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Passive acoustic source localization using sources of opportunity
Christopher M A Verlinden1, J Sarkar1, W S Hodgkiss1
1Scripps Institution of Oceanography, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093-0238, USA cmverlin@ucsd.edu, bsarkar@ucsd.edu, whodgkiss@ucsd.edu, wkuperman@ucsd.edu.
This study demonstrates using Automatic Identification System (AIS) data from ships to create replica libraries for matched field processing, enabling acoustic source localization even with differing spectral structures.
Area of Science:
- Ocean acoustics
- Signal processing
- Geophysical exploration
Background:
- Matched field processing (MFP) is a key technique in underwater acoustics for source localization.
- Traditional MFP relies on accurate environmental models and replica libraries, which are often difficult to obtain.
- Ships of opportunity offer a potential source for generating acoustic replicas.
Purpose of the Study:
- To demonstrate the feasibility of using data from ships of opportunity for MFP.
- To develop a method for overcoming spectral differences between replica libraries and target sources.
- To validate the proposed method using simulated and real-world acoustic data.
Main Methods:
- Utilizing Automatic Identification System (AIS) data to obtain coordinates for replica library generation.
- Employing a correlation-based processing procedure to handle spectral variations.
- Illustrating the method with simulations and verifying with experimental acoustic data.
Main Results:
- Successful demonstration of using AIS-derived replicas for MFP.
- Effective overcoming of spectral mismatch challenges through correlation processing.
- Validation of the technique using 2009 acoustic experiment data.
Conclusions:
- Data-derived replicas from ships of opportunity are feasible for MFP.
- The proposed correlation-based method effectively addresses spectral differences.
- This approach enhances the practicality of MFP in underwater acoustic applications.
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