Simulation of self similar random processes and its parameters estimation

An estimator of the self-similarity parameter for certain classes of random processes is presented. Simulation of synthetic data is also treated. The estimator was implemented for both the case 1D and 2D, verifying a high linearity and robustness in the estimation. Finally potential application from...

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Detalles Bibliográficos
Autores principales: Hamkalo, José Luis, Medina, Juan Miguel, Mailing, Agustin, Dobarro, Fernando, Fernández, Damián, Cernuschi-Frías, Bruno
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2021
Materias:
Ciencias Informáticas
Estimator
fractal
SAR images
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/141279
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-141279
record_format dspace
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Estimator
fractal
SAR images
spellingShingle Ciencias Informáticas
Estimator
fractal
SAR images
Hamkalo, José Luis
Medina, Juan Miguel
Mailing, Agustin
Dobarro, Fernando
Fernández, Damián
Cernuschi-Frías, Bruno
Simulation of self similar random processes and its parameters estimation
topic_facet Ciencias Informáticas
Estimator
fractal
SAR images
description An estimator of the self-similarity parameter for certain classes of random processes is presented. Simulation of synthetic data is also treated. The estimator was implemented for both the case 1D and 2D, verifying a high linearity and robustness in the estimation. Finally potential application from real world images such SAR images are also discussed.
format Objeto de conferencia
Objeto de conferencia
author Hamkalo, José Luis
Medina, Juan Miguel
Mailing, Agustin
Dobarro, Fernando
Fernández, Damián
Cernuschi-Frías, Bruno
author_facet Hamkalo, José Luis
Medina, Juan Miguel
Mailing, Agustin
Dobarro, Fernando
Fernández, Damián
Cernuschi-Frías, Bruno
author_sort Hamkalo, José Luis
title Simulation of self similar random processes and its parameters estimation
title_short Simulation of self similar random processes and its parameters estimation
title_full Simulation of self similar random processes and its parameters estimation
title_fullStr Simulation of self similar random processes and its parameters estimation
title_full_unstemmed Simulation of self similar random processes and its parameters estimation
title_sort simulation of self similar random processes and its parameters estimation
publishDate 2021
url http://sedici.unlp.edu.ar/handle/10915/141279
work_keys_str_mv AT hamkalojoseluis simulationofselfsimilarrandomprocessesanditsparametersestimation
AT medinajuanmiguel simulationofselfsimilarrandomprocessesanditsparametersestimation
AT mailingagustin simulationofselfsimilarrandomprocessesanditsparametersestimation
AT dobarrofernando simulationofselfsimilarrandomprocessesanditsparametersestimation
AT fernandezdamian simulationofselfsimilarrandomprocessesanditsparametersestimation
AT cernuschifriasbruno simulationofselfsimilarrandomprocessesanditsparametersestimation
bdutipo_str Repositorios
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