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An analysis of beamforming algorithms for passive bottom reflection-loss estimation.
Lanfranco Muzi1, Martin Siderius1, John Gebbie2
1Department of Electrical and Computer Engineering, Portland State University, 1900 Southwest 4th Avenue, Portland, Oregon 97201, USA.
Adaptive-beamforming (ABF) may not accurately estimate seafloor reflection loss from ambient noise. This study shows ABF does not reliably approximate the necessary Fourier transform, challenging its use for reflection loss calculations.
Area of Science:
- Ocean acoustics
- Signal processing
- Geophysics
Background:
- Estimating seafloor reflection loss is crucial for underwater acoustics.
- Previous attempts using adaptive beamforming (ABF) yielded inconsistent results.
- A formal proof for ABF's efficacy in reflection loss estimation is lacking.
Purpose of the Study:
- To analyze the suitability of adaptive beamforming (ABF) for estimating bottom reflection loss.
- To investigate the relationship between ABF, spatial coherence, and bottom reflection coefficients.
- To provide a theoretical and practical assessment of ABF's application in marine acoustics.
Main Methods:
- Derivation of the relationship between bottom reflection coefficient and the Fourier transform of marine-noise spatial coherence.
- Analysis of conditions under which beamforming approximates a discrete Fourier transform (DFT).
- Comparison of conventional beamforming with ABF using simulated and measured acoustic data.
Main Results:
- Conventional beamforming can approximate a DFT of the spatial coherence function under specific conditions.
- Adaptive beamforming (ABF) is not generally guaranteed to perform this DFT approximation.
- ABF's inability to consistently approximate the DFT challenges its use for reflection loss estimation.
Conclusions:
- The direct application of adaptive beamforming (ABF) for estimating seafloor reflection loss from ambient noise is cautioned against.
- Theoretical analysis and data demonstrate ABF's limitations in approximating the required Fourier transform.
- Alternative or refined methods may be necessary for reliable seafloor acoustic property estimation.
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