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Deconvolving oscillatory transients with a Kalman filter

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Preprint
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arXiv
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Abstract

This paper describes a method to filter oscillatory transients from measurements of a time series which were at least an order of magnitude larger than the signal to be measured. Based on a Kalman filter, it has an optimality property and a natural scaling parameter that allows to tune it to high resolution or low noise.

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