Chrono simulation

This class includes the following methods:

chrono_simulation.add_noise(signal, snr_db)
chrono_simulation.simulate_protocol(file_name, folder, sampling_frequency='H', cycle_days=[], activity_period=[], signal_type='sine', noise=False, snr_db=20, only_positive=True, remove_file=False)

Simulate a protocol

Parameters:

  • file_name (str) – The name of the file

  • folder (str) – The folder where the file will be saved

  • sampling_frequency (str) – The sampling frequency of the protocol in pandas format (e.g. ‘30T’ for 30 minutes), defaults to ‘H’

  • activity_period (int) – The period of the sin curve (in hours), defaults to 24

  • signal_type (str) – The type of the signal (sine, square, sawtooth), defaults to ‘sine’.

  • noise (bool) – If True, noise will be added to the signal, defaults to None

  • snr_db (float) – The signal to noise ratio in dB, defaults to 0.1

  • remove_file (bool) – If True, the file will be removed if it already exists, defaults to False

Returns:

The simulated activity data

Return type:

list