Title :
A Novel spectral Analysis Method of Atrial Fibrillation Signal Based on Hilbert-Huang Transform
Author :
Huang, Zhongchao ; Tong, Jijun ; Chen, Yuquan ; Pan, Ming
Author_Institution :
Coll. of Biomed. Eng. & Instrum. Sci., Zhejiang Univ., Hangzhou
Abstract :
Time/frequency analysis has been extensively used in biomedical signal processing. By extracting some essential features from the electro-physiological signals, these methods are able to determine the clinical pathology mechanisms of some diseases. Fourier spectrum analysis provides a common framework for examining the distribution of global energy in the frequency domain. However, this method assumes that the signal should be stationary, which limits its application in non-stationary system. Atrial fibrillation (AF) is a complex nonlinear pathological phenomena, and recently receives a significant amount of research effort. In this work we develop a new signal processing method using Hilbert-huang transform to perform spectral analysis of the atrial fibrillation signals (AFs). This method provides a new analysis tool for AFs. Our experimental results show that it improves the spectral resolution and enables us to understand the episode of AF more precisely
Keywords :
Hilbert transforms; bioelectric phenomena; diseases; electrocardiography; feature extraction; medical signal processing; spectral analysis; time-frequency analysis; Fourier spectrum analysis; Hilbert-huang transform; atrial fibrillation signal; biomedical signal processing; clinical pathology mechanisms; diseases; electrophysiological signals; feature extraction; global energy distribution; spectral analysis; spectral resolution; time-frequency analysis; Atrial fibrillation; Biomedical signal processing; Diseases; Feature extraction; Frequency domain analysis; Pathology; Signal analysis; Signal processing; Signal resolution; Spectral analysis; Atrial fibrillation; Hilbert-Huang transform; spectral analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 2005. IEEE-EMBS 2005. 27th Annual International Conference of the
Conference_Location :
Shanghai
Print_ISBN :
0-7803-8741-4
DOI :
10.1109/IEMBS.2005.1616542