Underwater Ambiguity Elimination Method Based on Co-Prime Sensor Array.
Tian Lan1,2,3,4, Yilin Wang1,2,3,4, Longhao Qiu1,2,3,4
1Acoustic Science and Technology Laboratory, Harbin Engineering University, Harbin 150001, China.
Sensors (Basel, Switzerland)
|October 29, 2020
Summary
This study enhances underwater direction of arrival (DOA) estimation using co-prime arrays by applying Capon beamforming. The method suppresses grating lobes and interference, improving DOA accuracy and reliability.
Area of Science:
- Acoustics and Signal Processing
- Array Signal Processing
- Underwater Sensing
Background:
- Co-prime arrays offer advantages over traditional uniform linear arrays for underwater direction of arrival (DOA) estimation.
- Conventional beamforming with co-prime arrays suffers from grating lobes due to sparse sampling, degrading spatial spectra and estimation performance.
Purpose of the Study:
- To improve the reliability and accuracy of DOA estimation in underwater scenarios using co-prime arrays.
- To address the performance degradation caused by grating lobes in sparse co-prime arrays.
Main Methods:
- Capon beamforming is utilized as a preprocessing step for high-resolution DOA estimation methods.
- Amplitudes from subarray beam-domain outputs and phases from spatial spectrum cross-spectra are extracted.
- These extracted features are used to suppress spurious peaks and eliminate ambiguities in the beam pattern.
Main Results:
- The proposed method effectively suppresses spurious peaks in beam patterns, mitigating interference.
- Ambiguities in DOA estimation are eliminated, leading to improved performance.
- Simulations demonstrate enhanced reliability and accuracy in DOA estimation.
Conclusions:
- The integration of Capon beamforming with co-prime arrays significantly enhances underwater DOA estimation.
- The technique offers practical value by improving the accuracy and robustness of direction finding systems.
- This approach guarantees the performance of high-resolution DOA estimation methods in challenging underwater environments.
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