Resumen
This paper presents a deconvolution filter technique using a diagonal block inverse in order to learn the internal dynamics of a black-box model with bounded response and time-invariant evolution. Instead of using a pseudoinverse in deconvolution on problems of inversion and singularity, we propose a separation by matrix blocks and application of an inverse to achieve a lower algorithmic complexity and less error of direct estimation without losing the stability properties. With this in mind, we present a deconvolution filter applying its transformation into a diagonal form considering matrix diagonalization, diagonal filter description, functional error, algorithm complexity analysis, and diagonal deconvolution applied to filter simulation.
Título traducido de la contribución | Inverse deconvolution estimation filter |
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Idioma original | Español |
Páginas (desde-hasta) | 609-617 |
Número de páginas | 9 |
Publicación | Computacion y Sistemas |
Volumen | 19 |
N.º | 3 |
DOI | |
Estado | Publicada - 2015 |
Palabras clave
- Deconvolution
- Diagonalization
- Functional error
- Inverse
- Pseudoinverse