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A Multichannel Reconfigurable EEG Acquisition System Design with Felt-based Soft Material Electrodes

机译:具有基于毡的软材料电极的多通道可重构的EEG采集系统设计

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The electroencephalogram (EEG) is a weak electrical signal generated by the activity of neurons located in the cerebral cortex or scalp surface neurons which is very important to brain disease diagnosis, rehabilitation and so on. However, the traditional acquisition equipment is usually large in size, difficult to configure, and complicated to use. To overcome these problems, a novel 8-channel EEG acquisition system based on the analog front end ADS1299, which can be also extended to 32-channel is proposed. A novel flexible and replaceable electrode based on felt material without the requirement of the conductive paste is designed. The proposed system is able to adjust the sampling rate from 250 Hz to 16 kHz. Moreover, with the advantage of a programmable gain amplifier, the proposed system can be applied not only for EEG signal acquisition, but also for most of the physiological signals acquisition like the electrocardiogram (ECG), electromyogram (EMG) and so on. In order to evaluate the performance of the EEG acquisition system, input noise level experiment and comparison experiment with the commercial product are performed. Moreover, spontaneous EEG signals (open-closed eyes) and evoked EEG signals (the steady-state visual evoked potentials, SSVEP) tasks are conducted. Experimental results indicate that the system satisfies the requirements of multi-channel EEG acquisition with high signal quality. And the system could provide a comfortable portable, function-rich, reconfigurable and low power-consumption way for the EEG related applications such as clinical diseases diagnosis and brain-computer interface (BCI).
机译:脑电图(EEG)是由位于大脑皮质或头皮表面神经元中的神经元的活性产生的弱电信号,这对脑病诊断,康复等非常重要。然而,传统的采集设备的尺寸通常很大,难以配置,并且使用复杂。为了克服这些问题,提出了一种基于模拟前端ADS1299的新型8通道EEG采集系统,其也可以扩展到32通道。设计了一种基于毛毡材料的新型柔性和可更换电极,而不需要导电膏的要求。所提出的系统能够将抽样率从250 Hz调整为16 kHz。此外,通过可编程增益放大器的优点,所提出的系统不仅可以应用于EEG信号采集,而且可以用于大多数生理信号获取,如心电图(ECG),电灰度(EMG)等。为了评估EEG采集系统的性能,进行了对商业产品的输入噪声水平实验和对比实验。此外,进行了自发的EEG信号(开闭眼睛)和诱发的EEG信号(稳态视觉诱发电位,SSVEP)任务。实验结果表明,该系统满足了具有高信号质量的多通道EEG采集的要求。该系统可以为EEG相关应用提供舒适的便携式,功能丰富,可重构和低功耗的方式,例如临床疾病诊断和大脑 - 计算机接口(BCI)。

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