Title :
Efficient QRS detection in wearable ECG devices for body sensor network
Author :
Zhang, Fei ; Wei, Ying ; Lian, Yong
Author_Institution :
Dept. of Electr. & Comput. Eng., Nat. Univ. of Singapore, Singapore
Abstract :
This paper presented an efficient QRS detection algorithm for wearable ECG devices used in body sensor network. The algorithm is based on interpolated finite impulse response filter and an approximated envelope to remove motion artifact in ECG signals captured from wearable devices. Evaluation of the performance was based on both MIT-BIH ECG database and ECG signals from wearable devices. It is shown that the proposed detector works well for both resting and exercise ECG signals.
Keywords :
FIR filters; biosensors; electrocardiography; wearable computers; QRS detection; body sensor network; interpolated finite impulse response filter; motion artifact removal; wearable ECG devices; Biomedical monitoring; Body sensor networks; Electrocardiography; Energy consumption; Finite impulse response filter; IIR filters; Interference; Medical services; Nonlinear filters; Signal analysis;
Conference_Titel :
Medical Devices and Biosensors, 2008. ISSS-MDBS 2008. 5th International Summer School and Symposium on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-2252-4
Electronic_ISBN :
978-1-4244-2253-1
DOI :
10.1109/ISSMDBS.2008.4575076