Hardware implementation of a modified delay-coordinate mapping-based QRS complex detection algorithm

被引:14
作者
Cvikl, Matej
Jager, Franc
Zemva, Andrej
机构
[1] Iskra Sistemi DD, Ljubljana 1000, Slovenia
[2] Univ Ljubljana, Fac Comp & Informat Sci, Lab Biomed Comp Syst & Imaging, Ljubljana 1000, Slovenia
[3] Univ Ljubljana, Fac Elect Engn, Lab Integrated Circuit Design, Ljubljana 1000, Slovenia
基金
英国科研创新办公室;
关键词
WAVELET TRANSFORM; SIGNALS; DESIGN; DSP;
D O I
10.1155/2007/57286
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present a modified delay-coordinate mapping-based QRS complex detection algorithm, suitable for hardware implementation. In the original algorithm, the phase-space portrait of an electrocardiogram signal is reconstructed in a two-dimensional plane using the method of delays. Geometrical properties of the obtained phase-space portrait are exploited for QRS complex detection. In our solution, a bandpass filter is used for ECG signal prefiltering and an improved method for detection threshold- level calculation is utilized. We developed the algorithm on the MIT- BIH Arrhythmia Database (sensitivity of 99.82% and positive predictivity of 99.82%) and tested it on the long- term ST database (sensitivity of 99.72% and positive predictivity of 99.37%). Our algorithm outperforms several well- known QRS complex detection algorithms, including the original algorithm.
引用
收藏
页数:13
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