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Updated: Aug 6, 2026

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A Stable Phantom Material for Optical and Acoustic Imaging
Published on: June 16, 2023
Passive source depth estimation without prior sound speed profile in reliable acoustic path environments
Chengwu Gao1,2, Mingyang Li1,2, Chao Sun1,2
1School of Marine Science and Technology, Northwestern Polytechnical University, Xi'an 710072, China.
The Journal of the Acoustical Society of America
|July 16, 2026
Summary
Accurate underwater source depth estimation is achieved by analyzing direct and surface-reflected acoustic paths. This novel method overcomes sound speed profile mismatches for reliable underwater acoustic localization.
Area of Science:
- Oceanography
- Acoustics
- Signal Processing
Background:
- Underwater acoustic environments are often dominated by direct (D) and surface-reflected (SR) paths.
- Estimating source depth relies on the time delay between D and SR paths, but is sensitive to sound speed profile (SSP) variations.
Purpose of the Study:
- To develop a robust method for underwater source depth estimation.
- To address and mitigate the performance degradation caused by SSP mismatches.
Main Methods:
- Theoretically demonstrated a linear relationship between D-SR time delay, source depth, and an SSP nuisance term.
- Reformulated source depth estimation as a linear model coefficient estimation problem.
- Applied least squares methods for a closed-form solution, termed the joint sound-speed and source depth estimator.
Main Results:
- The proposed method accurately estimates source depth without requiring prior SSP knowledge.
- Demonstrated robustness against SSP mismatches through simulations.
- Validated effectiveness using real experimental data from the Western Pacific.
Conclusions:
- The joint sound-speed and source depth estimator provides accurate and rapid underwater source depth estimation.
- The method offers improved robustness compared to existing techniques, especially under SSP variations.
- Successful real-world application confirms its practical utility in underwater acoustics.
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