is.simp.emd: Tests for simplified EMD

In DecomposeR: Empirical Mode Decomposition for Cyclostratigraphy

Tests for simplified EMD

Description

Tests whether each column of a matrix is an alternation of -minima zero-crossing maxima zero-crossing-

Usage

is.simp.emd(xy)

Arguments

xy	a vector or matrix of values to test

Examples

xytest1 <- c(0.5, 1,-1,-0.85,-0.5,-1,-0.5,-1,1,0.5,0,-1,0,
             1,-1,0,1,2,-2,1,2,1,3,0,-1,-1,3,0)

xytest2 <- c(0, 1,-1,-0.85,-0.5,-1,-0.5,-1,1,0.5,0,0,
             1,1,1,1,2,-2,1,2,1,3,0,-1,-1,3,0)

dat1 <- simp.emd(m = xytest1, dt = 1:length(xytest1))

dat2 <- simp.emd(m = xytest2, dt = 1:length(xytest2))

is.simp.emd(dat1$xy)

is.simp.emd(dat2$xy)

# There is a problem when two maxima or minima are separeted by a point at 0
# that does not cross any further, creating a false simplified IMF. THis is
# not considered as a simplified IMF by this function. However this scenario
# should be very rare in EMDs, but you never really know.

DecomposeR documentation built on Feb. 16, 2023, 9:50 p.m.