Skip to main content

2017 | OriginalPaper | Buchkapitel

Mobile BCI Technology: NeuroIS Goes Out of the Lab, into the Field

verfasst von : S. C. Wriessnegger, G. Krumpl, A. Pinegger, G. R. Mueller-Putz

Erschienen in: Information Systems and Neuroscience

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In the past years many NeuroIS studies have been published using different neuroimaging tools like electroencephalography (EEG) or functional magnetic resonance imaging (fMRI). In general most of the EEG studies have been performed in the lab, where participants are mounted with EEG sensors sitting in front of the computer and following the presented instructions. There are several mobile EEG systems on the market which could be used to investigate brain activity of human behaviour in the field, like during sports or social activities. In this paper we will present a novel system for EEG-based NeuroIS studies out of the lab, named mobile NeuroIS. The system consists of a wireless EEG system and a smart-phone, serving as a monitor. Beside the system architecture we will present first evaluation data of three participants using it as mobile Brain-Computer Interface (BCI) application.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Kranczioch, C., Zich, C., Schierholz, I., Sterr, A.: Mobile EEG and its potential to promote the theory and application of imagery-based motor rehabilitation. Int. J. Psychophysiol. 91(1), 10–15 (2014). ISSN 0167-8760CrossRef Kranczioch, C., Zich, C., Schierholz, I., Sterr, A.: Mobile EEG and its potential to promote the theory and application of imagery-based motor rehabilitation. Int. J. Psychophysiol. 91(1), 10–15 (2014). ISSN 0167-8760CrossRef
2.
Zurück zum Zitat Debener, S., Minow, F., Emkes, R., Gandras, K., De Vos, M.: How about taking a low-cost, small, and wireless EEG for a walk? Psychophysiology 49, 1449–1453 (2012)CrossRef Debener, S., Minow, F., Emkes, R., Gandras, K., De Vos, M.: How about taking a low-cost, small, and wireless EEG for a walk? Psychophysiology 49, 1449–1453 (2012)CrossRef
3.
Zurück zum Zitat Park, J.L., Fairweather, M.M., Donaldson, D.I.: Making the case for mobile cognition: EEG and sports performance. Neurosci. Biobehav. Rev. 52, 117–130 (2015)CrossRef Park, J.L., Fairweather, M.M., Donaldson, D.I.: Making the case for mobile cognition: EEG and sports performance. Neurosci. Biobehav. Rev. 52, 117–130 (2015)CrossRef
4.
Zurück zum Zitat De Vos, M., Kroesen, M., Emkes, R., Debener, S.: P300 speller BCI with a mobile EEG system: comparison to a traditional amplifier. J. Neural Eng. 11, 3 (2014) De Vos, M., Kroesen, M., Emkes, R., Debener, S.: P300 speller BCI with a mobile EEG system: comparison to a traditional amplifier. J. Neural Eng. 11, 3 (2014)
5.
Zurück zum Zitat Wolpaw, J., Winter Wolpaw, E.: Brain-computer interfaces: something new under the sun. In: Wolpaw, J., Winter Wolpaw, E. (eds.) Brain-Computer Interfaces: Principles and Practice, S. 3–12. Oxford University Press, New York (2012) Wolpaw, J., Winter Wolpaw, E.: Brain-computer interfaces: something new under the sun. In: Wolpaw, J., Winter Wolpaw, E. (eds.) Brain-Computer Interfaces: Principles and Practice, S. 3–12. Oxford University Press, New York (2012)
6.
Zurück zum Zitat Brunner, C., Birbaumer, N., Blankertz, B., Guger, C., Kübler, A., Mattia, D., Millán, J.D.R., Miralles, F., Nijholt, A., Opisso, E., Müller-Putz, G.R.: BNCI Horizon 2020: towards a roadmap for the BCI community. Brain-Comput. Interfaces 2, 1–10 (2015)CrossRef Brunner, C., Birbaumer, N., Blankertz, B., Guger, C., Kübler, A., Mattia, D., Millán, J.D.R., Miralles, F., Nijholt, A., Opisso, E., Müller-Putz, G.R.: BNCI Horizon 2020: towards a roadmap for the BCI community. Brain-Comput. Interfaces 2, 1–10 (2015)CrossRef
