Title :
A new LMS based adaptive interference canceller for ECG power line removal
Author :
Bharath, H.N. ; Prabhu, K.M.M.
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Madras, Chennai, India
Abstract :
Most of the ECG signals recorded suffer from the presence of power line interference. Removal of power line interference is important for analysing ECG. Notch filters can be used to remove the stationary power line interference. However, adaptive cancellers are used to handle non-stationary power line interference. In this paper, an existing adaptive interference canceller is modified by considering the error at the neighbouring samples in estimating the power line interference parameters. The performance of the modified adaptive canceller is further improved by using error filtering and adaptation blocking.
Keywords :
adaptive filters; electrocardiography; interference (signal); medical signal processing; notch filters; signal denoising; ECG power line removal; LMS based adaptive interference canceller; adaptation blocking; error filtering; notch filters; power line interference; Boolean functions; Data structures; Electrocardiography; Estimation; Interference; Least squares approximation; Vectors;
Conference_Titel :
Biomedical Engineering (ICoBE), 2012 International Conference on
Conference_Location :
Penang
Print_ISBN :
978-1-4577-1990-5
DOI :
10.1109/ICoBE.2012.6178957
