Cognitive efficiency in robot control by Emotiv EPOC
This conference paper was presented in the International Conference on Informatics, Electronics and Vision, ICIEV 2014; Dhaka; Bangladesh; 23 May 2014 through 24 May 2014 [ © 2014 IEEE] The conference paper's definite version is available at: http://dx.doi.org/10.1109/ICIEV.2014.6850775
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| Materialtyp: | Conference paper |
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© 2014 IEEE Computer Society
2016
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| Länkar: | http://hdl.handle.net/10361/7393 http://dx.doi.org/10.1109/ICIEV.2014.6850775 |
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10361-73932018-07-25T10:18:56Z Cognitive efficiency in robot control by Emotiv EPOC Chowdhury, Pritom Shakim, S. S. Kibria Karim, Md. Risul Rhaman, Md. Khalilur Department of Computer Science and Engineering, BRAC University BCI EEG EMG EOG Sequential sampling Efficiency This conference paper was presented in the International Conference on Informatics, Electronics and Vision, ICIEV 2014; Dhaka; Bangladesh; 23 May 2014 through 24 May 2014 [ © 2014 IEEE] The conference paper's definite version is available at: http://dx.doi.org/10.1109/ICIEV.2014.6850775 Brain Computer Interface (BCI) has opened a new era in the field of neuroscience. It has the potentiality to improve the quality of life of severely disabled patients. It allows them to regain the power of moving things by their affective, cognitive and expressive brain activities. Emotiv EPOC head set is a safe and comfortable BCI system which contains a number of advanced electrode sensors. It can detect and process the user's thoughts, feelings and expressions in real time. A prototype of two wheeler robot is implemented and experimented which was controlled by the thought of human being. In average 72.65% accuracy is observed in the experiment for different aged people from 14 to 30 years old where the accuracy for the physically challenged people is 82% in average. Firstly the prototype software has to be trained by a specific user then it controls a wireless robot by the person's thought for driving the robot in forward, backward, left and right directions. This robot can be stopped by a specific facial expression which does not need any training. The article also investigated the shortcomings and reviews on the reliability of the cognitive output efficiency of Emotiv EPOC EEG device, based on user comments and related researches. Published 2016-12-28T06:51:19Z 2016-12-28T06:51:19Z 2014-05 Conference paper Chowdhury, P., Kibria Shakim, S. S., Karim, M. R., & Rhaman, M. K. (2014). Cognitive efficiency in robot control by emotiv EPOC. Paper presented at the 2014 International Conference on Informatics, Electronics and Vision, ICIEV 2014, doi:10.1109/ICIEV.2014.6850775 978-147995179-6 http://hdl.handle.net/10361/7393 http://dx.doi.org/10.1109/ICIEV.2014.6850775 en http://ieeexplore.ieee.org/document/6850775/ © 2014 IEEE Computer Society |
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Brac University |
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Institutional Repository |
| language |
English |
| topic |
BCI EEG EMG EOG Sequential sampling Efficiency |
| spellingShingle |
BCI EEG EMG EOG Sequential sampling Efficiency Chowdhury, Pritom Shakim, S. S. Kibria Karim, Md. Risul Rhaman, Md. Khalilur Cognitive efficiency in robot control by Emotiv EPOC |
| description |
This conference paper was presented in the International Conference on Informatics, Electronics and Vision, ICIEV 2014; Dhaka; Bangladesh; 23 May 2014 through 24 May 2014 [ © 2014 IEEE] The conference paper's definite version is available at: http://dx.doi.org/10.1109/ICIEV.2014.6850775 |
| author2 |
Department of Computer Science and Engineering, BRAC University |
| author_facet |
Department of Computer Science and Engineering, BRAC University Chowdhury, Pritom Shakim, S. S. Kibria Karim, Md. Risul Rhaman, Md. Khalilur |
| format |
Conference paper |
| author |
Chowdhury, Pritom Shakim, S. S. Kibria Karim, Md. Risul Rhaman, Md. Khalilur |
| author_sort |
Chowdhury, Pritom |
| title |
Cognitive efficiency in robot control by Emotiv EPOC |
| title_short |
Cognitive efficiency in robot control by Emotiv EPOC |
| title_full |
Cognitive efficiency in robot control by Emotiv EPOC |
| title_fullStr |
Cognitive efficiency in robot control by Emotiv EPOC |
| title_full_unstemmed |
Cognitive efficiency in robot control by Emotiv EPOC |
| title_sort |
cognitive efficiency in robot control by emotiv epoc |
| publisher |
© 2014 IEEE Computer Society |
| publishDate |
2016 |
| url |
http://hdl.handle.net/10361/7393 http://dx.doi.org/10.1109/ICIEV.2014.6850775 |
| work_keys_str_mv |
AT chowdhurypritom cognitiveefficiencyinrobotcontrolbyemotivepoc AT shakimsskibria cognitiveefficiencyinrobotcontrolbyemotivepoc AT karimmdrisul cognitiveefficiencyinrobotcontrolbyemotivepoc AT rhamanmdkhalilur cognitiveefficiencyinrobotcontrolbyemotivepoc |
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