The Real Time EEG Phase Locked Feedback Control for Alpha Amplitude and Frequency Regulation: An OpenBCI Implementation

Xinyue Wang, Shaohui Hou, Li Zhang, Linling Li, Zhen Liang, Zhiguo Zhang, Gan Huang
October 2020
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Abstract

The neural oscillation in electroencephalogram (EEG) signals is highly related to people’s psychological cognitive ability. In this work, an OpenBCI version of phase-locked feedback control system has been implemented for real time alpha wave regulation. As compared with the distributed system architecture on Brainamp, PC and Arduino in the previous work, the new proposed system has integrated all the modules for signal acquisition, phase estimation and applying stimulation on one chip. Hence, the delay for signal transmission can be effectively eliminated, which leads to a better accuracy for phase estimation in phase-locked feedback control. The results show the effective of the proposed system to alpha wave regulation.

Type
Conference paper
Publication
2020 9th International Conference on Bioinformatics and Biomedical Science
Gan Huang
Gan Huang

My research interests include Neural Modulation, Brain Computer Interface and Neural Prosthetics.