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Passive stochastic matched filter for Antarctic blue whale call detection ArchiMer
Bouffaut, Lea; Dreo, Richard; Labat, Valerie; Boudraa, Abdel-o.; Barruol, Guilhem.
As a first step to Antarctic blue whale (ABW) monitoring using passive acoustics, a method based on the stochastic matched filter (SMF) is proposed. Derived from the matched filter (MF), this filter-based denoising method enhances stochastic signals embedded in an additive colored noise by maximizing its output signal to noise ratio (SNR). These assumptions are well adapted to the passive detection of ABW calls where emitted signals are modified by the unknown impulse response of the propagation channel. A filter bank is computed and stored offline based on a priori knowledge of the signal second order statistics and simulated colored sea-noise. Then, the detection relies on online background noise and SNR estimation, realized using time-frequency...
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Ano: 2018 URL: https://archimer.ifremer.fr/doc/00600/71179/69530.pdf
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