Experimental study on the level-crossing intervals of sine wave plus Gaussian noise

N. Youssef, T. Munakata, T. Mimaki
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Abstract

The authors deal with the level-crossing intervals of a stationary random process. Probability densities of the level-crossing intervals, and correlation coefficients between successive level-crossing intervals of a process consisting of a sine wave plus Gaussian random noise are experimentally investigated by digital simulation. The Gaussian random noise is selected to be of 7-th order Butterworth power spectrum density. The obtained probability densities appear with a number of isolated peaks much larger than the number observed on the corresponding probability densities of the Gaussian noise alone. When the sine wave frequency is greater than or approximately equal to half of the cutoff frequency of the noise spectrum, experimental data suggest that each isolated peak has a Gaussian-like density. The assumption of 'quasi-independence' is not valid for the level-crossing intervals of the existing process.<>
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正弦波加高斯噪声平交间隔的实验研究
研究了一类平稳随机过程的平交区间。通过数字仿真实验研究了正弦波加高斯随机噪声过程的平交间隔的概率密度和连续平交间隔之间的相关系数。选取7阶巴特沃斯功率谱密度的高斯随机噪声。所得的概率密度中出现的孤立峰数远远大于单独高斯噪声对应概率密度上观察到的孤立峰数。当正弦波频率大于或近似等于噪声频谱截止频率的一半时,实验数据表明,每个孤立峰具有高斯密度。“准独立”的假设对于现有过程的平交间隔是无效的。
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