Package index • xemd

Time-series records

decomposeTSL(): Decomposition of Time-Series Records
listDecompositions(): Methods of the Record Operation
measureModesTSL(): Metrics of the Modes of Time-Series Records
selectModesTSL(): Selection of the Modes of Time-Series Records
reconstructTSL(): Reconstruction of Time-Series Records from Their Modes

Empirical mode decomposition

decomposeEMD(): Empirical Mode Decomposition

Ensembles

decomposeEEMD(): Ensemble Empirical Mode Decomposition
decomposeCEEMD(): Complementary Ensemble Empirical Mode Decomposition
decomposeCEEMDAN(): Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
decomposeICEEMDAN(): Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise
resiftModes(): Consecutive Post-Processing of Ensemble Modes

Masks

decomposeMaskedEMD(): Masked Empirical Mode Decomposition
estimateMaskFrequency(): Mask Frequency of the 2005 Masking
decomposeIteratedMaskedEMD(): Iterated Masking Empirical Mode Decomposition

TVF-EMD

decomposeTVFEMD(): Time-Varying Filter Empirical Mode Decomposition

VMD and variants

decomposeVMD(): Variational Mode Decomposition
decomposeSVMD(): Successive Variational Mode Decomposition

Multichannel

decomposeBEMD(): Bivariate Empirical Mode Decomposition
decomposeMEMD(): Multivariate Empirical Mode Decomposition
decomposeNAMEMD(): Noise-Assisted Multivariate Empirical Mode Decomposition
decomposeMVMD(): Multivariate Variational Mode Decomposition

LMD and iterative filtering

decomposeLMD(): Local Mean Decomposition
decomposeIF(): Iterative Filtering

EWT and synchrosqueezing

decomposeEWT(): Empirical Wavelet Transform
transformSST(): Synchrosqueezed Wavelet Transform
extractSSTModes(): Components Along the Ridges of a Synchrosqueezed Transform

Analytic signal and measures

computeInstantaneousAttributes(): Instantaneous Amplitude, Phase and Frequency
measureOrthogonality(): Inner Products and Cosines Between Components
measurePMSI(): Pseudo-Mode Splitting Index
measureQRF(): Quality of Reconstruction Factor
measureFCF(): Fault Correlation Factor of Modes
measureDTW(): Dynamic Time Warping Distance of Modes
selectModesEnergy(): Selection of Modes by Energy

Diagnosis and spectrum

assessIMF(): Intrinsic Mode Function Conditions
assessWhiteNoise(): White-Noise Significance Test of Modes
assessFractionalNoise(): Fractional Gaussian Noise Test of Intrinsic Mode Functions
measureDispersion(): Dispersion of Ensemble Members
buildHilbertSpectrum(): Hilbert Spectrum by Frequency Cells

Module

describeModule(): Identity of the Installed Module
listOperations(): Exported Operations and Their Arguments