基于LASSO调整非零系数个数的FIR滤波器设计方法

2021 International Conference on Computer, Information and Telecommunication Systems (CITS) Pub Date : 2021-11-11 DOI:10.1109/CITS52676.2021.9618507

Clemens Klöck

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引用次数: 0

摘要

本文提出了一种新的FIR滤波器设计算法。该算法为设计者提供了一组在理想滤波器特性近似和非零元素数量上不同的滤波器。设计人员可以根据提出的滤波器选择标准选择滤波器，该滤波器适合于近似值以及处理能力和存储容量之间的权衡。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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FIR Filter Design Method Based on LASSO to Adjust the Number of Non-zero Coefficients

In this document a new FIR filter design algorithm is proposed. The algorithm gives the designer a set of filters which differ in the approximation of the ideal filter characteristic and the number of none-zero elements. The designer can choose a filter based on proposed filter selection criteria which filter is suitable for the tradeoff between approximation as well as processing power and storage capacity.

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2021 International Conference on Computer, Information and Telecommunication Systems (CITS)

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