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Cost/benefit criterion for selection of pulsed Doppler ultrasound spectral mean frequency and bandwidth estimators

dc.contributor.authorRuano, M. Graça
dc.contributor.authorFish, P. J.
dc.date.accessioned2015-04-13T14:53:38Z
dc.date.available2015-04-13T14:53:38Z
dc.date.issued1993-12-01
dc.description.abstractA flexible selection criterion for spectral estimators based on the weighted statistical accuracy (benefit) of estimation of decisive spectral parameters under the constraint of low computational complexity (cost) is proposed. This new cost/benefit criterion also selects the model order for parametric spectral estimators - selecting model orders significantly lower than those determined by accepted criteria. The importance of different Doppler signal parameters (e.g., mean frequency and spectral bandwidth) and their accuracy of estimation is incorporated by the use of weighting factors. The use of this method with simulated Doppler signals led to the selection of the modified covariance Alt estimator. | A flexible selection criterion for spectral estimators based on the weighted statistical accuracy (benefit) of estimation of decisive spectral parameters under the constraint of low computational complexity (cost) is proposed. This new cost/benefit criterion also selects the model order for parametric spectral estimators - selecting model orders significantly lower than those determined by accepted criteria. The importance of different Doppler signal parameters (e.g., mean frequency and spectral bandwidth) and their accuracy of estimation is incorporated by the use of weighting factors. The use of this method with simulated Doppler signals led to the selection of the modified covariance Alt estimator.
dc.identifier.doihttp://dx.doi.org/10.1109/10.250592
dc.identifier.issn00189294
dc.identifier.otherAUT: MRU00118;
dc.identifier.urihttp://hdl.handle.net/10400.1/5889
dc.language.isoeng
dc.peerreviewedyes
dc.titleCost/benefit criterion for selection of pulsed Doppler ultrasound spectral mean frequency and bandwidth estimators
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage1341
oaire.citation.issue12
oaire.citation.startPage1338
oaire.citation.titleIEEE Transactions on Biomedical Engineering
oaire.citation.volume40
person.familyNameRuano
person.givenNameMaria
person.identifier.ciencia-id9811-A0DD-D5A5
person.identifier.orcid0000-0002-0014-9257
person.identifier.ridA-8321-2011
person.identifier.scopus-author-id7004483805
rcaap.rightsrestrictedAccess
rcaap.typearticle
relation.isAuthorOfPublication61fc8492-d73f-46ca-a3a3-4cd762a784e6
relation.isAuthorOfPublication.latestForDiscovery61fc8492-d73f-46ca-a3a3-4cd762a784e6

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