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A graph-based narrowband matched-field source localization method
1School of Marine Engineering and Technology, Sun Yat-sen University, Zhuhai, Guangdong, 519000, China xiaop36@mail.sysu.edu.cn, yangjm33@mail.sysu.edu.cn.
Abstract:
Matched field processing (MFP) has been regarded as one of the most successful acoustical methods for positioning underwater sources. In this paper, the narrowband MFP method is combined with a recently developed framework-the graph signal processing (GSP) method. Following the paradigm of GSP, a spatial adjacency matrix is constructed for the arbitrary distributed sensors based on the Green's function, then the source is located by utilizing the graph Fourier transform. The simulation results illustrate that the graph-based MFP outperforms the conventional MFP processors for its better accuracy and fewer requirements for sensor numbers.
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