Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction

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...

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Main Authors: Dominique Fattaccioli, Jérôme I. Mars, Xavier Cristol, Barbara Nicolas, Grégoire Le Touzé, Maciej Lopatka
Format: Article
Language:English
Published: SpringerOpen 2010-01-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/2010/304103
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spelling doaj-7863525a5d274105ae5d1dc75ae29be32020-11-24T21:15:33ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802010-01-01201010.1155/2010/304103Underwater Broadband Source Localization Based on Modal Filtering and Features ExtractionDominique FattaccioliJérôme I. MarsXavier CristolBarbara NicolasGrégoire Le TouzéMaciej LopatkaPassive 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 (F-K method) and monodimensional approach (using a single hydrophone) based on adapted spectral representation (FTa 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, F-K and FTa, are validated on data simulated in shallow water for different configurations. The performance of localization, in depth and distance, is very satisfactory. http://dx.doi.org/10.1155/2010/304103
collection DOAJ
language English
format Article
sources DOAJ
author Dominique Fattaccioli
Jérôme I. Mars
Xavier Cristol
Barbara Nicolas
Grégoire Le Touzé
Maciej Lopatka
spellingShingle Dominique Fattaccioli
Jérôme I. Mars
Xavier Cristol
Barbara Nicolas
Grégoire Le Touzé
Maciej Lopatka
Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction
EURASIP Journal on Advances in Signal Processing
author_facet Dominique Fattaccioli
Jérôme I. Mars
Xavier Cristol
Barbara Nicolas
Grégoire Le Touzé
Maciej Lopatka
author_sort Dominique Fattaccioli
title Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction
title_short Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction
title_full Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction
title_fullStr Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction
title_full_unstemmed Underwater Broadband Source Localization Based on Modal Filtering and Features Extraction
title_sort underwater broadband source localization based on modal filtering and features extraction
publisher SpringerOpen
series EURASIP Journal on Advances in Signal Processing
issn 1687-6172
1687-6180
publishDate 2010-01-01
description 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 (F-K method) and monodimensional approach (using a single hydrophone) based on adapted spectral representation (FTa 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, F-K and FTa, are validated on data simulated in shallow water for different configurations. The performance of localization, in depth and distance, is very satisfactory.
url http://dx.doi.org/10.1155/2010/304103
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