Recognise ADL activities in a raw recording

Windows a raw tri-axial signal, extracts adlFeatures() and classifies each window with a trained trainADL() model, giving the activity per window.

Usage

recognizeADL(
  model,
  accel,
  sampling_rate,
  window_sec = model$window_sec,
  overlap = model$overlap
)

Arguments

model

an adl_model.

accel

an n x 3 acceleration matrix (g units).

sampling_rate

sampling rate in Hz.

window_sec, overlap

window settings (default: the model's).

Value

a data.frame with window, start_sec, end_sec and activity.

See also

adlBudget(), adlToICF()