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Published on: May 1, 2018
Source depth discrimination with a vertical line array
Ewen Conan1, Julien Bonnel1, Thierry Chonavel2
1Laboratoire des Sciences et Techniques de l'Information, de la Communication et de la Connaissance, Unité Mixte de Recherche, Centre National de la Recherche Scientifique 6285, École Nationale Supérieure de Techniques Avancées, Bretagne, 2 rue François Verny, 29806 Brest Cedex 9, France ewen.conan@ensta-bretagne.org, julien.bonnel@ensta-bretagne.fr.
Abstract:
Source depth estimation with a vertical line array generally involves mode filtering, then matched-mode processing. Because mode filtering is an ill-posed problem if the water column is not well-sampled, concerns for robustness motivate a simpler approach: source depth discrimination considered as a binary classification problem. It aims to evaluate whether the source is near the surface or submerged. These two hypotheses are formulated in terms of normal modes, using the concept of trapped and free modes. Decision metrics based on classic mode filters are proposed. Monte Carlo methods are used to predict performance and set the parameters of a classifier accordingly.
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