Development of EEG signal processing algorithms and control mechanism for brain-computer interface game
The target of our project is to develop a game controlled by attention based brain wave signals. My individual project developed a C# program to gather the user’s brain wave signal through the commercial electroencephalography (EEG) device – Emotiv Epoc Headset and process the data by the DSP functi...
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sg-ntu-dr.10356-592062023-03-03T20:45:10Z Development of EEG signal processing algorithms and control mechanism for brain-computer interface game Lin, Jiangnan Vinod Achutavarrier Prasad School of Computer Engineering Centre for High Performance Embedded Systems DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences The target of our project is to develop a game controlled by attention based brain wave signals. My individual project developed a C# program to gather the user’s brain wave signal through the commercial electroencephalography (EEG) device – Emotiv Epoc Headset and process the data by the DSP function to generate an 3-level attention indication value. Game player can use the attention level indication value to control the game play. The DSP function apply the Fast Fourier Transform (FFT) and signal conjugation to convert the time domain EEG input signal into frequency domain data. Based on the calculated frequency spectrum, program generates the attention level indication value and passes the value to the game control block. The EEG game can be controlled with the attention level measured from this program. Bachelor of Engineering (Computer Engineering) 2014-04-25T05:43:11Z 2014-04-25T05:43:11Z 2014 2014 Final Year Project (FYP) http://hdl.handle.net/10356/59206 en Nanyang Technological University 35 p. application/msword |
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DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences Lin, Jiangnan Development of EEG signal processing algorithms and control mechanism for brain-computer interface game |
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The target of our project is to develop a game controlled by attention based brain wave signals. My individual project developed a C# program to gather the user’s brain wave signal through the commercial electroencephalography (EEG) device – Emotiv Epoc Headset and process the data by the DSP function to generate an 3-level attention indication value. Game player can use the attention level indication value to control the game play. The DSP function apply the Fast Fourier Transform (FFT) and signal conjugation to convert the time domain EEG input signal into frequency domain data. Based on the calculated frequency spectrum, program generates the attention level indication value and passes the value to the game control block. The EEG game can be controlled with the attention level measured from this program. |
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Vinod Achutavarrier Prasad |
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Vinod Achutavarrier Prasad Lin, Jiangnan |
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Final Year Project |
author |
Lin, Jiangnan |
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Lin, Jiangnan |
title |
Development of EEG signal processing algorithms and control mechanism for brain-computer interface game |
title_short |
Development of EEG signal processing algorithms and control mechanism for brain-computer interface game |
title_full |
Development of EEG signal processing algorithms and control mechanism for brain-computer interface game |
title_fullStr |
Development of EEG signal processing algorithms and control mechanism for brain-computer interface game |
title_full_unstemmed |
Development of EEG signal processing algorithms and control mechanism for brain-computer interface game |
title_sort |
development of eeg signal processing algorithms and control mechanism for brain-computer interface game |
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2014 |
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http://hdl.handle.net/10356/59206 |
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1759854228353843200 |