Quasi-Nonparametric Blind Inversion of Wiener Systems

An e cient procedure for the blind inversion of a nonlinear Wiener system is proposed. We proved that the problem can be expressed as a problem of blind source separation in nonlinear mixtures, for which a solution has been recently proposed. Based on a quasi-nonparametric relative gradient descent,...

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Detalles Bibliográficos
Autores: Taleb, Anisse, Solé-Casals, Jordi, Jutten, Christian
Tipo de recurso: artículo
Fecha de publicación:2001
País:España
Institución:UVic-UCC
Repositorio:RiUVic. Repositori institucional de la UVic-UCC
OAI Identifier:oai:dspace.uvic.cat:10854/2108
Acceso en línea:http://hdl.handle.net/10854/2108
https://doi.org/10.1109/78.917796
Access Level:acceso abierto
Palabra clave:Tractament del senyal
Descripción
Sumario:An e cient procedure for the blind inversion of a nonlinear Wiener system is proposed. We proved that the problem can be expressed as a problem of blind source separation in nonlinear mixtures, for which a solution has been recently proposed. Based on a quasi-nonparametric relative gradient descent, the proposed algorithm can perform e ciently even in the presence of hard distortions.