Localization of Multiple Vibration Sources Using a Modified MUSIC Algorithm

IF 1.1 4区 物理与天体物理 Q3 PHYSICS, MULTIDISCIPLINARY
N. A. Kutuzov, A. A. Rodionov, A. V. Stulenkov
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引用次数: 0

Abstract

We propose methods for estimation of the number of the sources and their localization in complex mechanical systems. These methods are based on the matching vibrational field obtained using finite element modeling with the measured field from vibration sensors. A modification of the MUSIC (Multiple Signal Classification) algorithm, which is often employed in direction-of-arrival estimation of wavefield sources, is effectively used to localize several simultaneously operating sources of vibration. Numerical simulation and experimental testing in mechanical systems showed the superior efficiency of the proposed method in comparison with the methods previously used to solve similar problems.

Abstract Image

Abstract Image

使用改进的 MUSIC 算法定位多个振动源
摘要 我们提出了在复杂机械系统中估算振源数量及其定位的方法。这些方法基于通过有限元建模获得的振动场与振动传感器测得的场的匹配。MUSIC 算法(多信号分类)通常用于波场源的到达方向估计,它的一种改进型方法可有效用于定位多个同时工作的振动源。在机械系统中进行的数值模拟和实验测试表明,与之前用于解决类似问题的方法相比,所提出的方法具有更高的效率。
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来源期刊
Physics of Wave Phenomena
Physics of Wave Phenomena PHYSICS, MULTIDISCIPLINARY-
CiteScore
2.50
自引率
21.40%
发文量
43
审稿时长
>12 weeks
期刊介绍: Physics of Wave Phenomena publishes original contributions in general and nonlinear wave theory, original experimental results in optics, acoustics and radiophysics. The fields of physics represented in this journal include nonlinear optics, acoustics, and radiophysics; nonlinear effects of any nature including nonlinear dynamics and chaos; phase transitions including light- and sound-induced; laser physics; optical and other spectroscopies; new instruments, methods, and measurements of wave and oscillatory processes; remote sensing of waves in natural media; wave interactions in biophysics, econophysics and other cross-disciplinary areas.
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