IntroductionThe collection and process of human brain activity signals play an essential role in developing brain-computer interface (BCI) systems. A portable electroencephalogram (EEG) device has become an important tool for monitoring brain activity and diagnosing mental diseases. However, the miniaturization, portability, and scalability of EEG recorder are the current bottleneck in the research and application of BCI. MethodsFor scalp EEG and other applications, the current study designs a 32-channel EEG recorder with a sampling rate up to 30 kHz and 16-bit accuracy, which can meet both the demands of scalp and intracranial EEG signal recording. A fully integrated electrophysiology microchip RHS2116 controlled by FPGA is employed to build the EEG recorder, and the design meets the requirements of high sampling rate, high transmission rate and channel extensive. ResultsThe experimental results show that the developed EEG recorder provides a maximum 30 kHz sampling rate and 58 Mbps wireless transmission rate. The electrophysiological experiments were performed on scalp and intracranial EEG collection. An inflatable helmet with adjustable contact impedance was designed, and the pressurization can improve the SNR by approximately 4 times, the average accuracy of steady-state visual evoked potential (SSVEP) was 93.12%. Animal experiments were also performed on rats, and spike activity was captured successfully. ConclusionThe designed multichannel wireless EEG collection system is simple and comfort, the helmet-EEG recorder can capture the bioelectric signals without noticeable interference, and it has high measurement performance and great potential for practical application in BCI systems.
基金:
National Natural Science Foundation of China [U20A20224]; Natural Science Foundation of Hebei Province [F2021201005]; Key Projects of the Education Department of Hebei Province [ZD2022072, ZD2020146]; Hebei Science and Technology Plan Project [22321701D]
第一作者机构:[1]Hebei Univ, Coll Elect Informat Engn, Baoding, Peoples R China[2]Hebei Univ, Hebei Key Lab Digital Med Engn, Baoding, Peoples R China[3]Hebei Univ, Informat Ctr, Affiliated Hosp, Baoding, Peoples R China
共同第一作者:
通讯作者:
通讯机构:[1]Hebei Univ, Coll Elect Informat Engn, Baoding, Peoples R China[2]Hebei Univ, Hebei Key Lab Digital Med Engn, Baoding, Peoples R China
推荐引用方式(GB/T 7714):
Li Ruikai,Zhang Yixing,Fan Guangwei,et al.Design and implementation of high sampling rate and multichannel wireless recorder for EEG monitoring and SSVEP response detection[J].FRONTIERS IN NEUROSCIENCE.2023,17:doi:10.3389/fnins.2023.1193950.
APA:
Li, Ruikai,Zhang, Yixing,Fan, Guangwei,Li, Ziteng,Li, Jun...&Liu, Xiuling.(2023).Design and implementation of high sampling rate and multichannel wireless recorder for EEG monitoring and SSVEP response detection.FRONTIERS IN NEUROSCIENCE,17,
MLA:
Li, Ruikai,et al."Design and implementation of high sampling rate and multichannel wireless recorder for EEG monitoring and SSVEP response detection".FRONTIERS IN NEUROSCIENCE 17.(2023)