lle (version 1.1)

lle_rectangular: Example on a rectangular signal.

Description

A rectangular signal with variable width and distance is generated and analysed (see figure). Every sample has dimension $n=500$. In the example $N$ samples are generated, that only differ by the two parameters width and distance. As a result it can be seen that the data can be embedded from a 500- into a 2-dimensional space which's limits are specified by the limits of the two parameters. rect.png

Usage

lle_rectangular(N = 40, k = 5, v = 0.9)

Arguments

N

number of samples.

k

number of neighbours. See lle.

v

threshold parameter for intrinsic dimension. See lle.

Examples

    ## Not run: 
# 	lle_rectangular()
# 	lle_rectangular( 30, 10, 0.8 ) \
#     ## End(Not run)