γ酮滤波器的精确离散时间实现

Elizabeth Ren, Hans-Andrea Loeliger
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引用次数: 0

摘要

本文导出了一种精确的离散时间状态空间实现的流行伽玛酮滤波器。在文献中似乎没有这样的认识。提出的实现在计算上是有吸引力的:一个指数为N的伽玛酮滤波器每个样本需要少于6N次乘法和加法。实现的整数系数可以通过简单的递归计算得到。提出的实现还产生了频率响应的封闭形式表达式。所提出的主要实现并不完全是标准形式,但它很容易转换为另一种实现,其状态转移矩阵是乔丹规范形式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Exact Discrete-time Realizations of the Gammatone Filter
The paper derives an exact discrete-time state space realization of the popular gammatone filter. No such realization appears to be available in the literature. The proposed realization is computationally attractive: a gammatone filter with exponent N requires less than 6N multiplications and additions per sample. The integer coefficients of the realization can be computed by a simple recursion. The proposed realization also yields a closed-form expression for the frequency response. The proposed primary realization is not quite in a standard form, but it is easily transformed into another realization whose state transition matrix is in Jordan canonical form.
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