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Design of polynomial-based digital interpolation filters based on Chebyshev polynomials

机译:基于切比雪夫多项式的基于多项式的数字插值滤波器的设计

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Polynomial-based digital filter is a very effective tool for realization of the programmable digital filters. The fundamental concept for the polynomial filters is to express their impulse response, or filter coefficients as a piecewise polynomial function of the parameters that have to be adjusted, resulting in an efficient realization, so called the Farrow structure. In this contribution, Chebyshev polynomials are used as basis functions to construct a piecewise polynomial impulse response. The polynomial coefficients can be optimized directly in the frequency domain. The minimax optimization method is generalized and modified in order to design polynomial-based interpolation filters based on Chebyshev polynomials. We show that the performance of polynomial based filter in frequency domain cannot be changed whatever polynomial kernel is used.
机译:基于多项式的数字滤波器是实现可编程数字滤波器的非常有效的工具。多项式滤波器的基本概念是将其脉冲响应或滤波器系数表示为必须调整的参数的分段多项式函数,从而实现有效的实现,即所谓的Farrow结构。在这一贡献中,Chebyshev多项式被用作构造分段多项式脉冲响应的基函数。多项式系数可以直接在频域中优化。为了设计基于Chebyshev多项式的基于多项式的插值滤波器,对minimax优化方法进行了概括和修改。我们表明,无论使用多项式内核,基于多项式的滤波器在频域中的性能都无法改变。

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