Lie Group Methods in Blind Signal Processing

Lie Group Methods in Blind Signal Processing

This paper deals with the use of Lie group methods to solve optimization problems in blind signal processing (BSP), including Independent Component Analysis (ICA) and Independent Subspace Analysis (ISA). The paper presents the theoretical fundamentals of Lie groups and Lie algebra, the geometry of p...

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Bibliographic Details
Main Authors: Dariusz Mika, Jerzy Jozwik
Format: Article
Language:English
Published: MDPI AG 2020-01-01
Series:Sensors
Subjects:
geometric optimization
independent component analysis
independent subspace analysis
lie groups
lie algebra
toral subalgebra
sensors
Online Access:https://www.mdpi.com/1424-8220/20/2/440

Internet

https://www.mdpi.com/1424-8220/20/2/440

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