A linear Kalman Notch Filter for Power-Line Interference Cancellation

A discrete-time linear Kalman filter is presented for removing power-line interference from biomedical recordings. The theoretical aspects of this filter, the relationship with conventional digital IIR and adaptive IIR notch filters, and its steady state behavior are studied in detail. As compared t...

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Bibliographic Details
Published in2012 16th CSI International Symposium on Artificial Intelligence and Signal Processing pp. 604 - 610
Main Author Sameni, R.
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.05.2012
Subjects
Brain modeling
Harmonic analysis
Kalman Filter
Kalman filters
Mathematical model
Noise
Notch Filter
Power-line Interference Cancellation
Q factor
Steady-state
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ISBN9781467314787
1467314781
DOI10.1109/AISP.2012.6313817

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Summary:A discrete-time linear Kalman filter is presented for removing power-line interference from biomedical recordings. The theoretical aspects of this filter, the relationship with conventional digital IIR and adaptive IIR notch filters, and its steady state behavior are studied in detail. As compared to previous studies, the filter is linear and does not require any information about the amplitude nor the phase of the power-line interference. The proposed method is fairly general and is applicable to broad classes of signals contaminated by periodic noise. The proposed model also accounts for multiple harmonics. Two examples of its applications for electrocardiogram and electroencephalogram denoising are presented.
ISBN:9781467314787
1467314781
DOI:10.1109/AISP.2012.6313817