Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction
<p/> <p>Passive source localization is a crucial issue in underwater acoustics. In this paper, we focus on shallow water environment (0 to 400 m) and broadband Ultra-Low Frequency acoustic sources (1 to 100 Hz). In this configuration and at a long range, the acoustic...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
SpringerOpen
2010-01-01
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| Series: | EURASIP Journal on Advances in Signal Processing |
| Online Access: | http://asp.eurasipjournals.com/content/2010/304103 |
| Summary: | <p/> <p>Passive source localization is a crucial issue in underwater acoustics. In this paper, we focus on shallow water environment (0 to 400 m) and broadband Ultra-Low Frequency acoustic sources (1 to 100 Hz). In this configuration and at a long range, the acoustic propagation can be described by normal mode theory. The propagating signal breaks up into a series of depth-dependent modes. These modes carry information about the source position. Mode excitation factors and mode phases analysis allow, respectively, localization in depth and distance. We propose two different approaches to achieve the localization: multidimensional approach (using a horizontal array of hydrophones) based on frequency-wavenumber transform (<inline-formula> <graphic file="1687-6180-2010-304103-i1.gif"/></inline-formula> method) and monodimensional approach (using a single hydrophone) based on adapted spectral representation (<inline-formula> <graphic file="1687-6180-2010-304103-i2.gif"/></inline-formula> method). For both approaches, we propose first complete tools for modal filtering, and then depth and distance estimators. We show that adding mode sign and source spectrum informations improves considerably the localization performance in depth. The reference acoustic field needed for depth localization is simulated with the new realistic propagation modelMoctesuma. The feasibility of both approaches, <inline-formula> <graphic file="1687-6180-2010-304103-i3.gif"/></inline-formula> and <inline-formula> <graphic file="1687-6180-2010-304103-i4.gif"/></inline-formula>, are validated on data simulated in shallow water for different configurations. The performance of localization, in depth and distance, is very satisfactory.</p> |
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| ISSN: | 1687-6172 1687-6180 |