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

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

2 Scopus citations

Abstract

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.

Original languageEnglish
Title of host publicationHybrid Artificial Intelligent Systems - 7th International Conference, HAIS 2012, Proceedings
Pages105-115
Number of pages11
EditionPART 2
DOIs
StatePublished - 2012
Event7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012 - Salamanca, Spain
Duration: 28 Mar 201230 Mar 2012

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 2
Volume7209 LNAI
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012
Country/TerritorySpain
CitySalamanca
Period28/03/1230/03/12

Keywords

  • Chaotic maps
  • Noise digital generators
  • PWLCM

Fingerprint

Dive into the research topics of 'Digital chaotic noise using tent map without scaling and discretization process'. Together they form a unique fingerprint.

Cite this