Multisignal Analysis

Multivariate signals, multisignal PCA

Analyze multivariate signals using wavelet transforms and principal component analysis.

Functions

`dwpt`	Wavelet packet 1-D transform (Since R2020a)
`idwpt`	Inverse wavelet packet 1-D transform (Since R2020a)
`mdwtdec`	Multisignal 1-D wavelet decomposition
`mdwtrec`	Multisignal 1-D wavelet reconstruction
`mdwtcluster`	Multisignals 1-D clustering
`mswcmp`	Multisignal 1-D compression using wavelets
`mswcmpscr`	Multisignal 1-D wavelet compression scores
`mswcmptp`	Multisignal 1-D compression thresholds and performances
`mswthresh`	Perform multisignal 1-D thresholding
`wdecenergy`	Multisignal 1-D decomposition energy distribution
`wdenoise`	Wavelet signal denoising
`wmspca`	Multiscale principal component analysis

Topics

Multisignal Critically Sampled DWT

1-D Multisignal Analysis
Analyze, compress, and denoise multivariate correlated time series data.
Wavelet Multiscale Principal Components Analysis
Approximate a multivariate signal using principal component analysis.