DocumentCode :
335400
Title :
The white, ergodic, and jointly Gaussian signals generated by a simple chaotic system
Author :
Wu, Bing-Fei
Author_Institution :
Dept. of Control Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Volume :
2
fYear :
1994
fDate :
29 June-1 July 1994
Firstpage :
1492
Abstract :
A piecewise chaotic map, which has uniform invariant measure, can be used to generate a white noise and, by Perron-Frobenius equation, the invariant measure can be transformed to any kind of invariant measure by homeomorphism. Therefore, a Gaussian-like white noise can be implemented easily by famous chaotic piecewise maps as a white noise random number generator in computer. Moreover, given a correlation coefficient, white, ergodic and jointly Gaussian signals can be generated by computer. An approach to create these signals is also presented.
Keywords :
Gaussian noise; chaos; signal processing; signal synthesis; white noise; Gaussian-like white noise; Perron-Frobenius equation; correlation coefficient; ergodic signals; homeomorphism; invariant measure; jointly Gaussian signals; piecewise chaotic map; simple chaotic system; uniform invariant measure; white noise random number generator; Chaos; Control engineering; Density measurement; Entropy; Equations; Noise measurement; Random number generation; Signal generators; Stochastic systems; White noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference, 1994
Print_ISBN :
0-7803-1783-1
Type :
conf
DOI :
10.1109/ACC.1994.752314
Filename :
752314
Link To Document :
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