EMD: Empirical Mode Decomposition and Hilbert Spectral Analysis

This package carries out empirical mode decomposition and Hilbert spectral analysis. For usage of EMD, see Kim and Oh, 2009 (Kim, D and Oh, H.-S. (2009) EMD: A Package for Empirical Mode Decomposition and Hilbert Spectrum, The R Journal, 1, 40-46).

Author
Donghoh Kim and Hee-Seok Oh
Date of publication
2014-01-31 08:24:07
Maintainer
Donghoh Kim <donghoh.kim@gmail.com>
License
GPL (>= 3)
Version
1.5.7
URLs

View on CRAN

Man pages

cvimpute.by.mean
Imputation by the mean of the two adjacent values
cvtype
Generating test dataset index for cross-validation
emd
Empirical Mode Decomposition
emd2d
Bidimenasional Empirical Mode Decomposition
emddenoise
Denoising by EMD and Thresholding
EMD-internal
Internal EMD Functions
emd.pred
Prediction by EMD and VAR model
extractimf
Intrinsic Mode Function
extractimf2d
Bidimensional Intrinsic Mode Function
extrema
Finding Local Extrema and Zero-crossings
extrema2dC
Finding Local Extrema
hilbertspec
Hilbert Transform and Instantaneous Frequency
imageEMD
Plot of Bidimenasional Empirical Mode Decomposition Result
kospi200
Korea Stock Price Index 200
lena
Gray Lena image
lennon
Gray John Lennon image
semd
Statistical Empirical Mode Decomposition
solar
Solar Irradiance Proxy Data
spectrogram
Spectrogram
sunspot
Sunspot Data

Files in this package

EMD
EMD/inst
EMD/inst/CITATION
EMD/src
EMD/src/extrema2dC.c
EMD/NAMESPACE
EMD/data
EMD/data/kospi200.rda
EMD/data/solar.lean.rda
EMD/data/solar.hs.rda
EMD/data/lena.rda
EMD/data/beryllium.rda
EMD/data/sunspot.rda
EMD/data/datalist
EMD/data/lennon.rda
EMD/R
EMD/R/Hilbert.R
EMD/R/EMD2d.R
EMD/R/EMD1d.R
EMD/MD5
EMD/DESCRIPTION
EMD/man
EMD/man/extrema.Rd
EMD/man/emd.pred.Rd
EMD/man/semd.Rd
EMD/man/emd.Rd
EMD/man/emddenoise.Rd
EMD/man/imageEMD.Rd
EMD/man/cvimpute.by.mean.Rd
EMD/man/emd2d.Rd
EMD/man/solar.Rd
EMD/man/sunspot.Rd
EMD/man/lena.Rd
EMD/man/lennon.Rd
EMD/man/extractimf.Rd
EMD/man/extractimf2d.Rd
EMD/man/kospi200.Rd
EMD/man/EMD-internal.Rd
EMD/man/cvtype.Rd
EMD/man/spectrogram.Rd
EMD/man/hilbertspec.Rd
EMD/man/extrema2dC.Rd