DocumentCode :
3181733
Title :
An optimal adaptive filtering approach for stress-tests motion artifacts removal: application on an ECG for telediagnosis
Author :
Velázquez, Ramiro
Author_Institution :
Control Eng. & Electron. Lab., Univ. Bonaterra, Mexico
Volume :
2
fYear :
2002
fDate :
26-30 Aug. 2002
Firstpage :
1504
Abstract :
Over the last two decades, advances in computing technology along with improvements in signal processing techniques have enormously contributed to the development of medical instrumentation. This paper is devoted to the development of an intelligent electrocardiograph conceived to be used for rest and stress mode examinations diagnosis and telediagnosis. The research described here addresses the digital signal processing part. The problem of signal distortion in stress tests due to conventional adaptive filters that use complexes detector is discussed. We propose a simplified and optimized adaptive system that offers high rate of convergence and robustness with lower signal distortion. General hardware and signal processing design aspects are described. In conclusion, the system´s performance and the results obtained are presented and discussed.
Keywords :
adaptive signal processing; electrocardiography; medical signal processing; telemedicine; ECG telediagnosis; digital signal processing; electrodiagnostics; intelligent electrocardiograph; lower signal distortion; medical instrumentation; optimal adaptive filtering approach; signal processing techniques improvements; stress-tests motion artifacts removal; system performance; Adaptive filters; Adaptive signal processing; Computers; Digital signal processing; Distortion; Electrocardiography; Instruments; Medical diagnostic imaging; Stress; Testing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing, 2002 6th International Conference on
Print_ISBN :
0-7803-7488-6
Type :
conf
DOI :
10.1109/ICOSP.2002.1180080
Filename :
1180080
Link To Document :
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