A Normalized Adaptive Filtering Algorithm Based on Geometric Algebra

A Normalized Adaptive Filtering Algorithm Based on Geometric Algebra

In this paper, we extend the original Normalized Least Mean Fourth (NLMF) and Normalized Least Mean Square (NLMS) adaptive filtering algorithms into Geometric Algebra (GA) space to enable them to process multidimensional signals. We redefine the cost functions and propose the GA based NLMF and NLMS...

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Bibliographic Details
Main Authors: Rui Wang, Meixiang Liang, Yinmei He, Xiangyang Wang, Wenming Cao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Geometric algebra
normalized least mean fourth
normalized least mean square
adaptive filters
Online Access:https://ieeexplore.ieee.org/document/9091885/

Internet

https://ieeexplore.ieee.org/document/9091885/

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