import numpy as np from . import sampling as smp from .sampler import Sampler class Digitizer(Sampler): """ Digitizer that takes in a signal and resamples and quantises the signal. """ def __init__(self, resolution=0.1, sampling_frequency=None): """ Parameters ########## resolution - float Resolution of the digitizer sampling_frequency - float Frequency this digitizer will sample a signal """ super().__init__(sampling_frequency) self.resolution = resolution def digitise(self, signal, signal_sample_frequency=None): """ Digitize signal according to the specs of this digitizer. Effectively resamples signal """ signal = np.asarray(signal) return smp.quantise( self.sample(signal, signal_sample_frequency), self.resolution )