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Design of Wavelet-Based ECG Detector for Implantable Cardiac Pacemakers

机译:基于小波的植入式心脏起搏器心电检测器的设计

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A wavelet Electrocardiogram (ECG) detector for low-power implantable cardiac pacemakers is presented in this paper. The proposed wavelet-based ECG detector consists of a wavelet decomposer with wavelet filter banks, a QRS complex detector of hypothesis testing with wavelet-demodulated ECG signals, and a noise detector with zero-crossing points. In order to achieve high detection accuracy with low power consumption, a multi-scaled product algorithm and soft-threshold algorithm are efficiently exploited in our ECG detector implementation. Our algorithmic and architectural level approaches have been implemented and fabricated in a standard 0.35 $mu{rm m}$ CMOS technology. The testchip including a low-power analog-to-digital converter (ADC) shows a low detection error-rate of 0.196% and low power consumption of 19.02 $mu{rm W}$ with a 3 V supply voltage.
机译:本文介绍了一种用于低功率植入式心脏起搏器的小波心电图(ECG)检测器。所提出的基于小波的ECG检测器包括具有小波滤波器组的小波分解器,具有小波解调ECG信号的假设检验的QRS复数检测器和具有零交叉点的噪声检测器。为了以低功耗实现高检测精度,在我们的ECG检测器实现中有效利用了多尺度乘积算法和软阈值算法。我们的算法和体系结构级别的方法已通过标准的0.35 CMOS技术 $ mu {rm m} $ 来实现和制造。包含低功耗模数转换器(ADC)的测试芯片显示出0.196%的低检测错误率,以及19.02的低功耗。 $ mu {rm W} $ ,电源电压为3V。

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