Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer
- Autores
- Varon, Leonardo Antonio Bermeo; Orlande, Helcio Rangel Barreto; Elicabe, Guillermo Enrique
- Año de publicación
- 2016
- Idioma
- inglés
- Tipo de recurso
- artículo
- Estado
- versión publicada
- Descripción
- Particle filters are general methods for the solution of state estimation problems, which can be applied to nonlinear models with non-Gaussian uncertainties. In this paper, an algorithm of the particle filter is used for the simultaneous estimation of model parameters and state variables in a bioheat transfer problem associated with the radio frequency (RF) hyperthermia treatment of cancer. Results obtained with simulated measurements indicate an excellent agreement between the estimated and the exact quantities, even for cases with large uncertainties in the measurements, as well as in the evolution and measurement models.
Fil: Varon, Leonardo Antonio Bermeo. Universidade Federal do Rio de Janeiro; Brasil
Fil: Orlande, Helcio Rangel Barreto. Universidade Federal do Rio de Janeiro; Brasil
Fil: Elicabe, Guillermo Enrique. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones en Ciencia y Tecnología de Materiales. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Instituto de Investigaciones en Ciencia y Tecnología de Materiales; Argentina - Materia
-
State Estimation
Radio Frequency Hyperthermia
Particle Filter - Nivel de accesibilidad
- acceso abierto
- Condiciones de uso
- https://creativecommons.org/licenses/by-nc-sa/2.5/ar/
- Repositorio
- Institución
- Consejo Nacional de Investigaciones Científicas y Técnicas
- OAI Identificador
- oai:ri.conicet.gov.ar:11336/26811
Ver los metadatos del registro completo
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Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancerVaron, Leonardo Antonio BermeoOrlande, Helcio Rangel BarretoElicabe, Guillermo EnriqueState EstimationRadio Frequency HyperthermiaParticle Filterhttps://purl.org/becyt/ford/2.5https://purl.org/becyt/ford/2Particle filters are general methods for the solution of state estimation problems, which can be applied to nonlinear models with non-Gaussian uncertainties. In this paper, an algorithm of the particle filter is used for the simultaneous estimation of model parameters and state variables in a bioheat transfer problem associated with the radio frequency (RF) hyperthermia treatment of cancer. Results obtained with simulated measurements indicate an excellent agreement between the estimated and the exact quantities, even for cases with large uncertainties in the measurements, as well as in the evolution and measurement models.Fil: Varon, Leonardo Antonio Bermeo. Universidade Federal do Rio de Janeiro; BrasilFil: Orlande, Helcio Rangel Barreto. Universidade Federal do Rio de Janeiro; BrasilFil: Elicabe, Guillermo Enrique. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones en Ciencia y Tecnología de Materiales. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Instituto de Investigaciones en Ciencia y Tecnología de Materiales; ArgentinaTaylor & Francis2016-08-18info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfapplication/pdfhttp://hdl.handle.net/11336/26811Varon, Leonardo Antonio Bermeo; Orlande, Helcio Rangel Barreto; Elicabe, Guillermo Enrique; Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer; Taylor & Francis; Numerical Heat Transfer Part A-applications; 70; 6; 18-8-2016; 581-5941040-7782CONICET DigitalCONICETenginfo:eu-repo/semantics/altIdentifier/doi/10.1080/10407782.2016.1193342info:eu-repo/semantics/altIdentifier/url/http://www.tandfonline.com/doi/full/10.1080/10407782.2016.1193342info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/2.5/ar/reponame:CONICET Digital (CONICET)instname:Consejo Nacional de Investigaciones Científicas y Técnicas2025-09-29T09:46:34Zoai:ri.conicet.gov.ar:11336/26811instacron:CONICETInstitucionalhttp://ri.conicet.gov.ar/Organismo científico-tecnológicoNo correspondehttp://ri.conicet.gov.ar/oai/requestdasensio@conicet.gov.ar; lcarlino@conicet.gov.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:34982025-09-29 09:46:34.792CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicasfalse |
dc.title.none.fl_str_mv |
Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer |
title |
Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer |
spellingShingle |
Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer Varon, Leonardo Antonio Bermeo State Estimation Radio Frequency Hyperthermia Particle Filter |
title_short |
Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer |
title_full |
Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer |
title_fullStr |
Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer |
