ECG Waveforms Reconstruction based on Equivalent Time Sampling

作者: Giorgia Fiori , Andrea Scorza , Silvia Conforto , Fabio Fuiano , Maurizio Schmid

DOI: 10.1109/MEMEA49120.2020.9137260

关键词:

摘要: In biomedical field, Equivalent Time sampling (ETS) techniques have never been applied to electrophysiological signal processing. ETS allow sample periodic and/or pseudo-periodic signals with a frequency much lower than the Nyquist limit and therefore it may be assess parameters of interest in clinical field. present work, algorithm has used post-processing phase firstly reconstruct different sine waveforms generated through an in-house mathematical software simulating physiological conditions secondly real ECG recording. The uncertainty method for all reconstructions carried on estimated by means Monte Carlo Simulation (MCS). results show that reconstruction implemented is robust enough despite influence heart rate amplitude variability.

参考文章(14)
A Scorza, S Conforto, C D'Anna, S.A Sciuto, A Comparative Study on the Influence of Probe Placement on Quality Assurance Measurements in B-mode Ultrasound by Means of Ultrasound Phantoms The Open Biomedical Engineering Journal. ,vol. 9, pp. 164- 178 ,(2015) , 10.2174/1874120701509010164
E. Moreno-García, R. Galicia-Mejía, D. Jiménez-Olarte, J. M. de la Rosa Vázquez, S. Stolik-Isakina, Development of a High-Speed Digitizer to Time Resolve Nanosecond Fluorescence Pulses Journal of Applied Research and Technology. ,vol. 10, pp. 215- 226 ,(2012) , 10.22201/ICAT.16656423.2012.10.2.413
Tarig Ballal, Tareq Y. Al-Naffouri, Low-Sampling-Rate Ultra-Wideband Channel Estimation Using Equivalent-Time Sampling IEEE Transactions on Signal Processing. ,vol. 62, pp. 4882- 4895 ,(2014) , 10.1109/TSP.2014.2340818
Silvia Conforto, Antonino Laudani, Fabio Oliva, Francesco Riganti Fulginei, Maurizio Schmid, Classification of ECG patterns for diagnostic purposes by means of Neural Networks and Support Vector Machines 2013 36th International Conference on Telecommunications and Signal Processing (TSP). pp. 591- 595 ,(2013) , 10.1109/TSP.2013.6614003
Shen Luo, Paul Johnston, A review of electrocardiogram filtering Journal of Electrocardiology. ,vol. 43, pp. 486- 496 ,(2010) , 10.1016/J.JELECTROCARD.2010.07.007
Manpreet Kaur, Birmohan Singh, Seema, None, Comparison of different approaches for removal of baseline wander from ECG signal international conference & workshop on emerging trends in technology. pp. 1290- 1294 ,(2011) , 10.1145/1980022.1980307
G.B. Moody, R.G. Mark, The impact of the MIT-BIH Arrhythmia Database IEEE Engineering in Medicine and Biology Magazine. ,vol. 20, pp. 45- 50 ,(2001) , 10.1109/51.932724
P. deChazal, M. O'Dwyer, R.B. Reilly, Automatic classification of heartbeats using ECG morphology and heartbeat interval features IEEE Transactions on Biomedical Engineering. ,vol. 51, pp. 1196- 1206 ,(2004) , 10.1109/TBME.2004.827359
P. Reynaert, E. D'Agostino, P. Leroux, M. Strackx, Analysis of a digital UWB receiver for biomedical applications using equivalent-time sampling european radar conference. pp. 206- 209 ,(2011)
Bob J.A. Schijvenaars, Gerard van Herpen, Jan A. Kors, Intraindividual variability in electrocardiograms Journal of Electrocardiology. ,vol. 41, pp. 190- 196 ,(2008) , 10.1016/J.JELECTROCARD.2008.01.012