| JADE-package {JADE} | R Documentation |
Blind Source Separation Methods Based on Joint Diagonalization and Some BSS Performance Criteria
Description
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. The package is described in Miettinen, Nordhausen and Taskinen (2017) <doi:10.18637/jss.v076.i02>.
Details
| Package: | JADE |
| Type: | Package |
| Title: | Blind Source Separation Methods Based on Joint Diagonalization and Some BSS Performance Criteria |
| Version: | 2.0-4 |
| Date: | 2023-09-17 |
| Authors@R: | c(person(given = "Klaus", family = "Nordhausen", role = c("aut", "cre"), email = "klausnordhausenR@gmail.com", comment = c(ORCID = "0000-0002-3758-8501")), person(given = "Jean-Francois", family = "Cardoso", role = "aut"), person(given = "Jari", family = "Miettinen", role = "aut", comment = c(ORCID = "0000-0002-3270-7014")), person(given = "Hannu", family = "Oja", role = "aut", comment = c(ORCID = "0000-0002-4945-5976")), person(given = "Esa", family = "Ollila", role = "aut"), person(given = "Sara", family = "Taskinen", role = "aut", comment = c(ORCID = "0000-0001-9470-7258"))) |
| Author: | Klaus Nordhausen [aut, cre] (<https://orcid.org/0000-0002-3758-8501>), Jean-Francois Cardoso [aut], Jari Miettinen [aut] (<https://orcid.org/0000-0002-3270-7014>), Hannu Oja [aut] (<https://orcid.org/0000-0002-4945-5976>), Esa Ollila [aut], Sara Taskinen [aut] (<https://orcid.org/0000-0001-9470-7258>) |
| Maintainer: | Klaus Nordhausen <klausnordhausenR@gmail.com> |
| Imports: | clue, graphics |
| Suggests: | ICS, ICSNP |
| Description: | 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. The package is described in Miettinen, Nordhausen and Taskinen (2017) <doi:10.18637/jss.v076.i02>. |
| License: | GPL (>= 2) |
| LazyData: | true |
| Archs: | x64 |
Index of help topics:
AMUSE AMUSE Method for Blind Source Separation
CPPdata Cocktail Party Problem Data
ComonGAP Comon's Gap
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
Diagonalization and Some BSS Performance
Criteria
MD Minimum Distance index MD
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
SIR Signal to Interference Ratio
SOBI SOBI Method for Blind Source Separation
amari.error Amari Error
bss.components Function to Extract Estimated Sources from an
Object of Class bss
cjd Joint Diagonalization of Complex Matrices
coef.bss Coefficients of a bss Object
djd Function for Joint Diagonalization of k Square
Matrices in a Deflation Based Manner
k_JADE Fast Equivariant k-JADE Algorithm for ICA
multscatter Function to Compute Several Scatter Matrices
for the Same Data
plot.bss Plotting an Object of Class bss
print.bss Printing an Object of Class bss
rjd Joint Diagonalization of Real Matrices
Author(s)
Klaus Nordhausen [aut, cre] (<https://orcid.org/0000-0002-3758-8501>), Jean-Francois Cardoso [aut], Jari Miettinen [aut] (<https://orcid.org/0000-0002-3270-7014>), Hannu Oja [aut] (<https://orcid.org/0000-0002-4945-5976>), Esa Ollila [aut], Sara Taskinen [aut] (<https://orcid.org/0000-0001-9470-7258>)
Maintainer: Klaus Nordhausen <klausnordhausenR@gmail.com>
References
Miettinen, J., Nordhausen, K. and Taskinen, S. (2017), Blind Source Separation Based on Joint Diagonalization in R: The Packages JADE and BSSasymp, Journal of Statistical Software, 76, 1–31, <doi:10.18637/jss.v076.i02>.