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 \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.
Original language | English |
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Article number | 2229463 |
Pages (from-to) | 426-436 |
Number of pages | 11 |
Journal | IEEE Transactions on Biomedical Circuits and Systems |
Volume | 7 |
Issue number | 4 |
DOIs | |
Publication status | Published - 2013 |
Keywords
- Implantable cardiac pacemaker
- multi-scaled product
- soft-threshold algorithm
- wavelet ECG detector
ASJC Scopus subject areas
- Biomedical Engineering
- Electrical and Electronic Engineering