Signal-to-noise ratio enhancement for the detection of late potentials
R. Atarius, Leif Sörnmo · 2002
An optimal one-weight filter is presented for the purpose of improving the signal-to-noise ratio of averaged ECG recordings in the analysis of late potentials. Based on a simple statistical model, the filter is estimated from the ensemble correlation of available number of beats. The correlation estimator is found by a maximum likelihood procedure in which the observed signal is assumed to have a Gaussian distribution. The performance of the optimal filter is studied in relation to an ensemble consisting either of individual or subaveraged beats. A number of cases with low-amplitude late potentials are also presented.>