Chaos Analysis of Reverberation from Short Distance Acoustic Detection in Deep-Sea Mining Environment

Zhao Haiming, Hong Yujiu, Xia Yimin, Cao Fei
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Abstract

In order to research reverberations whether are chaotic in deep-sea mining environment, this paper reviews nonlinear dynamics relevant theories, the characteristic of selecting linear region is proposed for small data sets algorithm. Microtopography was detected in the simulative environment of deep-sea mining, Three kinds of typical reverberations were acquired in different working conditions. Phase space reconstruction parameters of the reverberations are estimated. The largest Lyapunov exponents of the reverberations also are calculated in phase space, the largest Laypunov exponents are greater than 0 and less than 0.1. In contrast to white Gaussian noise, this paper demonstrates the chaotic dynamics of reverberations generated from microtopography detection in the deep-sea mining complex environment. The results provide a new approach of nonlinear dynamics to model and process reverberation generated from short distance and high frequency acoustic detection in deep-sea mining complex environment.
深海采矿环境下近距离声探测混响的混沌分析
为了研究深海采矿环境下混响是否混沌,本文综述了非线性动力学的相关理论,提出了小数据集选取线性区域的算法特点。在深海采矿模拟环境中进行微地形检测,在不同工况下获得三种典型混响。估计了混响的相空间重构参数。在相空间中计算了混响的最大Lyapunov指数,最大的Lyapunov指数分别大于0和小于0.1。与高斯白噪声相比,本文研究了深海采矿复杂环境中微地形探测产生的混响的混沌动力学。研究结果为深海采矿复杂环境下近距离高频声探测混响的非线性动力学建模和处理提供了一种新的方法。
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