Learn R Programming

Rlibeemd (version 1.4.3)

Ensemble Empirical Mode Decomposition (EEMD) and Its Complete Variant (CEEMDAN)

Description

An R interface for libeemd (Luukko, Helske, Räsänen, 2016) , a C library of highly efficient parallelizable functions for performing the ensemble empirical mode decomposition (EEMD), its complete variant (CEEMDAN), the regular empirical mode decomposition (EMD), and bivariate EMD (BEMD). Due to the possible portability issues CRAN version no longer supports OpenMP, you can install OpenMP-supported version from GitHub: .

Copy Link

Version

Install

install.packages('Rlibeemd')

Monthly Downloads

561

Version

1.4.3

License

GPL-3

Maintainer

Jouni Helske

Last Published

September 5th, 2023

Functions in Rlibeemd (1.4.3)

bemd

Bivariate EMD decomposition
extrema

Local Extrema of Time Series
Rlibeemd

Rlibeemd: Ensemble empirical mode decomposition (EEMD) and its complete variant (CEEMDAN)
nIMFs

Number of IMFs
emd

EMD decomposition
ceemdan

CEEMDAN decomposition
float

Float Data The data are a position record from an acoustically tracked subsurface oceanographic float, used as an example data in Rilling et al (2007).
eemd

EEMD Decomposition
ECG

Electrocardiogram Data Example ECG data from MIT-BIH Normal Sinus Rhythm Database, ECG1 of record 16265, first 2049 observations (0 to 16 seconds with sampling interval of 0.0078125 seconds)