Striation-based beamforming for a ship of opportunity in shallow water

Coherent multipath arrivals in oceanic waveguides generate complex interference patterns that degrade the performance of conventional beamforming (CBF) on horizontal arrays, often causing azimuthal bias and sidelobes-especially in the endfire direction. These limitations stem from grazing-angle multipath propagation in the vertical plane. As a physics-based alternative, this study proposes striation-based beamforming (SBF), which leverages the waveguide invariant. SBF consists of three steps: (1) estimating the time-domain Green's function of an unknown broadband source via ray-based blind deconvolution, (2) resampling this Green's function along striation slopes (relative frequency shifts) aligned to the first arrival, and (3) applying CBF to the resampled Green's function. Anchoring to the first arrival-corresponding to the minimum grazing angle-allows SBF to reduce azimuthal bias and sidelobes. This study also introduces a simplified variant, termed CB1, which applies CBF exclusively to the first arrival, bypassing the resampling step. CB1 offers substantial computational savings while achieving performance comparable to SBF. Experimental results using a bottom-mounted horizontal array confirm CB1's effectiveness in tracking the azimuth of a ship of opportunity in shallow water.

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Publication Details

Journal
The Journal of the Acoustical Society of America
Published
2025-10-01
DOI
https://doi.org/10.1121/10.0039521
Primary Topic
Underwater Acoustics Research
Type
article
Field-Weighted Citation Impact
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article

Striation-based beamforming for a ship of opportunity in shallow water

Gihoon Byun, H. C. Song, Donghyeon Kim, Sungho Cho
The Journal of the Acoustical Society of America
Underwater Acoustics Research
article

Striation-based beamforming for a ship of opportunity in shallow water

Gihoon Byun, H. C. Song, Donghyeon Kim, Sungho Cho
article en

Abstract

Coherent multipath arrivals in oceanic waveguides generate complex interference patterns that degrade the performance of conventional beamforming (CBF) on horizontal arrays, often causing azimuthal bias and sidelobes-especially in the endfire direction. These limitations stem from grazing-angle multipath propagation in the vertical plane. As a physics-based alternative, this study proposes striation-based beamforming (SBF), which leverages the waveguide invariant. SBF consists of three steps: (1) estimating the time-domain Green's function of an unknown broadband source via ray-based blind deconvolution, (2) resampling this Green's function along striation slopes (relative frequency shifts) aligned to the first arrival, and (3) applying CBF to the resampled Green's function. Anchoring to the first arrival-corresponding to the minimum grazing angle-allows SBF to reduce azimuthal bias and sidelobes. This study also introduces a simplified variant, termed CB1, which applies CBF exclusively to the first arrival, bypassing the resampling step. CB1 offers substantial computational savings while achieving performance comparable to SBF. Experimental results using a bottom-mounted horizontal array confirm CB1's effectiveness in tracking the azimuth of a ship of opportunity in shallow water.

The Journal of the Acoustical Society of AmericaVol. 158(4)
Korea Institute of Ocean Science and Technology (KR), Scripps Institution of Oceanography (US), Korea Maritime and Ocean University (KR)
Openalex Percentile: Top 72%
Underwater Acoustics Research
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