lasp/test/bandpass_test_1.py

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#!/usr/bin/env python3
# -*- coding: utf-8 -*-
"""!
Author: J.A. de Jong - ASCEE
"""
import numpy as np
from lasp.filter.bandpass_limits import (third_octave_band_limits,
octave_band_limits, G, fr)
from lasp.filter.bandpass_fir import ThirdOctaveBankDesigner, \
OctaveBankDesigner
import matplotlib.pyplot as plt
# Adjust these settings
b = 1 # or three
zoom = False # or True
if b == 3:
bands = ThirdOctaveBankDesigner()
elif b == 1:
bands = OctaveBankDesigner()
else:
raise ValueError('b should be 1 or 3')
for x in bands.xs:
fig = plt.figure()
ax = fig.add_subplot(111)
fs = 48000.
dec = np.prod(bands.decimation(x))
fd = fs/dec
fc = fd/2/1.4
freq = np.logspace(np.log10(1), np.log10(fd), 5000)
H = bands.freqResponse(fs, x, freq)
dBH = 20*np.log10(np.abs(H))
ax.semilogx(freq, dBH)
if b == 1:
freq, ulim, llim = octave_band_limits(x)
else:
freq, ulim, llim = third_octave_band_limits(x)
ax.semilogx(freq, llim)
ax.semilogx(freq, ulim)
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ax.set_title(f'x = {x}, fnom = {bands.nominal_txt(x)}')
if zoom:
ax.set_xlim(bands.fl(x)/1.1, bands.fu(x)*1.1)
ax.set_ylim(-15, 1)
else:
ax.set_ylim(-75, 1)
ax.set_xlim(10, fd)
ax.axvline(fd/2)
if dec > 1:
ax.axvline(fc, color='red')
ax.legend(['Filter frequency response',
'Lower limit from standard',
'Upper limit from standard',
'Nyquist frequency after decimation',
'Decimation filter cut-off frequency'], fontsize=8)
plt.show()