Padasip: An open-source Python']Python toolbox for adaptive filtering

被引：3

作者：

Cejnek, Matous ^{[1
]}

Vrba, Jan ^{[2
]}

机构：

[1] Czech Tech Univ, Dept Instrumentat & Control Engn, Fac Mech Engn, Ctr Adv Aerosp Technol, Tech St 4, Prague 6, Czech Republic

[2] Univ Chem & Technol, Fac Chem Engn, Dept Comp & Control Engn, Tech 5, Prague 16628, Czech Republic

来源：

JOURNAL OF COMPUTATIONAL SCIENCE | 2022年 / 65卷

关键词：

Signal processing; Adaptive filter; !text type='Python']Python[!/text; NLMS ALGORITHM;

D O I：

10.1016/j.jocs.2022.101887

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Padasip is an open source software toolbox for adaptive filtering, implemented in Python. Adaptive filtering is a crucial part of today's signal processing in many fields. The most common adaptive filters and various useful utility functions are featured in Padasip. The toolbox is fast and usable for researchers with limited knowledge of Python programming and adaptive filtering. The proposed Python package is fully documented with minimal working examples and a showcase of more complex workflows. In recent years, Padasip has become a toolbox comparable to other state-of-the-art adaptive filtering libraries in other programming languages and commercial platforms.

引用

页数：9

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