Deep-learning source localization using multi-frequency magnitude-only data
A deep learning approach based on big data is proposed to locate broadband acoustic sources using a single hydrophone in ocean waveguides with uncertain bottom parameters. Several 50-layer residual neural networks, trained on a huge number of sound field replicas generated by an acoustic propagation...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Acoustical Society of America
2019
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| Subjects: | |
| Online Access: | View Fulltext in Publisher |