Title :
T-Wave Alternans Analysis in Portable ECG Monitor
Author :
Haiping, Lin ; Kui, Xiang
Author_Institution :
Sch. of Autom., Wuhan Univ. of Technol., Wuhan
Abstract :
T-wave alternans (TWA) has been recognized as a key index being related to sudden cardiac death (SCD) closely. In the past research, spectral method (SM) and modified moving average (MMA) are the main detection algorithms. TWA is a very weak signal and its detection is very difficult, especially in ambulatory electrocardiogram (AECG). In this paper, the strength and weakness are discussed firstly. Then based on MMA, a new detection algorithm is proposed. Only S-T-P sections are clustered to create odd and even complexes. The Euclidean distance between two complexes is considered as the matric of TWA level. The computation results illustrate the effect of our algorithm, and more improvement will remain in the future.
Keywords :
electrocardiography; medical signal detection; Euclidean distance; T-wave alternans analysis; ambulatory electrocardiogram; main detection algorithms; modified moving average; portable ECG monitor; spectral method; sudden cardiac death; weak signal; Cardiac disease; Computational intelligence; Conferences; Detection algorithms; Electrocardiography; Heart; Monitoring; Myocardium; Samarium; Testing; ECG; Portable Monitor; Spectrum Analysis Method; T-Wave Alternans;
Conference_Titel :
Computational Intelligence and Industrial Application, 2008. PACIIA '08. Pacific-Asia Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3490-9
DOI :
10.1109/PACIIA.2008.174