DocumentCode :
2256164
Title :
Robust heart rhythm calculation and respiration rate estimation in ambulatory ECG monitoring
Author :
Berset, Tortinn ; Romero, Iñaki ; Young, Alex ; Penders, Julien
Author_Institution :
Holst Centre, Imec, Gestel, Netherlands
fYear :
2012
fDate :
5-7 Jan. 2012
Firstpage :
400
Lastpage :
403
Abstract :
Heart rhythm and respiration rate are two vital signs that are of interest for ambulatory monitoring. However, noise due to activity in ambulatory monitoring complicates the ECG interpretation. This paper describes a set of algorithms to robustly monitor a subject´s heart rhythm and respiration rate in an ambulatory environment. To ensure robustness against motion artifacts, we have developed an algorithm for motion artifact reduction based on independent component analysis with a multi-lead ECG system. From the robust heart-rate calculations, we use an ECG derived respiration (EDR) algorithm based on heart-rate variability (HRV) to estimate the respiration rate.
Keywords :
cardiology; electrocardiography; estimation theory; independent component analysis; medical signal processing; ECG derived respiration algorithm; ECG interpretation; EDR; HRV; ambulatory ECG monitoring; ambulatory environment; heart rate variability; independent component analysis; motion artifacts; robust heart rhythm calculation rate estimation; robust heart rhythm respiration rate estimation; Electrocardiography; Filtering; Lead; Monitoring; Robustness; Software;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4577-2176-2
Electronic_ISBN :
978-1-4577-2175-5
Type :
conf
DOI :
10.1109/BHI.2012.6211599
Filename :
6211599
Link To Document :
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