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Stochastic resonance in a piecewise nonlinear model driven by multiplicative non-Gaussian noise and additive white noise

机译:乘性非高斯噪声和加性白噪声驱动的分段非线性模型中的随机共振

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The phenomenon of stochastic resonance (SR) in a piecewise nonlinear model driven by a periodic signal and correlated noises for the cases of a multiplicative non-Gaussian noise and an additive Gaussian white noise is investigated. Applying the path integral approach, the unified colored noise approximation and the two-state model theory, the analytical expression of the signal-to-noise ratio (SNR) is derived. It is found that conventional stochastic resonance exists in this system. From numerical computations we obtain that: (i) As a function of the non-Gaussian noise intensity, the SNR is increased when the non-Gaussian noise deviation parameter q is increased. (ii) As a function of the Gaussian noise intensity, the SNR is decreased when q is increased. This demonstrates that the effect of the non-Gaussian noise on SNR is different from that of the Gaussian noise in this system. Moreover, we further discuss the effect of the correlation time of the non-Gaussian noise, cross-correlation strength, the amplitude and frequency of the periodic signal on SR. (c) 2016 Elsevier B.V. All rights reserved.
机译:研究了在非乘性高斯噪声和加性高斯白噪声相乘的情况下,由周期信号和相关噪声驱动的分段非线性模型中的随机共振现象。应用路径积分法,统一的有色噪声近似和二态模型理论,推导了信噪比(SNR)的解析表达式。发现在该系统中存在常规的随机共振。从数值计算中,我们得出:(i)作为非高斯噪声强度的函数,当非高斯噪声偏差参数q增加时,SNR也增加。 (ii)作为高斯噪声强度的函数,当q增加时,SNR降低。这表明在该系统中,非高斯噪声对SNR的影响与高斯噪声的影响不同。此外,我们进一步讨论了非高斯噪声的相关时间,互相关强度,周期信号的幅度和频率对SR的影响。 (c)2016 Elsevier B.V.保留所有权利。

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