7.
Zurück zum Zitat Müller-Putz, G., et al.: Towards noninvasive hybrid brain-computer interfaces: framework, practice, clinical application, and beyond. Proc. IEEE 103(6), 926–943 (2015)CrossRef Müller-Putz, G., et al.: Towards noninvasive hybrid brain-computer interfaces: framework, practice, clinical application, and beyond. Proc. IEEE 103(6), 926–943 (2015)CrossRef
8.
Zurück zum Zitat Lotte, F.: Signal processing approaches to minimize or suppress calibration time in oscillatory activity-based brain-computer interfaces. Proc. IEEE 103(6), 871–890 (2015)CrossRef Lotte, F.: Signal processing approaches to minimize or suppress calibration time in oscillatory activity-based brain-computer interfaces. Proc. IEEE 103(6), 871–890 (2015)CrossRef
9.
Zurück zum Zitat Zander, T., Kothe, C.: Towards passive brain-computer interfaces: applying brain-computer interface technology to human-machine systems in general. J. Neural Eng. 8, 025005, 1–5 (2011) Zander, T., Kothe, C.: Towards passive brain-computer interfaces: applying brain-computer interface technology to human-machine systems in general. J. Neural Eng. 8, 025005, 1–5 (2011)
10.
Zurück zum Zitat Nijholt, A.: BCI for games: a ‘state of the art’ survey. In: ICEC’08: Proceedings of the 7th International Conference on Entertainment Computing, pp. 225–228. Springer, Berlin (2009) Nijholt, A.: BCI for games: a ‘state of the art’ survey. In: ICEC’08: Proceedings of the 7th International Conference on Entertainment Computing, pp. 225–228. Springer, Berlin (2009)
11.
Zurück zum Zitat Misawa, T., et al.: A brain-computer interface for purchase decision-making. Int. J. Comput. Sci. 4(2), 173–185 (2010) Misawa, T., et al.: A brain-computer interface for purchase decision-making. Int. J. Comput. Sci. 4(2), 173–185 (2010)
12.
Zurück zum Zitat Riedl, R., Banker, R.D., Benbasat, I., Davis, F.D., Dennis, A.R., Dimoka, A., Gefen, D., Gupta, A., Ischebeck, A., Kenning, P., Müller-Putz, G., Pavlou, P.A., Straub, D.W., vom Brocke, J., Weber, B.: On the foundations of NeuroIS: reflections on the Gmunden Retreat 2009. Commun. AIS 27, 243–264 (2010) Riedl, R., Banker, R.D., Benbasat, I., Davis, F.D., Dennis, A.R., Dimoka, A., Gefen, D., Gupta, A., Ischebeck, A., Kenning, P., Müller-Putz, G., Pavlou, P.A., Straub, D.W., vom Brocke, J., Weber, B.: On the foundations of NeuroIS: reflections on the Gmunden Retreat 2009. Commun. AIS 27, 243–264 (2010)
13.
Zurück zum Zitat Kübler, A., Kotchoubey, B., Kaiser, J., Wolpaw, J.R., Birbaumer, N.: Brain–computer communication: unlocking the locked in. Psychol. Bull. 127, 358–375 (2001)CrossRef Kübler, A., Kotchoubey, B., Kaiser, J., Wolpaw, J.R., Birbaumer, N.: Brain–computer communication: unlocking the locked in. Psychol. Bull. 127, 358–375 (2001)CrossRef
14.
Zurück zum Zitat Müller-Putz, G., Riedl, R., Wriessnegger, S.: Electroencephalography (EEG) as a research tool in the information systems discipline: foundations, measurement, and applications. Commun. Assoc. Inf. Syst. 37, 911–948 (2015) Müller-Putz, G., Riedl, R., Wriessnegger, S.: Electroencephalography (EEG) as a research tool in the information systems discipline: foundations, measurement, and applications. Commun. Assoc. Inf. Syst. 37, 911–948 (2015)
15.
