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APPLICATION OF FREQUENCY-DOMAIN INTRINSIC COMPONENT DECOMPOSITION IN SHALLOW WATER ACOUSTICS

机译:频域内在组件分解在浅水声学中的应用

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Acoustic signals propagating through shallow water usually present dispersive and multimodal characteristics. Traditional methods usually characterize the dispersion relationship in time-frequency domain or frequency-wavenumber domain based on arrays of hydrophones. Recently, some methods have been proposed to reduce cost with a single hydrophone configuration. In this context, we focus on the single-receiver case. To extract each mode from the received signal, the frequency-domain intrinsic component decomposition method is applied. Specifically, a parameterized model is built first to demodulate both the source phase and the modal phase in frequency domain. Then the amplitude is modeled as Fourier series and the coefficients are obtained by solving linear equations. With the estimated phase and amplitude, we can easily separate and reconstruct each mode. Since the source phase is also demodulated in our study, we can handle other sound sources (e.g., the chirp source), apart from the common impulse source. Both simulated and experimental examples are provided to verify the effectiveness of our method.
机译:传播通过浅水的声学信号通常存在分散和多模式特性。传统方法通常基于流水机阵列表征时频域或频率 - 波数域中的色散关系。最近,已经提出了一些方法以降低单个水听的配置。在这种情况下,我们专注于单接收器案例。为了从接收信号中提取每个模式,施加频域内在组件分解方法。具体地,首先构建参数化模型以解调频域中的源极相位和模态阶段。然后,振幅被建模为傅里叶系列,并且通过求解线性方程来获得系数。利用估计的相位和幅度,我们可以容易地分离和重建每个模式。由于源阶段也在我们的研究中解调,我们可以除了常见的脉冲源之外处理其他声源(例如,啁啾源)。提供模拟和实验示例都提供了验证我们方法的有效性。

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