HSVD based signal filter.

Source: R/mrs_data_proc.R

HSVD based signal filter described in: Barkhuijsen H, de Beer R, van Ormondt D. Improved algorithm for noniterative and timedomain model fitting to exponentially damped magnetic resonance signals. J Magn Reson 1987;73:553-557.

hsvd_filt(
  mrs_data,
  xlim = c(-30, 30),
  comps = 40,
  irlba = TRUE,
  max_damp = 10,
  scale = "hz",
  return_model = FALSE
)

Arguments

mrs_data

MRS data to be filtered.

xlim

frequency range to filter, default units are Hz which can be changed to ppm using the "scale" argument.

comps

number of Lorentzian components to use for modelling.

irlba

option to use irlba SVD (logical).

max_damp

maximum allowable damping factor.

scale

either "hz" or "ppm" to set the frequency units of xlim.

return_model

by default the filtered spectrum is returned. Set return_model to TRUE to return the HSVD model of the data.

Value

filtered data or model depending on the return_model argument.