DocumentCode
3788045
Title
Effective simulation of signals for testing ECG analyzer
Author
A. Josko;R.J. Rak
Author_Institution
Warsaw Univ. of Technol., Poland
Volume
54
Issue
3
fYear
2005
Firstpage
1019
Lastpage
1024
Abstract
In this paper the solution of the specialized measuring system for electrocardiography (ECG) signal recording and introductory recognition is presented. The project aims at designing the complete PC-based Virtual Instrument as a "testing platform" for acquisition, processing, presenting, and distributing ECG data. A new design involving the latest technique in signal simulation was developed to create a controllable model of the electrocardiography signal. Then it was implemented for testing of the developed QRS detection algorithm, based on the time-frequency analysis method. The processing stage involving discrete wavelet transform was used to detect QRS complexes in the ECG signal. By using the controlled signal model and the real ones, the algorithm was shown to be advantageous in reducing ventilation artifacts and motion noise, resulting in good accuracy.
Keywords
"Analytical models","Testing","Electrocardiography","Signal analysis","Discrete wavelet transforms","Instruments","Signal design","Detection algorithms","Time frequency analysis","Signal processing"
Journal_Title
IEEE Transactions on Instrumentation and Measurement
Publisher
ieee
ISSN
0018-9456
Type
jour
DOI
10.1109/TIM.2005.847350
Filename
1433172
Link To Document