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Embedded ECG Acquisition System Based on Compressed Sensingx

机译:基于压缩感知的嵌入式心电图采集系统

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摘要

The traditional electrocardiogram (ECG) acquisition system is generally based on the Nyquist sampling theorem of the MCU acquisition system. The problems caused by this are complex computational processing and storage of data. This paper proposed an embedded ECG acquisition system via compressed sensing. The system uses a 32-bit embedded ARM processor combined with a compressed sensing algorithm to transmit the collected ECG signals to the computer after noise reduction and compression processing. Then reconstruct the ECG signals with different reconstruction algorithms. The experiment proves that the system has the characteristics of high precision, low power consumption and portable power saving.
机译:传统的心电图(ECG)采集系统通常基于MCU采集系统的Nyquist采样定理。由此引起的问题是复杂的计算处理和数据存储。本文提出了一种基于压缩感知的嵌入式心电图采集系统。该系统使用32位嵌入式ARM处理器与压缩传感算法相结合,以在降噪和压缩处理之后将收集到的ECG信号传输到计算机。然后使用不同的重建算法重建心电图信号。实验证明,该系统具有精度高,功耗低,便于携带的特点。

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