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...
Main Authors: | , , , , , |
---|---|
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 |
id |
doaj-7863525a5d274105ae5d1dc75ae29be3 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT dominiquefattaccioli underwaterbroadbandsourcelocalizationbasedonmodalfilteringandfeaturesextraction AT jamp233ramp244meimars underwaterbroadbandsourcelocalizationbasedonmodalfilteringandfeaturesextraction AT xaviercristol underwaterbroadbandsourcelocalizationbasedonmodalfilteringandfeaturesextraction AT barbaranicolas underwaterbroadbandsourcelocalizationbasedonmodalfilteringandfeaturesextraction AT gramp233goireletouzamp233 underwaterbroadbandsourcelocalizationbasedonmodalfilteringandfeaturesextraction AT maciejlopatka underwaterbroadbandsourcelocalizationbasedonmodalfilteringandfeaturesextraction |
_version_ |
1716744858961444864 |