weightedGaussian {serrsBayes}

Compute the spectral signature using Gaussian peaks.

Description

Calculates the value of the squared exponential radial basis function at the given wavelengths, given the parameters of the peaks. This function is thread-safe.

Usage

weightedGaussian(location, scale, amplitude, wavelengths)

Arguments

location

Vector of location parameters of the peaks (mean).

scale

Vector of scale parameters of the peaks (standard deviation).

amplitude

Vector of amplitudes of the peaks.

wavelengths

Vector of wavenumbers at which to compute the function.

Value

The value of the Gaussian function at the given wavelengths.

Examples

  Cal_V <- seq(300,400,by=5)
  loc <- c(320,350,375)
  sca <- c(10,5,18)
  amp <- c(1000,5000,2000)
  weightedGaussian(loc,sca,amp,Cal_V)