二维逆源问题的多频角谱矩量法
Multi-frequency angular spectrum method of moments for two-dimensional inverse source problem
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摘要: 基于Fourier变换, 推导了二维Helmholtz方程逆源问题的角谱方程及其离散模型, 通过将空间域的二维逆源问题转换为一维Fourier域的逆源问题, 借助一维矩量法计算Fourier域的源强角谱向量, 然后利用离散Fourier逆变换, 提出了用于重建二维Helmholtz方程逆源问题的多频角谱矩量法。通过优化激励波数序列提高该方法的重建精度与稳定性。仿真计算表明, 多频角谱矩量法具有较高的重建精度和抗噪声能力, 同时还可根据声学传感器的有效频段设计重建模型, 使其达到最高分辨率。另外, 由于所提方法的系数矩阵计算与源强函数分布无关且无需正则化处理, 在确定所需源强分布区域尺寸和分辨率的情况下, 系数矩阵经计算并保存后, 即可根据不同的声压检测数据重建感兴趣区域对应的源强函数, 具有较高的计算精度和效率。Abstract: Based on Fourier transform, the angular spectrum equation and its discrete model of the inverse source problem of the two-dimensional Helmholtz equation are derived. By transforming the two-dimensional inverse source problem in the spatial domain into the inverse source problem in the one-dimensional Fourier domain, the source intensity angular spectrum vector in the Fourier domain is calculated by the one-dimensional method of moments. Then, using the discrete Fourier inverse transform, a multi-frequency angular spectrum method of moments is proposed to reconstruct the inverse source problem of the two-dimensional Helmholtz equation. The reconstruction accuracy and stability of this method are improved by optimizing the excitation wavenumber sequence. Simulation calculations show that the multi-frequency angular spectrum method of moments has high reconstruction accuracy and anti-noise ability, and can also design the reconstruction model according to the effective frequency band of the acoustic sensor to achieve the highest resolution. In addition, since the calculation of the coefficient matrix of the proposed method is independent of the distribution of the source intensity function and does not require regularization processing, when the size and resolution of the required source intensity distribution area are determined, after the coefficient matrix is calculated and saved, the source intensity function corresponding to the region of interest can be reconstructed according to different sound pressure detection data, with high calculation accuracy and efficiency.