title_full_unstemmed |
Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer |
title_sort |
Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer |
dc.creator.none.fl_str_mv |
Varon, Leonardo Antonio Bermeo Orlande, Helcio Rangel Barreto Elicabe, Guillermo Enrique |
author |
Varon, Leonardo Antonio Bermeo |
author_facet |
Varon, Leonardo Antonio Bermeo Orlande, Helcio Rangel Barreto Elicabe, Guillermo Enrique |
author_role |
author |
author2 |
Orlande, Helcio Rangel Barreto Elicabe, Guillermo Enrique |
author2_role |
author author |
dc.subject.none.fl_str_mv |
State Estimation Radio Frequency Hyperthermia Particle Filter |
topic |
State Estimation Radio Frequency Hyperthermia Particle Filter |
purl_subject.fl_str_mv |
https://purl.org/becyt/ford/2.5 https://purl.org/becyt/ford/2 |
dc.description.none.fl_txt_mv |
Particle filters are general methods for the solution of state estimation problems, which can be applied to nonlinear models with non-Gaussian uncertainties. In this paper, an algorithm of the particle filter is used for the simultaneous estimation of model parameters and state variables in a bioheat transfer problem associated with the radio frequency (RF) hyperthermia treatment of cancer. Results obtained with simulated measurements indicate an excellent agreement between the estimated and the exact quantities, even for cases with large uncertainties in the measurements, as well as in the evolution and measurement models. Fil: Varon, Leonardo Antonio Bermeo. Universidade Federal do Rio de Janeiro; Brasil Fil: Orlande, Helcio Rangel Barreto. Universidade Federal do Rio de Janeiro; Brasil Fil: Elicabe, Guillermo Enrique. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Mar del Plata. Instituto de Investigaciones en Ciencia y Tecnología de Materiales. Universidad Nacional de Mar del Plata. Facultad de Ingeniería. Instituto de Investigaciones en Ciencia y Tecnología de Materiales; Argentina |
description |
Particle filters are general methods for the solution of state estimation problems, which can be applied to nonlinear models with non-Gaussian uncertainties. In this paper, an algorithm of the particle filter is used for the simultaneous estimation of model parameters and state variables in a bioheat transfer problem associated with the radio frequency (RF) hyperthermia treatment of cancer. Results obtained with simulated measurements indicate an excellent agreement between the estimated and the exact quantities, even for cases with large uncertainties in the measurements, as well as in the evolution and measurement models. |
publishDate |
2016 |
dc.date.none.fl_str_mv |
2016-08-18 |
dc.type.none.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion http://purl.org/coar/resource_type/c_6501 info:ar-repo/semantics/articulo |
format |
article |
status_str |
publishedVersion |
dc.identifier.none.fl_str_mv |
http://hdl.handle.net/11336/26811 Varon, Leonardo Antonio Bermeo; Orlande, Helcio Rangel Barreto; Elicabe, Guillermo Enrique; Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer; Taylor & Francis; Numerical Heat Transfer Part A-applications; 70; 6; 18-8-2016; 581-594 1040-7782 CONICET Digital CONICET |
url |
http://hdl.handle.net/11336/26811 |
identifier_str_mv |
Varon, Leonardo Antonio Bermeo; Orlande, Helcio Rangel Barreto; Elicabe, Guillermo Enrique; Combined parameter and state estimation in the radio frequency hyperthermia treatment of cancer; Taylor & Francis; Numerical Heat Transfer Part A-applications; 70; 6; 18-8-2016; 581-594 1040-7782 CONICET Digital CONICET |
dc.language.none.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
info:eu-repo/semantics/altIdentifier/doi/10.1080/10407782.2016.1193342 info:eu-repo/semantics/altIdentifier/url/http://www.tandfonline.com/doi/full/10.1080/10407782.2016.1193342 |
dc.rights.none.fl_str_mv |
info:eu-repo/semantics/openAccess https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/ |
dc.format.none.fl_str_mv |
application/pdf application/pdf |
dc.publisher.none.fl_str_mv |
Taylor & Francis |
publisher.none.fl_str_mv |
Taylor & Francis |
dc.source.none.fl_str_mv |
reponame:CONICET Digital (CONICET) instname:Consejo Nacional de Investigaciones Científicas y Técnicas |
reponame_str |
CONICET Digital (CONICET) |
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CONICET Digital (CONICET) |
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Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.name.fl_str_mv |
CONICET Digital (CONICET) - Consejo Nacional de Investigaciones Científicas y Técnicas |
repository.mail.fl_str_mv |
dasensio@conicet.gov.ar; lcarlino@conicet.gov.ar |
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13.070432 |