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A wavefront adaptive sensing beamformer for ocean acoustic waveguides.
Anil Ganti1, Michael Martinez1, Granger Hickman1
1Electrical and Computer Engineering, Duke University, Durham, North Carolina 27704, USA.
The Journal of the Acoustical Society of America
|October 18, 2023
Summary
This study introduces a novel wavefront adaptive sensing (WAS) beamformer for passive sonar. The WAS beamformer effectively separates targets from interference in shallow waters, outperforming traditional methods.
Area of Science:
- Acoustics
- Signal Processing
- Ocean Engineering
Background:
- Conventional beamforming is prevalent in passive sonar but struggles with signal mismatch in complex, multipath environments.
- Existing robust adaptive beamforming methods often reduce adaptivity and fail to suppress interference adequately due to added constraints.
- Uncertainty in signal subspace modeling limits the effectiveness of traditional adaptive beamformers in dynamic underwater settings.
Purpose of the Study:
- To develop a robust adaptive beamformer for passive sonar systems operating in uncertain shallow-water environments.
- To enhance target separation from strong interference by avoiding traditional modeling constraints.
- To improve the performance of passive sonar in complex acoustic conditions.
Main Methods:
- Utilizes blind source separation techniques to adaptively estimate spatial wavefronts of targets and interference.
- Exploits differences in temporal spectra and frequency-selective multipath fading between targets and interference.
- Constructs a signal-free covariance matrix without imposing directional gain constraints, leading to the wavefront adaptive sensing (WAS) beamformer.
Main Results:
- The wavefront adaptive sensing (WAS) beamformer successfully separates targets from strong interference, even when the interference is within the target's conventional beam width.
- Simulation results in realistic shallow-water channels demonstrate superior performance.
- Validation using SWellEx96 S59 data with an injected target confirms the WAS beamformer's effectiveness.
Conclusions:
- The proposed wavefront adaptive sensing (WAS) beamformer offers a significant advancement for passive sonar in challenging shallow-water environments.
- By leveraging blind source separation, WAS overcomes limitations of conventional and existing robust adaptive beamformers.
- This approach provides enhanced target detection and interference suppression capabilities crucial for underwater acoustic applications.
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