INFORMATICS SYSTEM FOR CONCENTRATION STATE ANALYSIS ON THE BASIS OF A DEVICE OPERATING IN THE BRAIN – COMPUTER INTERFACE TECHNOLOGY
Szczepan Paszkiel
s.paszkiel@po.opole.plOpole University of Technology, Department of Electrical, Control & Computer Engineering, Institute of Control & Computer Engineering (Poland)
Abstract
The informatics system designed for the needs of the workgroup working at the Faculty of Automatic Control and Computer Sciences of Opole University of Technology consisting of two applications, of which one is currently the most popular operating system in smart phones was described in the article. The objective of operation of the mobile application is connection of functionality of a device for electroencephalographic measurements with a daily used mobile phone. Thanks to applied connection in the form of an application it is possible to verify the concentration state of the particular person during execution of the particular action with the special consideration to the tasks, which require high concentration. Thanks to the elaborated mobile application we are able to determine the most effective daytime for learning and to draw the characteristics of the concentration loss time. The second application in the system is used as the synchronization server.
Keywords:
concentration state analysis, brain-computer interface technology, EEG signal, AndroidReferences
Bin G., Gao X., Wang Y., Li Y., Hong B., Gao S.: A high-speed BCI based on code modulation VEP. Journal of neural engineering, 8(2)/2011.
Google Scholar
Congedo M.: Subspace Projection Filters for Real-Time Brain Electromagnetic Imaging. IEEE Transactions on Biomedical Engineering 53(8)/2006, 1624–1634.
Google Scholar
Fitzgibbon S.P., Powers D.M., Pope K.J., Clark C.R.: Removal of EEG noise and artifact using blind source separation. J. Clin. Neurophysiol 24(3)/2007, 232–243.
Google Scholar
Guger C., Ramoser H., Pfurtscheller G.: Real-Time EEG Analysis with Subject-Specific Spatial Patterns for a Brain-Computer Interface. IEEE Transactions on Rehabilitation Engineering 8(4)/2000, 447–456.
Google Scholar
Paszkiel S.: The use of Brain Computer Interfaces in the control processes based on industrial PC in terms of the methods of EEG signal analysis. Journal of Medical Informatics & Technologies 22/2013, 55–62.
Google Scholar
Paszkiel S.: Augmented reality of technological environment in correlation with brain computer interfaces for control processes. Advances in Intelligent Systems and Computing 267 – AISC, Springer 2014, 197–203.
Google Scholar
Authors
Szczepan Paszkiels.paszkiel@po.opole.pl
Opole University of Technology, Department of Electrical, Control & Computer Engineering, Institute of Control & Computer Engineering Poland
Statistics
Abstract views: 206PDF downloads: 48
License
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Most read articles by the same author(s)
- Błażej Zając, Szczepan Paszkiel, USING BRAIN-COMPUTER INTERFACE TECHNOLOGY AS A CONTROLLER IN VIDEO GAMES , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 10 No. 3 (2020)
- Piotr Szpulak, Szczepan Paszkiel, Stanisław Wawrzyniak, Mirosław Gryszpiński, INVESTMENT PROFITABILITY ANALYSIS OF AN ON-GRID PHOTOVOLTAIC SYSTEM , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 2 (2017)
- Szczepan Paszkiel, Maciej Matusik, DEVELOPMENT OF THE INTERNET OF THINGS IN POLAND WITH SPECIAL CONSIDERATION OF THE SOCIETY’S AWARENESS OF THE IOT , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 7 No. 2 (2017)
- Szczepan Paszkiel, TWO-MODULAR SYSTEM FOR PROCESSING EEG DATA USING FACTOR ANALYSIS AND MOORE-PENROSE PSEUDOINVERSION , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 4 No. 4 (2014)
- Szczepan Paszkiel, Robert Kania, INTERACTIVE, MULTIFUNCTIONAL MIRROR – PART OF A SMART HOME , Informatyka, Automatyka, Pomiary w Gospodarce i Ochronie Środowiska: Vol. 6 No. 1 (2016)