Title :
Diagnostic application of a universal kernel to time-frequency energy distribution of ECG signals
Author :
Tagluk, M.E. ; English, M.J. ; Vincent, R.
Author_Institution :
Sch. of Eng., Sussex Univ., Brighton, UK
Abstract :
Time-frequency representation (TFR) is a way of describing the time-variant energy of a signal. Cohen´s class of distributions is one of the most commonly used methods for generating TFRs. A universal kernel (UK) function that is capable of filtering out any cross terms occurring in the Wigner-Ville distribution (WVD) is proposed for time-variant energy distribution of ECG signals. The proposed technique promises detection of low level potentials occurring in an abnormal ECG pattern. Also, TFR images of filtered WVD of ECGs show potential in diagnostic applications
Keywords :
electrocardiography; medical signal processing; time-frequency analysis; Cohen´s class; ECG signals time-frequency energy distribution; Wigner-Ville distribution; diagnostic applications; electrodiagnostics; low level potentials; universal kernel function; Biomedical engineering; Biomedical imaging; Electrocardiography; Filtering; Kernel; Medical diagnostic imaging; Power engineering and energy; Signal analysis; Time domain analysis; Time frequency analysis;
Conference_Titel :
Computers in Cardiology 1997
Conference_Location :
Lund
Print_ISBN :
0-7803-4445-6
DOI :
10.1109/CIC.1997.647916