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VMDecomp  

Variational Mode Decomposition
View on CRAN: Click here


Download and install VMDecomp package within the R console
Install from CRAN:
install.packages("VMDecomp")

Install from Github:
library("remotes")
install_github("cran/VMDecomp")

Install by package version:
library("remotes")
install_version("VMDecomp", "1.0.1")



Attach the package and use:
library("VMDecomp")
Maintained by
Lampros Mouselimis
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-06-09
Latest Update: 2022-07-04
Description:
'RcppArmadillo' implementation for the Matlab code of the 'Variational Mode Decomposition' and 'Two-Dimensional Variational Mode Decomposition'. For more information, see (i) 'Variational Mode Decomposition' by K. Dragomiretskiy and D. Zosso in IEEE Transactions on Signal Processing, vol. 62, no. 3, pp. 531-544, Feb.1, 2014, <doi:10.1109/TSP.2013.2288675>; (ii) 'Two-Dimensional Variational Mode Decomposition' by Dragomiretskiy, K., Zosso, D. (2015), In: Tai, XC., Bae, E., Chan, T.F., Lysaker, M. (eds) Energy Minimization Methods in Computer Vision and Pattern Recognition. EMMCVPR 2015. Lecture Notes in Computer Science, vol 8932. Springer, <doi:10.1007/978-3-319-14612-6_15>.
How to cite:
Lampros Mouselimis (2022). VMDecomp: Variational Mode Decomposition. R package version 1.0.1, https://cran.r-project.org/web/packages/VMDecomp. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2022-06-09 15:50)
Other packages that cited VMDecomp R package
View VMDecomp citation profile
Other R packages that VMDecomp depends, imports, suggests or enhances
Complete documentation for VMDecomp
Functions, R codes and Examples using the VMDecomp R package
Some associated functions: arrhythmia . compute_elapsed_time . estimate_k_modes . inner_elapsed_time . vmd . 
Some associated R codes: RcppExports.R . VMDecomp.R . data.R . elapsed_time.R . estimate_K.R . vmdr.R .  Full VMDecomp package functions and examples
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