Aydın
Journal:  Neuroinformatics       Date:  2021-09-18
  1 in total

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