Filtro estimador por deconvolución y pseudoinversa: descripción e implementación recursiva.

Authors

  • Consuelo Varinia García Mendoza Escuela Superior de Cómputo
  • José de Jesús Medel Juárez

DOI:

https://doi.org/10.13053/cys-18-4-1551

Keywords:

Deconvolución, pseudoinversa de una matriz, funcional del error, filtro estimador recursivo, estabilidad de Lyapunov.

Abstract

En este trabajo se  presenta  un filtro estimador con base al modelo matricial de deconvolución utilizando a la pseudoinversa como proceso de filtrado, con el cual es posible conocer la dinámica interna del modelo tipo caja negra con respuesta lineal, y con evolución invariante en el tiempo. Se presenta la descripción recursiva del filtro por deconvolución y pseudoinversa considerando: a) la convolución en diferencias finitas, b) el filtro por deconvolución y pseudoinversa , c) la descripción recursiva del funcional del error y d) las condiciones de estabilidad a cubrir  por el estimador tomado en cuenta los criterios de Lyapunov. De manera ilustrativa, se presenta una simulación utilizando MatLab®.

Author Biography

Consuelo Varinia García Mendoza, Escuela Superior de Cómputo

Profresor - Investigador de la Escuela Superior de Cómputoen el departamento de Ciencias e Ingeniería de la Comutación.

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Published

2014-12-31

Issue

Vol. 18 No. 4 (2014): 19(4) 2014 Thematic issue: Computational Intelligence (Guest editors: Mateo Valero, Ulises Cortés)

Section

Report on PhD Thesis

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