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Research Paper | Electrical & Electronics Engineering | Bangladesh | Volume 9 Issue 12, December 2020 | Popularity: 6.7 / 10
Analysis and Extraction of Electroencephalogram (EEG) wave for Brain-Computer Interfacing
Pantha Protim Sarker
Abstract: The present work demonstrates the mining of brain data using non-invasive methods by simply interfacing the brain and computing devices. This work attempts to analyze and collect the Electroencephalogram (EEG) signal by two different sensors for Brain-Computer-Interfacing (BCI) system. A detailed performance analysis is carried out between these two sensors. Then various signal processing techniques and algorithms are used to extract two useful features of the brain, attention and meditation. Finally, for the later portion of the paper, Brain’s attention (EEG Beta wave) and meditation (EEG Theta wave) values are conditioned successfully to make them available for a practical application.
Keywords: Brain-Computer-Interfacing BCI, Electroencephalogram EEG, Non-invasive Signal Extraction, Attention, Meditation
Edition: Volume 9 Issue 12, December 2020
Pages: 790 - 796
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