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A Curve Fitting Approach for Fast Calculations of Spatial Impulse Responses

机译:快速计算空间脉冲响应的曲线拟合方法

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A new approach for calculating approximations of spatial impulse responses (SIRs) of transducers of arbitrary shape is proposed. It is based on the observation that SIRs of most practical transducer shapes can be well described as piecewise smooth functions which can be well approximated by standard function approximation tools. In this paper, discrete orthogonal Legendre polynomials are used as base functions in the approximation. A two-stage approach is used. In the first stage, SIRs for a set of training points are calculated using numerical techniques and polynomial coefficients are extracted for the segments in these SIRs. The curve shapes of the segments of SIRs for arbitrary observation points are recovered using polynomial coefficients that are interpolated from coefficients of corresponding segments in the training set. The SIRs calculated using the method show good agreement with those obtained from numerical integration and the calculation time can, depending on the geometry of the transducer, be reduced significantly.
机译:提出了一种计算任意形状换能器的空间脉冲响应(SIRS)的新方法。它基于观察结果,即大多数实际传感器形状的SIR可以很好地描述为分段平滑功能,这可以通过标准函数近似工具很好地近似。在本文中,离散的正交图例多项式用作近似的基本函数。使用两阶段方法。在第一阶段,使用数值技术计算一组训练点的SIR,并且在这些SIR中提取多项式系数。使用从训练集中的相应段的系数内插的多项式系数来恢复任意观察点的SiR的曲线形状。使用该方法计算的SIRs与数字集成获得的SIR显示出良好的一致性,并且根据换能器的几何形状,计算时间可以显着降低。

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