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Acoustic estimation of seafloor parameters: a Radial Basis Functions approach

dc.contributor.authorCaiti, A.
dc.contributor.authorJesus, S. M.
dc.date.accessioned2014-10-03T09:44:28Z
dc.date.available2014-10-03T09:44:28Z
dc.date.issued1996
dc.description.abstractA novel approach to the estimation of seafloor geoacoustic parameters from the measurement of the acoustic field in the water column is introduced. The approach is based on the idea of approximating the inverse function that links the geoacoustic parameters with the measured field through a series expansion of radial basis functions. In particular, Gaussian basis functions are used in order to ensure continuity and smoothness of the approximated inverse. The main advantage of the proposed approach relies on the fact that the series expansion can be computed off-line from simulated data as soon as the experimental configuration is known. Data inversion can then be performed in true real time as soon as the data are acquired. Simulation results are presented in order to show the advantages and limitations of the method. Finally, some inversion results from horizontal towed array data are reported, and are compared with independent estimates of geoacoustic bottom properties.por
dc.description.sponsorshipEuropean Economic Commission under Contract No. MAS2-920022
dc.identifier.citationA. CAITI e S.M. JESUS, "Acoustic estimation of seafloor parameters: a Radial Basis Functions approach.", Journal of the Acoustical Society of America, Vol. 100 (3), p. 1473-1481.por
dc.identifier.doihttp://dx.doi.org/ 10.1121/1.415994
dc.identifier.otherAUT: SJE00662;
dc.identifier.urihttp://hdl.handle.net/10400.1/5170
dc.language.isoengpor
dc.peerreviewedyespor
dc.publisherAcoustical Society of Americapor
dc.subjectAcoustic estimationpor
dc.subjectSeafloor parameterspor
dc.titleAcoustic estimation of seafloor parameters: a Radial Basis Functions approachpor
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage1481por
oaire.citation.startPage1473por
oaire.citation.titleJournal of the Acoustical Society of Americapor
oaire.citation.volume100por
person.familyNameJesus
person.givenNameSergio
person.identifier.orcid0000-0002-6021-1761
person.identifier.scopus-author-id7003729485
rcaap.rightsopenAccesspor
rcaap.typearticlepor
relation.isAuthorOfPublicatione0226ece-3767-4beb-ab80-868e8897c14a
relation.isAuthorOfPublication.latestForDiscoverye0226ece-3767-4beb-ab80-868e8897c14a

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