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