新型混沌判据的抗噪声性能研究

2019 6th International Conference on Dependable Systems and Their Applications (DSA) Pub Date : 2020-01-01 DOI:10.1109/DSA.2019.00086

Jinwei Cai, Yilin Ning, Wenshi Li, Linhong Yao

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引用次数: 0

摘要

从可靠性研究的角度来看，混沌判据的抗噪声性能是一类难点问题。在噪声消亡挑战下，提出了一种新的混沌检测度量。为了构建三维压缩熵变空间，测量无可调参数的几何自相似性，我们的混沌判据可以很容易地找到混沌方程演化过程中的周期窗口，并且由于采用了黄金分割率嵌入阈值激活函数，抗噪能力较强。四个关键的混沌方程作为测试案例。在MATLAB工具下的结果表明，新混沌判据的抗噪声能力接近15%的加性成分。

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Research on Anti-Noise Performance of New Chaos Criterion

From the perspective of reliability research, the anti-noise performance of chaotic criterion is a kind of difficult problems. We proposed one new metric for chaos detection under noise-dying challenge. To build three dimensional compression entropy variable-space, measuring geometric selfsimilarity without tunable parameters, our new chaos criterion can easily find the periodic windows during chaos equation evolution, and the anti-noise ability keeps strong, since the golden partition rate embedded threshold activation function is applied. Four key chaos equations are as test cases. The results under MATLAB tool show that our new chaos criterion touches the anti-noise ability near 15% additive composition.

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2019 6th International Conference on Dependable Systems and Their Applications (DSA)

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