Source code for aurora.time_series.frequency_domain_helpers

import numpy as np


[docs]def get_fft_harmonics(samples_per_window, sample_rate, one_sided=True): """ Works for odd and even number of points. Does not return Nyquist, does return DC component Could be midified with kwargs to support one_sided, two_sided, ignore_dc ignore_nyquist, and etc. Could actally take FrequencyBands as an argument if we wanted as well. Parameters ---------- samples_per_window sample_rate Returns ------- """ n_fft_harmonics = int(samples_per_window / 2) # no bin at Nyquist, harmonic_frequencies = np.fft.fftfreq(samples_per_window, d=1.0 / sample_rate) harmonic_frequencies = harmonic_frequencies[0:n_fft_harmonics] return harmonic_frequencies