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JADE (version 1.1-0)

JADE and other BSS methods as well as some BSS performance criteria

Description

The package ports JF Cardoso's JADE algorithm as well as his function for joint diagonalization. There are also several other blind source separation (BSS) methods like AMUSE and SOBI as well as some criteria for performance evaluation of BSS algorithms.

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Version

Install

install.packages('JADE')

Monthly Downloads

4,575

Version

1.1-0

License

GPL (>= 2)

Maintainer

Klaus Nordhausen

Last Published

February 14th, 2012

Functions in JADE (1.1-0)

JADE

JADE algorithm for ICA
SIR

Signal to Interference Ratio
djd

Function for Joint Diagonalization of k Square Matrices in a Deflation Based Manner
MD

Minimum Distance index MD
SOBI

SOBI Method for Blind Source Separation
plot.bss

Plotting an Object of Class bss
rjd

Joint Diagonalization of Real Matrices
JADE-package

JADE and other BSS methods as well as some BSS performance criteria
print.bss

Printing an Object of Class bss
coef.bss

Coefficients of a bss Object
ComonGAP

Comon's Gap
multscatter

Function to Compute Several Scatter Matrices for the Same Data
AMUSE

AMUSE Method for Blind Source Separation
amari.error

Amari Error
bss.components

Function to Extract Estimated Sources from an Object of Class bss