Low-frequency broadband sound source localization using an adaptive normal mode back-propagation approach in a shallow-water ocean.

A variety of localization methods with normal mode theory have been established for localizing low frequency (below a few hundred Hz), broadband signals in a shallow water environment. Gauss-Markov inverse theory is employed in this paper to derive an adaptive normal mode back-propagation approach. Joining with the maximum a posteriori mode filter, this approach is capable of separating signals from noisy data so that the back-propagation will not have significant influence from the noise. Numerical simulations are presented to demonstrate the robustness and accuracy of the approach, along with comparisons to other methods. Applications to real data collected at the edge of the continental shelf off New Jersey, USA are presented, and the effects of water column fluctuations caused by nonlinear internal waves and shelfbreak front variability are discussed.

[1]  Xu Peiliang,et al.  Overview of Total Least Squares Methods , 2013 .

[2]  B. Cornuelle,et al.  Observations of sound-speed fluctuations on the New Jersey continental shelf in the summer of 2006. , 2012, The Journal of the Acoustical Society of America.

[3]  Ying-Tsong Lin,et al.  Long distance passive localization of vocalizing sei whales using an acoustic normal mode approach. , 2012, The Journal of the Acoustical Society of America.

[4]  Ying-Tsong Lin,et al.  Merging Multiple-Partial-Depth Data Time Series Using Objective Empirical Orthogonal Function Fitting , 2010, IEEE Journal of Oceanic Engineering.

[5]  Christopher W. Clark,et al.  Visual and acoustic surveys for North Atlantic right whales, Eubalaena glacialis, in Cape Cod Bay, Massachusetts, 2001–2005: Management implications , 2010 .

[6]  Peter Gerstoft,et al.  Geoacoustic Inversion Using Backpropagation , 2010, IEEE Journal of Oceanic Engineering.

[7]  J. Goff,et al.  Geoacoustic Inversion for the New Jersey Shelf: 3-D Sediment Model , 2010, IEEE Journal of Oceanic Engineering.

[8]  S. Rajan,et al.  Inversion for Range-Dependent Sediment Compressional-Wave-Speed Profiles From Modal Dispersion Data , 2010, IEEE Journal of Oceanic Engineering.

[9]  Ying-Tsong Lin,et al.  Acoustic Ducting, Reflection, Refraction, and Dispersion by Curved Nonlinear Internal Waves in Shallow Water , 2010, IEEE Journal of Oceanic Engineering.

[10]  L. Freitag,et al.  Tracking Large Marine Predators in Three Dimensions: The Real-Time Acoustic Tracking System , 2008, IEEE Journal of Oceanic Engineering.

[11]  S. Glenn,et al.  Shallow Water '06: A Joint Acoustic Propagation/Nonlinear Internal Wave Physics Experiment , 2007 .

[12]  James D. Irish,et al.  Acoustic and oceanographic observations and configuration information for the WHOI moorings from the SW06 experiment , 2007 .

[13]  Jean-Pierre Hermand,et al.  Backpropagation techniques in ocean acoustic inversion: Time reversal, retrogation and adjoint model-A review , 2006 .

[14]  Peter Gerstoft,et al.  Null broadening with snapshot-deficient covariance matrices in passive sonar , 2003 .

[15]  N Ross Chapman,et al.  A phase regulated back wave propagation technique for geoacoustic inversion. , 2002, The Journal of the Acoustical Society of America.

[16]  W A Kuperman,et al.  Matched-field processing, geoacoustic inversion, and source signature recovery of blue whale vocalizations. , 2000, The Journal of the Acoustical Society of America.

[17]  Lynch,et al.  Modeling mode arrivals in the 1995 SWARM experiment acoustic transmissions , 2000, The Journal of the Acoustical Society of America.

[18]  Acoustic normal mode fluctuation statistics in the 1995 SWARM internal wave scattering experiment , 2000, The Journal of the Acoustical Society of America.

[19]  J. Preisig,et al.  A modeling study of acoustic propagation through moving shallow-water solitary wave packets , 1999 .

[20]  John R. Buck,et al.  A unified framework for mode filtering and the maximum a posteriori mode filter , 1998 .

[21]  Ching-Sang Chiu,et al.  Optimal modal beamforming of bandpass signals using an undersized sparse vertical hydrophone array: theory and a shallow-water experiment , 1997 .

[22]  I-Tai Lu,et al.  A time‐domain backpropagating ray technique for source localization , 1994 .

[23]  Arthur B. Baggeroer,et al.  An overview of matched field methods in ocean acoustics , 1993 .

[24]  T. C. Yang Effectiveness of mode filtering: A comparison of matched‐field and matched‐mode processing , 1990 .

[25]  E. C. Shang,et al.  An efficient high‐resolution method of source localization processing in mode space , 1989 .

[26]  A. Tolstoy,et al.  Experimental confirmation of horizontal refraction of cw acoustic radiation from a point source in a wedge‐shaped ocean environment , 1988 .

[27]  T. C. Yang A method of range and depth estimation by modal decomposition , 1987 .

[28]  Scott C. Daubin,et al.  Source localization using the PE method , 1985 .

[29]  E. C. Shang,et al.  Passive harmonic source ranging in waveguides by using mode filter , 1985 .

[30]  E. Shang Source depth estimation in waveguides , 1984 .

[31]  T. Birdsall,et al.  Measurements of the frequency dependence of normal modes , 1978 .

[32]  H. Bucker Use of calculated sound fields and matched‐field detection to locate sound sources in shallow water , 1976 .

[33]  R. H. Ferris Comparison of Measured and Calculated Normal‐Mode Amplitude Functions for Acoustic Waves in Shallow Water , 1972 .