Zurück zum Zitat Breitweiser, C., Neuper, C., Müller-Putz, G.R.: 2011. TOBI interface A (TiA)—a standardized interface to transmit raw biosignals. Int. J. Bioelectromagn. 13, 64–65 (2011) Breitweiser, C., Neuper, C., Müller-Putz, G.R.: 2011. TOBI interface A (TiA)—a standardized interface to transmit raw biosignals. Int. J. Bioelectromagn. 13, 64–65 (2011)
16.
Zurück zum Zitat Farwell, L., Donchin, E.: Talking the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr. Clin. Neurophysiol. 70(6), 510–523 (1988)CrossRef Farwell, L., Donchin, E.: Talking the top of your head: toward a mental prosthesis utilizing event-related brain potentials. Electroencephalogr. Clin. Neurophysiol. 70(6), 510–523 (1988)CrossRef
17.
Zurück zum Zitat Stopczynski, A., Larsen, J.E., Stahlhut, C., Petersen, M.K., Hansen, L.K.: A Smartphone interface for a wireless EEG headset with real-time 3D reconstruction. In: D’Mello, S., Graesser, A., Schuller, B., Martin, J.-C. (eds.) Affective Computing and Intelligent Interaction. Lecture Notes in Computer Science, vol. 6975, pp. 317–318. Springer, Berlin (2011)CrossRef Stopczynski, A., Larsen, J.E., Stahlhut, C., Petersen, M.K., Hansen, L.K.: A Smartphone interface for a wireless EEG headset with real-time 3D reconstruction. In: D’Mello, S., Graesser, A., Schuller, B., Martin, J.-C. (eds.) Affective Computing and Intelligent Interaction. Lecture Notes in Computer Science, vol. 6975, pp. 317–318. Springer, Berlin (2011)CrossRef
18.
Zurück zum Zitat Donchin, E., Spencer, K.M., Wijesinghe, R.: The mental prosthesis: assessing the speed of a P300-based brain-computer interface. IEEE Trans. Neural Syst. Rehabil. Eng. 8, 174–179 (2000)CrossRef Donchin, E., Spencer, K.M., Wijesinghe, R.: The mental prosthesis: assessing the speed of a P300-based brain-computer interface. IEEE Trans. Neural Syst. Rehabil. Eng. 8, 174–179 (2000)CrossRef
19.
Zurück zum Zitat Aloise, F., et al.: P300-based brain-computer interface for environmental control: an asynchronous approach. J. Neural Eng. 8(2) (2011) Aloise, F., et al.: P300-based brain-computer interface for environmental control: an asynchronous approach. J. Neural Eng. 8(2) (2011)
20.
Zurück zum Zitat Halder, S., Pinegger, A., Käthner, I., Wriessnegger, S.C., Faller, J., Antunes, J.B.P., Müller-Putz, G.R., Kübler, A.: Brain-controlled applications using dynamic P300 speller matrices. Artif. Intell. Med. 63(1), 7–17 (2015)CrossRef Halder, S., Pinegger, A., Käthner, I., Wriessnegger, S.C., Faller, J., Antunes, J.B.P., Müller-Putz, G.R., Kübler, A.: Brain-controlled applications using dynamic P300 speller matrices. Artif. Intell. Med. 63(1), 7–17 (2015)CrossRef
21.
Zurück zum Zitat Pinegger, A., Faller, J., Halder, S., Wriessnegger, S.C., Müller-Putz, G.R.: Control or non-control state: that is the question! An asynchronous visual P300-based BCI approach. J. Neural Eng. 12(1), 1–8 (2015) Pinegger, A., Faller, J., Halder, S., Wriessnegger, S.C., Müller-Putz, G.R.: Control or non-control state: that is the question! An asynchronous visual P300-based BCI approach. J. Neural Eng. 12(1), 1–8 (2015)
22.
Zurück zum Zitat Pinegger, A., Wriessnegger, S.C., Müller-Putz, G.R.: Introduction of a universal P300 brain-computer interface communication system. Biomed. Eng. 58, 1–2 (2013) Pinegger, A., Wriessnegger, S.C., Müller-Putz, G.R.: Introduction of a universal P300 brain-computer interface communication system. Biomed. Eng. 58, 1–2 (2013)
Metadaten
Titel
Mobile BCI Technology: NeuroIS Goes Out of the Lab, into the Field
verfasst von
S. C. Wriessnegger
G. Krumpl
A. Pinegger
G. R. Mueller-Putz
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-41402-7_8