高级检索+

可穿戴干电极脑电感知技术与实现

Wearable dry electrode EEG sensing technology and implementation

  • 摘要: 脑电信号由于其易获取、高时间分辨率、低成本和高便携性等优势被广泛应用与脑机接口。湿电极脑电感知技术由于其可靠的接触,从而提供了较好的信号质量,然而由于其准备时间长、用后需要清理等问题成为制约脑机接口日常条件应用的重要因素。针对干电极脑电感知中信号微弱、接触阻抗高、易受噪声干扰等问题,本文提出了一种适用于干电极的脑电信号感知系统,包含刚挠结合有源电极驱动装置和脑电信号调理放大采集装置。通过刚挠结合电极设计来保障信号完整性,通过前置有源高阻缓冲电路来增加信号驱动能力,通过逐级调理放大电路来提升信号信噪比,并进行了多种抗干扰设计,实现了高质量的脑电信号采集。在SSVEP脑机接口范式下进行实验验证,结果表明,该脑电采集信号接近湿电极水平,为日常条件下脑机接口应用提供极大便捷性。

     

    Abstract: Reducing noise impact to achieve a high-quality EEG signal conditioning and acquisition system is crucial in brain -computer interface technology. Although the current wet-electrode-based acquisition and amplification circuits are relatively mature, the long preparation time and the need for professional operators seriously limit the application of brain-computer interfaces. Using dry electrodes can effectively avoid these problems. This paper proposes a high signal -to -noise ratio (SNR) rigid -flex active electrode device suitable for dry electrode acquisition of weak EEG signals, as well as a high SNR EEG signal filtering, amplification, and acquisition device. Through reasonable circuit design and electrical parameter selection, the impact of noise is reduced, enabling high-quality EEG signal acquisition. In addition, the impact of the reference electrode on the acquisition performance under various conditions was studied to determine the optimal state. Under this state, the performance of the dry electrode-based EEG signal acquisition using the device was compared with the wet electrode-based data from Tsinghua University's public dataset. Experimental results of the steady-state visual evoked potential (SSVEP) show that the performance of EEG signal acquisition using the dry electrodes with this device is comparable to that of the existing wet electrode-based acquisition devices.

     

/

返回文章
返回