DocumentCode :
1920402
Title :
The shortage of WVD in analyzing abnormal ECG signal
Author :
Mousa, Allam ; Saleem, Rashid
Author_Institution :
Electr. Eng. Dept., An Najah Univ., Nablus, Palestinian Authority
fYear :
2010
fDate :
3-5 Oct. 2010
Firstpage :
651
Lastpage :
654
Abstract :
Biomedical signals are usually non-stationary, multi component ones. The use of time-frequency analysis can be inevitable for these signals. The choice and selection of the proper Time-Frequency Distribution that can reveal the exact multi component structure of biological signals is vital in many applications, including the diagnosis of medical abnormalities. In this paper, the instantaneous frequency techniques, using Wigner-Ville Distribution, is applied for analysis of biological signals. The simulation performed on normal and abnormal cardiac signals shows that the Wigner-Ville Distribution is able to detect the QRS complexes in the normal signal but fails to detect these complexes in the abnormal cardiac signal.
Keywords :
Wigner distribution; electrocardiography; medical signal detection; patient diagnosis; time-frequency analysis; QRS complexes; WVD; Wigner-Ville distribution; abnormal ECG signal; abnormal cardiac signals; biological signals; biomedical signals; instantaneous frequency techniques; medical abnormality diagnosis; multi component signals; multi component structure; non-stationary signals; signal detection; time-frequency analysis; time-frequency distribution; Electrocardiography; Heart; Signal resolution; Three dimensional displays; Time domain analysis; Time frequency analysis; Cardiac signal; ECG; TFD; Wigner-Ville Distribution;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics & Applications (ISIEA), 2010 IEEE Symposium on
Conference_Location :
Penang
Print_ISBN :
978-1-4244-7645-9
Type :
conf
DOI :
10.1109/ISIEA.2010.5679386
Filename :
5679386
Link To Document :
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