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Updated: May 20, 2026

A Stable Phantom Material for Optical and Acoustic Imaging
Published on: June 16, 2023
Acoustic field and array response uncertainties in stratified ocean media
Thomas J Hayward1, Sagar Dhakal
1Naval Research Laboratory, Washington, DC 20375, USA. hayward@wave.nrl.navy.mil
This study uses probability theory to calculate acoustic field and array beam power probability density functions in uncertain ocean environments. Results show complex behavior and singularities in these functions due to sound speed and attenuation variations.
Area of Science:
- Ocean acoustics
- Probability theory
- Waveguide modeling
Background:
- Ocean environments present complex acoustic propagation challenges due to uncertainties in parameters like sound speed and attenuation.
- Accurate computation of acoustic field and array beam power probability density functions (pdfs) is crucial for underwater acoustic system performance assessment.
- Stratified, attenuating ocean waveguide models are commonly used to represent these environments.
Purpose of the Study:
- To apply the change-of-variables theorem to compute acoustic field and array beam power pdfs in uncertain ocean waveguides.
- To investigate the functional properties of these pdfs in one and two-layer waveguide models.
- To analyze the impact of acoustic parameter uncertainties on the computed pdfs.
Main Methods:
- Utilized the change-of-variables theorem from probability theory.
- Employed the normal-mode representation for acoustic propagation.
- Computed acoustic field and array beam power pdfs directly from parametric probability density functions (pdfs).
- Investigated one and two-layer stratified, attenuating ocean waveguide models.
Main Results:
- Computed acoustic field and array beam power pdfs using parametric pdfs and the change-of-variables theorem.
- Observed irregular functional behavior and singularities in the field and beam power pdfs for two-dimensional uncertainties (sound speed and attenuation).
- These irregularities are linked to stationary points in the acoustic propagation mapping from parameter to field/beam power space.
Conclusions:
- The change-of-variables theorem provides a direct method for computing acoustic pdfs in uncertain ocean environments.
- Acoustic parameter uncertainties can lead to complex and singular behavior in acoustic field and beam power distributions.
- Findings have implications for evaluating methods like orthogonal polynomial expansion for acoustic pdf computation.
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