Please use this identifier to cite or link to this item:
http://hdl.handle.net/2122/5349
DC Field | Value | Language |
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dc.contributor.authorall | Leoncini, D.; Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | en |
dc.contributor.authorall | Decherchi, S.; Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | en |
dc.contributor.authorall | Faggioni, O.; Istituto Nazionale di Geofisica e Vulcanologia, Sezione Roma2, Roma, Italia | en |
dc.contributor.authorall | Gastaldo, P.; Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | en |
dc.contributor.authorall | Soldani, M.; Istituto Nazionale di Geofisica e Vulcanologia, Sezione Roma2, Roma, Italia | en |
dc.contributor.authorall | Zunino, R.; Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | en |
dc.date.accessioned | 2009-12-21T08:48:08Z | en |
dc.date.available | 2009-12-21T08:48:08Z | en |
dc.date.issued | 2009-09 | en |
dc.identifier.isbn | 978-3-642-04090-0 | en |
dc.identifier.uri | http://hdl.handle.net/2122/5349 | en |
dc.description.abstract | People who attend to the problem of underwater port protection usually use sonar based systems. Recently it has been shown that integrating a sonar system with an auxiliary array of magnetic sensors can improve the effectiveness of the intruder detection system. One of the major issues that arise from the integrated magnetic and acoustic system is the interpretation of the magnetic signals coming from the sensors. In this paper a machine learning approach is proposed for the detection of divers or, in general, of underwater magnetic sources. The research proposed here, by means of a windowing of the signals, uses Support Vector Machines for classification, as tool for the detection problem. Empirical results show the effectiveness of the method. | en |
dc.language.iso | English | en |
dc.publisher.name | Springer-Verlag | en |
dc.relation.ispartof | Computational Intelligence in Security for Information Systems | en |
dc.subject | underwater detection systems | en |
dc.subject | port protection | en |
dc.subject | magnetic signal processing | en |
dc.subject | Support Vector Machine | en |
dc.title | A Preliminary Study on SVM based Analysis of Underwater Magnetic Signals for Port Protection | en |
dc.type | book chapter | en |
dc.description.status | Published | en |
dc.type.QualityControl | Peer-reviewed | en |
dc.description.pagenumber | 37-44 | en |
dc.subject.INGV | 04. Solid Earth::04.05. Geomagnetism::04.05.04. Magnetic anomalies | en |
dc.subject.INGV | 04. Solid Earth::04.05. Geomagnetism::04.05.08. Instruments and techniques | en |
dc.subject.INGV | 05. General::05.01. Computational geophysics::05.01.01. Data processing | en |
dc.subject.INGV | 05. General::05.01. Computational geophysics::05.01.05. Algorithms and implementation | en |
dc.description.obiettivoSpecifico | 1.6. Osservazioni di geomagnetismo | en |
dc.description.obiettivoSpecifico | 2.5. Laboratorio per lo sviluppo di sistemi di rilevamento sottomarini | en |
dc.description.obiettivoSpecifico | 3.4. Geomagnetismo | en |
dc.description.fulltext | open | en |
dc.contributor.author | Leoncini, D. | en |
dc.contributor.author | Decherchi, S. | en |
dc.contributor.author | Faggioni, O. | en |
dc.contributor.author | Gastaldo, P. | en |
dc.contributor.author | Soldani, M. | en |
dc.contributor.author | Zunino, R. | en |
dc.contributor.department | Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | en |
dc.contributor.department | Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | en |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia, Sezione Roma2, Roma, Italia | en |
dc.contributor.department | Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | en |
dc.contributor.department | Istituto Nazionale di Geofisica e Vulcanologia, Sezione Roma2, Roma, Italia | en |
dc.contributor.department | Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | en |
item.openairetype | book chapter | - |
item.cerifentitytype | Publications | - |
item.languageiso639-1 | en | - |
item.grantfulltext | open | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.fulltext | With Fulltext | - |
crisitem.author.dept | Defence Geophysics Group; University of Genoa, DIBE, SEA Lab, Via All’Opera Pia 11a, 16145 Genova, Italy | - |
crisitem.author.dept | Dept. Biophysical and Electronic Engineering, University of Genoa, 16145 Genoa, Italy | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Roma2, Roma, Italia | - |
crisitem.author.dept | Defence Geophysics Group; University of Genoa, DIBE, SEA Lab, Via All’Opera Pia 11a, 16145 Genova, Italy | - |
crisitem.author.dept | Istituto Nazionale di Geofisica e Vulcanologia (INGV), Sezione Roma2, Roma, Italia | - |
crisitem.author.dept | Università degli Studi di Genova – DITEN Genova, Italy | - |
crisitem.author.orcid | 0000-0002-9772-3453 | - |
crisitem.author.orcid | 0000-0001-7039-2781 | - |
crisitem.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.author.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.classification.parent | 04. Solid Earth | - |
crisitem.classification.parent | 04. Solid Earth | - |
crisitem.classification.parent | 05. General | - |
crisitem.classification.parent | 05. General | - |
crisitem.department.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
crisitem.department.parentorg | Istituto Nazionale di Geofisica e Vulcanologia | - |
Appears in Collections: | Book chapters |
Files in This Item:
File | Description | Size | Format | |
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Faggioni et al CISIS 2009.pdf | 213.32 kB | Adobe PDF | View/Open |
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