ipfTransform: Transform function

In ipft: Indoor Positioning Fingerprinting Toolset

Description

Transforms the RSSI (Received Signal Strength Intensity) data to positive or exponential values

Usage

ipfTransform(data, outRange = c(0, 1), outNoRSSI = 0, inRange = NULL,
  inNoRSSI = 0, trans = "scale", base = exp(1), alpha = 24)

Arguments

data	a vector, matrix or data frame containing the RSSI vectors
outRange	the desired range for the output RSSI data.
outNoRSSI	value desired in the RSSI output data to represent a not detected AP.
inRange	a vector containing the range of the RSSI value from the initial data
inNoRSSI	value used in the RSSI data to represent a not detected AP.
trans	the transformation to perform, 'scale' or 'exponential'
base	base for the 'exponential' transformation
alpha	alpha parameter for the 'exponential' transformation

Value

This function returns a vector, matrix or data frame containing the transformed data

Examples

    trainRSSI <- ipftrain[,1:168]
    ipfTransform(trainRSSI, inRange = c(-100, 0), outRange = c(1, 100),
                 inNoRSSI = NA, outNoRSSI = 0)

ipft documentation built on May 2, 2019, 7:23 a.m.