INVESTIGADORES
CAIAFA Cesar Federico
congresos y reuniones científicas
Título:
A Simple Approximation for Fast Nonlinear Deconvolution
Autor/es:
JORDI SOLE-CASALS; CESAR F CAIAFA
Lugar:
5th International Conference on Nonlinear Speech Processing, NOLISP 2011
Reunión:
Conferencia; 5th International Conference on Nonlinear Speech Processing, NOLISP 2011; 2011
Institución organizadora:
EURASIP
Resumen:
When dealing with nonlinear blind deconvolution, complex mathematical estimations must be done giving as a result very slow algorithms. This is the case, for example, in speech processing or in microarray data analysis. In this paper we propose a simple method to reduce computational time for the inversion of Wiener systems by using a linear approximation in a minimum-mutual information algorithm. Experimental results demonstrate that linear spline interpolation is fast and accurate, obtaining very good results (similar to those obtained without approximation) while computational time is dramatically decreased.
