Title :
Pitch synchronous wavelet based fetal ECG extraction
Author :
Elloumi, Afef ; Lachiri, Zied ; Ellouze, Noureddine
Author_Institution :
Dept. de Genie Electrique, ENIT, Le Belvedere, Tunisia
Abstract :
This paper proposes a new fetal electrocardiogram (FECG) extraction method using two pass pitch synchronous wavelet transform (PSWT). This representation is based on a modelling concept which is able to capture period to period fluctuations of the signal by means of basis elements that are comb-like in the frequency domain. The essence of the two pass approach involves first estimating the maternal ECG from a corrupted abdominal cutaneaous recording using a pitch synchronous decomposition. Based on this estimation, a second iteration is performed in order to recover the desired fetal ECG components. The performance of the proposed technique is evaluated on a variety of ECG signals. Experimental results show the accuracy of the proposed technique especially in low fetal ECG power circumstance.
Keywords :
electrocardiography; medical signal processing; obstetrics; patient diagnosis; signal representation; wavelet transforms; autocorrelation function; cutaneaous recording; fetal electrocardiogram extraction method; iteration methods; pitch synchronous decomposition; pitch synchronous wavelet transform; Abdomen; Cardiac disease; Data mining; Electrocardiography; Electrodes; Fluctuations; Frequency domain analysis; Instruments; Pregnancy; Wavelet transforms;
Conference_Titel :
Control, Communications and Signal Processing, 2004. First International Symposium on
Print_ISBN :
0-7803-8379-6
DOI :
10.1109/ISCCSP.2004.1296269