Design of Embedded EEG Data Acquisition System

Zhang Muqian, Cao Le

Integrated Circuits and Embedded Systems ›› 2023, Vol. 23 ›› Issue (7) : 33-37.

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Integrated Circuits and Embedded Systems ›› 2023, Vol. 23 ›› Issue (7) : 33-37.
TECHNOLOGY REVIEW

Design of Embedded EEG Data Acquisition System

  • Zhang Muqian, Cao Le
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Abstract

In the paper,a 64-channel EEG signal acquisition system is designed using Kintex-7 as the control core and controlled through a three-stage Finite State Machine (FSM) to transmit EEG signals to a computer via Gigabit Ethernet.The simulation and experiment results show that the designed embedded EEG acquisition system can achieve stable and reliable EEG signal acquisition,and the acquired EEG signals meet the requirements.This system provides a solution for portable EEG signal acquisition.

Key words

BCI / FPGA / signal acquisition / EEG / ADS1299

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Zhang Muqian, Cao Le. Design of Embedded EEG Data Acquisition System[J]. Integrated Circuits and Embedded Systems. 2023, 23(7): 33-37

References

[1] Caton Richard M D.Electrical Currents of the Brain[J].The Chicago Journal of Nervous & Mental Disease,1875,2(4):610.
[2] Berger H.Zur Innervation der Pia mater und der Gehirngefa Be[J].Archiv Für Psychiatrie Und Nervenkrankheiten,1924,70(1):216-220.
[3] Peya Z J,Akhand M A H,Srabonee J F,et al.EEG Based Autism Detection Using CNN Through Correlation Based Transformation of Channels' Data[C]//2020 IEEE Region 10 Symposium (TENSYMP).IEEE,2020.
[4] 张锁良,万灵燕,张志明,等.自闭症谱系障碍儿童静息状态下脑电微状态研究[J].中国生物医学工程学报,2021,40(6):653-661.
[5] 许琬鹦,陈靓影.正负面情绪刺激下自闭症谱系障碍儿童的脑电信号分析[J].科学通报,2020,65(21):2245-2255.
[6] A I U,B M H,B E U H Q,et al.An automated system for epilepsy detection using EEG brain signals based on deep learning approach[J].Expert Systems with Applications,2018(107):61-71.
[7] 汝彦冬,李金宝,吕兴凤,等.基于脑电通道动态选择方法的癫痫检测[J].仪器仪表学报,2021,42(2):180-188.
[8] 任晓兰,朱亚芹,孙艳军,等.脑电生物反馈联合重复经颅磁刺激治疗对老年睡眠障碍患者的影响[J].中国老年学杂志,2022,42(13):3231-3234.
[9] Tiwari S,Arora D.Diagnosis of sleep disorders in optimized time slot based machine learning techniques on EEG energy level patterns[J].Materials Today:Proceedings,2021(9).
[10] 方悦,王高华.阿尔兹海默症与老年抑郁症的假性痴呆二者脑电图表现分析[J].第三军医大学学报,2016,38(15):1792-1795.
[11] Wen W.Sleep Quality Detection Based on EEG Signals Using Transfer Support Vector Machine Algorithm[J].Frontiers in neuroscience,2021(15):670745.
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