A Chaotic Sequence Generation Model Based on ANFIS

Sun Jiao; Du Xing-min; Song Heng

Volume 26 Issue 8

Aug. 2004

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Sun Jiao, Du Xing-min, Song Heng. A Chaotic Sequence Generation Model Based on ANFIS[J]. Journal of Electronics & Information Technology, 2004, 26(8): 1294-1299.

Citation:

Sun Jiao, Du Xing-min, Song Heng. A Chaotic Sequence Generation Model Based on ANFIS[J]. Journal of Electronics & Information Technology, 2004, 26(8): 1294-1299.

Sun Jiao, Du Xing-min, Song Heng. A Chaotic Sequence Generation Model Based on ANFIS[J]. Journal of Electronics & Information Technology, 2004, 26(8): 1294-1299.

Citation:

Sun Jiao, Du Xing-min, Song Heng. A Chaotic Sequence Generation Model Based on ANFIS[J]. Journal of Electronics & Information Technology, 2004, 26(8): 1294-1299.

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A Chaotic Sequence Generation Model Based on ANFIS

Received Date: 2003-04-04
Rev Recd Date: 2003-10-30
Publish Date: 2004-08-19

Abstract

Abstract

In this paper, combining both neural networks and fuzzy systems merits, a chaotic sequence generation model is proposed and constructed on the basis of Adaptive Neural Fuzzy Inference System(ANPIS) firstly. Its basic system parameters are adjusted by genetic algorithm. The correlation property and balance performance of chaotic sequences generated by this model is tested. The result shows performances of these chaotic sequences are as good as, or better than that of chaotic sequences directly by chaotic map, which possess very high complexity and suit to act as spread-spectrum communication applications pseudo code.

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References(1)

References

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