JADE: Blind Source Separation Methods Based on Joint Diagonalization and Some BSS Performance Criteria

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Cardoso's JADE algorithm as well as his functions for joint diagonalization are ported to R. Also several other blind source separation (BSS) methods, like AMUSE and SOBI, and some criteria for performance evaluation of BSS algorithms, are given.

Author
Klaus Nordhausen, Jean-Francois Cardoso, Jari Miettinen, Hannu Oja, Esa Ollila, Sara Taskinen
Date of publication
2015-08-14 20:13:30
Maintainer
Klaus Nordhausen <klaus.nordhausen@utu.fi>
License
GPL (>= 2)
Version
1.9-93

View on CRAN

Man pages

amari.error
Amari Error
AMUSE
AMUSE Method for Blind Source Separation
bss.components
Function to Extract Estimated Sources from an Object of Class...
cjd
Joint Diagonalization of Complex Matrices
coef.bss
Coefficients of a bss Object
ComonGAP
Comon's Gap
djd
Function for Joint Diagonalization of k Square Matrices in a...
FG
Joint Diagonalization of Real Positive-definite Matrices
FOBI
Function to perform FOBI for ICA
JADE
JADE Algorithm for ICA
JADE-package
Blind Source Separation Methods Based on Joint...
k_JADE
Fast Equivariant k-JADE Algorithm for ICA
MD
Minimum Distance index MD
multscatter
Function to Compute Several Scatter Matrices for the Same...
NSS.JD
NSS.JD Method for Nonstationary Blind Source Separation
NSS.SD
NSS.SD Method for Nonstationary Blind Source Separation
NSS.TD.JD
NSS.TD.JD Method for Nonstationary Blind Source Separation
plot.bss
Plotting an Object of Class bss
print.bss
Printing an Object of Class bss
rjd
Joint Diagonalization of Real Matrices
SIR
Signal to Interference Ratio
SOBI
SOBI Method for Blind Source Separation

Files in this package

JADE
JADE/inst
JADE/inst/ChangeLog
JADE/inst/doc
JADE/inst/doc/JADE-BSSasymp.pdf
JADE/inst/doc/JADE-BSSasymp.Rnw
JADE/inst/vignette
JADE/inst/vignette/Ex2data.png
JADE/inst/vignette/Ex2sources.png
JADE/inst/vignette/JADE-BSSasymp.Rnw
JADE/inst/vignette/ECGjade.pdf
JADE/inst/vignette/JADE-references.bib
JADE/inst/vignette/ECGdata.pdf
JADE/inst/vignette/JADEsimfig2.pdf
JADE/src
JADE/src/cJADE.cpp
JADE/NAMESPACE
JADE/R
JADE/R/FOBI.R
JADE/R/SIR.R
JADE/R/JADE.R
JADE/R/rjd.R
JADE/R/ComonGAP.R
JADE/R/AMUSE.R
JADE/R/internals.R
JADE/R/k_JADE.R
JADE/R/frjd.R
JADE/R/amari.error.R
JADE/R/rjd.fortran.R
JADE/R/multscatter.R
JADE/R/MD.R
JADE/R/FG.R
JADE/R/SOBI.R
JADE/R/NSSTDJD.R
JADE/R/NSSSD.R
JADE/R/cjd.R
JADE/R/djd.R
JADE/R/NSSJD.R
JADE/vignettes
JADE/vignettes/Ex2data.png
JADE/vignettes/Ex2sources.png
JADE/vignettes/JADE-BSSasymp.Rnw
JADE/vignettes/ECGjade.pdf
JADE/vignettes/JADE-references.bib
JADE/vignettes/ECGdata.pdf
JADE/vignettes/JADEsimfig2.pdf
JADE/MD5
JADE/build
JADE/build/vignette.rds
JADE/DESCRIPTION
JADE/man
JADE/man/bss.components.Rd
JADE/man/AMUSE.Rd
JADE/man/MD.Rd
JADE/man/FOBI.Rd
JADE/man/plot.bss.Rd
JADE/man/rjd.Rd
JADE/man/FG.Rd
JADE/man/JADE-package.Rd
JADE/man/NSS.SD.Rd
JADE/man/SIR.Rd
JADE/man/k_JADE.Rd
JADE/man/NSS.TD.JD.Rd
JADE/man/djd.Rd
JADE/man/NSS.JD.Rd
JADE/man/SOBI.Rd
JADE/man/multscatter.Rd
JADE/man/print.bss.Rd
JADE/man/amari.error.Rd
JADE/man/JADE.Rd
JADE/man/cjd.Rd
JADE/man/ComonGAP.Rd
JADE/man/coef.bss.Rd