DocumentCode :
71961
Title :
Design of Wavelet-Based ECG Detector for Implantable Cardiac Pacemakers
Author :
Young-Jae Min ; Hoon-Ki Kim ; Yu-Ri Kang ; Gil-Su Kim ; Jongsun Park ; Soo-won Kim
Author_Institution :
Sch. of Electr. Eng., Korea Univ., Seoul, South Korea
Volume :
7
Issue :
4
fYear :
2013
fDate :
Aug. 2013
Firstpage :
426
Lastpage :
436
Abstract :
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.
Keywords :
CMOS integrated circuits; analogue-digital conversion; biomedical electronics; channel bank filters; electrocardiography; medical signal detection; medical signal processing; pacemakers; ADC; CMOS technology; ECG detector implementation; QRS complex detector; architectural level approach; high detection accuracy; hypothesis testing; low detection error-rate; low power consumption; low power implantable cardiac pacemaker; low-power analog-to-digital converter; multiscaled product algorithm; noise detector; power 19.02 muW; size 0.35 mum; soft-threshold algorithm; testchip; voltage 3 V; wavelet Electrocardiogram detector; wavelet decomposer; wavelet filter bank; wavelet-based ECG detector design; wavelet-demodulated ECG signal; zero-crossing point; Detectors; Electrocardiography; Hardware; Noise; Pacemakers; Power demand; Wavelet transforms; Implantable cardiac pacemaker; multi-scaled product; soft-threshold algorithm; wavelet ECG detector; Algorithms; Analog-Digital Conversion; Electrocardiography; Electrodes, Implanted; Equipment Design; Humans; Pacemaker, Artificial; Signal Processing, Computer-Assisted; Wavelet Analysis;
fLanguage :
English
Journal_Title :
Biomedical Circuits and Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1932-4545
Type :
jour
DOI :
10.1109/TBCAS.2012.2229463
Filename :
6471259
Link To Document :
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