Short Message Service Application by Using Brain Control System and Support Vector Machine (SVM) on Single Channel Electroencephalography (EEG)
Keywords:EEG, Emotiv, Support Vector Machine, Brain Computer Interface (BCI),
AbstractMost people who suffer from physical and sensory disabilities have limited activities. They need communication tools to facilitate communication activities with others. The purpose of this research is to create an application that translates thoughts to text which will be implemented in SMS feature by taking raw EEG from Emotiv EPOC, filtering, and applying machine learning algorithm, which is Support Vector Machine. There are two research steps: analysis and implementation. In the analysis step, the EEG samples taken from respondents are used for analyzing the most dominant channel. Then, EEG signal extraction uses Emotiv EPOC SDK, filters EEG signal taken from the most dominant channel and applies SVM algorithm for data training. C# based UI application is used as interactive media, so user can see the extraction result. The result of this research is an application that translates human thoughts to SMS.
How to Cite
TRANSFER OF COPYRIGHT AGREEMENT
The manuscript is herewith submitted for publication in the Journal of Telecommunication, Electronic and Computer Engineering (JTEC). It has not been published before, and it is not under consideration for publication in any other journals. It contains no material that is scandalous, obscene, libelous or otherwise contrary to law. When the manuscript is accepted for publication, I, as the author, hereby agree to transfer to JTEC, all rights including those pertaining to electronic forms and transmissions, under existing copyright laws, except for the following, which the author(s) specifically retain(s):
- All proprietary right other than copyright, such as patent rights
- The right to make further copies of all or part of the published article for my use in classroom teaching
- The right to reuse all or part of this manuscript in a compilation of my own works or in a textbook of which I am the author; and
- The right to make copies of the published work for internal distribution within the institution that employs me
I agree that copies made under these circumstances will continue to carry the copyright notice that appears in the original published work. I agree to inform my co-authors, if any, of the above terms. I certify that I have obtained written permission for the use of text, tables, and/or illustrations from any copyrighted source(s), and I agree to supply such written permission(s) to JTEC upon request.