Digital chaotic noise using tent map without scaling and discretization process

Ruben Vazquez-Medina, José Luis Del-Río-Correa, César Enrique Rojas-López, José Alejandro Díaz-Méndez

Producción científica: Capítulo del libro/informe/acta de congresoContribución a la conferenciarevisión exhaustiva

2 Citas (Scopus)

Resumen

This work shows how to improve the statistical distribution of signals produced by noise generators designed with one-dimensional chaotic maps. It also shows that in a electronic design the piecewise linear chaotic maps should be considered because they do not have stability islands in its chaotic behavior region, as it occurs with the logistic map commonly used to build noise generators. The design and implementation problems of the noise generators are analyzed and a solution is proposed. This solution relates the tent map output, defined in the real numbers' domain, with a codebook of S elements. The proposed scheme produces digital noise signals using tent map without scaling and discretization process. Finally, this work shows that it is possible to have control over the statistical distribution of the noise signal by selecting the control parameter of the tent map and using, as a design criterion, the bifurcation diagram.

Idioma originalInglés
Título de la publicación alojadaHybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Proceedings
Páginas105-115
Número de páginas11
EdiciónPART 2
DOI
EstadoPublicada - 2012
Evento7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012 - Salamanca, Espana
Duración: 28 mar. 201230 mar. 2012

Serie de la publicación

NombreLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NúmeroPART 2
Volumen7209 LNAI
ISSN (versión impresa)0302-9743
ISSN (versión digital)1611-3349

Conferencia

Conferencia7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012
País/TerritorioEspana
CiudadSalamanca
Período28/03/1230/03/12

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