Title :
Representation of ECG signals based on the instantaneous frequency estimation
Author :
Qiu, Lunji ; Li, Gang
Author_Institution :
Corp. Res. & Technol. Center, Motorola Electron. Pte Ltd., Singapore
Abstract :
Electrocardiogram (ECG) signals are nonstationary processes in nature. To present the nonstationarity, time-frequency analysis techniques are suitable tools since they represent signals simultaneously in both time and frequency. In this paper, the instantaneous frequency (IF) estimation technique is applied for analyzing ECG signals. This paper presents a new approach to the representation and analysis of the typical ECG signals. Results demonstrate that the non-stationary characteristics of the ECG signals can be clearly presented
Keywords :
electrocardiography; frequency estimation; medical signal processing; signal representation; time-frequency analysis; ECG signals; analysis; electrocardiogram signals; instantaneous frequency estimation; nonstationary processes; representation; time-frequency analysis techniques; Electrocardiography; Frequency domain analysis; Frequency estimation; Heart; Radar detection; Signal analysis; Signal processing; Sonar detection; Time domain analysis; Time frequency analysis;
Conference_Titel :
Signal Processing, 1996., 3rd International Conference on
Conference_Location :
Beijing
Print_ISBN :
0-7803-2912-0
DOI :
10.1109/ICSIGP.1996.571272