School of Electrical Engineering, Korea University, Seoul 136-701, Korea.
IEEE Trans Biomed Circuits Syst. 2013 Aug;7(4):426-36. doi: 10.1109/TBCAS.2012.2229463.
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 μm 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 μW with a 3 V supply voltage.
本文提出了一种用于低功耗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 检测器由具有小波滤波器组的小波分解器、使用小波解调 ECG 信号的假设检验 QRS 复合检测器以及具有过零检测点的噪声检测器组成。为了实现低功耗下的高检测精度,我们的 ECG 检测器实现中高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方法已在标准的 0.35μmCMOS 技术中实现和制造。该测试芯片包括一个低功耗模数转换器(ADC),在 3V 电源电压下,检测错误率低至 0.196%,功耗低至 19.02μW。