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Biorthonormal expansion in signal spaces composed of spline functions

机译:由样条函数组成的信号空间的双正交展开

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The authors derive the biorthonormal basis of the spline sampling basis to complete the biorthonormal expansion formula in the signal space composed of spline functions. This makes it possible to obtain an operator that evaluates the expansion coefficients as inner products of a given signal with the biorthonormal basis. It is also shown that to sample a signal by using the biorthonormal basis is to obtain sample values of a spline function that approximates the signal in the least mean squares sense. It is noted that one of the applications for the biorthonormal basis is to use it as an impulse response for approximation of waveforms or figures.
机译:作者推导了样条采样基础的双正交标准,以完成由样条函数组成的信号空间中的双正交扩展公式。这使得可以获得运算符,该运算符以生物正交标准为基础来评估作为给定信号的内积的膨胀系数。还显示出,通过使用双正交法对信号采样是获得样条函数的采样值,该样条函数的采样值在最小均方意义上近似。应当指出,双正交法的应用之一是将其用作近似波形或图形的脉冲响应。

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