Title :
Analysis of Ambulatory ECG Signal
Author :
Pawar, Tanmay ; Chaudhuri, Subhasis ; Duttagupta, Siddhartha P.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol., Mumbai
Abstract :
Ambulatory electrocardiogram (ECG) recorders are increasingly in use by people suffering from cardiac abnormalities. However, the ECG signal acquired by the ambulatory recorder is influenced by motion artifacts induced by any body movement activity (BMA). The goal of the paper is to demonstrate that it is possible to determine the BMA from the motion artifacts in the ECG signal itself. The ECG signal during a specific BMA is presumed to be an additive mix of signals due to cardiac activities, motion artifacts induced due to the BMA and sensor noise. We propose to characterize and determine the BMA from the corresponding motion artifact data in the ECG signal itself. The proposed technique is useful for removal of motion artifacts from the ECG signals for ambulatory cardiac monitoring
Keywords :
biomechanics; biomedical measurement; electrocardiography; patient monitoring; ambulatory ECG signal analysis; ambulatory cardiac monitoring; ambulatory electrocardiogram recorder; body movement activity; cardiac abnormalities; motion artifact data; motion artifact removal; sensor noise; Additive noise; Data acquisition; Electrocardiography; Electrodes; Frequency; Heart; Legged locomotion; Monitoring; Sampling methods; Signal analysis;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.259315