Reduced rank models for travel time estimation of low order mode pulses

TitleReduced rank models for travel time estimation of low order mode pulses
Publication TypeJournal Article
Year of Publication2013
AuthorsChandrayadula T.K, Wage K.E, Worcester P.F, Dzieciuch M.A, Mercer J.A, Andrew R.K, Howe B.M
JournalJournal of the Acoustical Society of America
Volume134
Pagination3332-3346
Date Published2013/10
Type of ArticleArticle
ISBN Number0001-4966
Accession NumberWOS:000330119700081
Keywordsacoustic propagation; amplitudes; Coherence; fields; internal waves; long-range; north pacific-ocean; shadow-zone arrivals; statistics
Abstract

Mode travel time estimation in the presence of internal waves (IWs) is a challenging problem. IWs perturb the sound speed, which results in travel time wander and mode scattering. A standard approach to travel time estimation is to pulse compress the broadband signal, pick the peak of the compressed time series, and average the peak time over multiple receptions to reduce variance. The peak-picking approach implicitly assumes there is a single strong arrival and does not perform well when there are multiple arrivals due to scattering. This article presents a statistical model for the scattered mode arrivals and uses the model to design improved travel time estimators. The model is based on an Empirical Orthogonal Function (EOF) analysis of the mode time series. Range-dependent simulations and data from the Long-range Ocean Acoustic Propagation Experiment (LOAPEX) indicate that the modes are represented by a small number of EOFs. The reduced-rank EOF model is used to construct a travel time estimator based on the Matched Subspace Detector (MSD). Analysis of simulation and experimental data show that the MSDs are more robust to IW scattering than peak picking. The simulation analysis also highlights how IWs affect the mode excitation by the source. (C) 2013 Acoustical Society of America.

DOI10.1121/1.4818847
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