Added functionality to better handle divide by zero error when taking log10.

这个提交包含在:
Craig Warren
2017-10-11 10:24:51 +01:00
父节点 e346b17cec
当前提交 e351a5fde8
共有 7 个文件被更改,包括 75 次插入29 次删除

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@@ -27,8 +27,6 @@ from gprMax.exceptions import CmdInputError
from gprMax.utilities import round_value
from gprMax.waveforms import Waveform
np.seterr(divide='ignore')
def check_timewindow(timewindow, dt):
"""Checks and sets time window and number of iterations.
@@ -105,27 +103,41 @@ def mpl_plot(w, timewindow, dt, iterations, fft=False):
# Calculate pulse width for gaussian
if w.type == 'gaussian':
powerdrop = -3 # dB
start = np.where((10 * np.log10(waveform / np.amax(waveform))) > powerdrop)[0][0]
stop = np.where((10 * np.log10(waveform[start:] / np.amax(waveform))) < powerdrop)[0][0] + start
with np.errstate(divide='ignore'): # Ignore warning from taking a log of any zero values
startpower = 10 * np.log10(waveform / np.amax(waveform))
stopower = 10 * np.log10(waveform[start:] / np.amax(waveform))
# Replace any NaNs or Infs from zero division
startpower[np.invert(np.isfinite(startpower))] = 0
stopower[np.invert(np.isfinite(stopower))] = 0
start = np.where(startpower > powerdrop)[0][0]
stop = np.where(stopower < powerdrop)[0][0] + start
print('Pulse width at {:d}dB, i.e. full width at half maximum (FWHM): {:g} s'.format(powerdrop, time[stop] - time[start]))
print('Time window: {:g} s ({} iterations)'.format(timewindow, iterations))
print('Time step: {:g} s'.format(dt))
if fft:
# Calculate magnitude of frequency spectra of waveform
power = 10 * np.log10(np.abs(np.fft.fft(waveform))**2)
# Calculate magnitude of frequency spectra of waveform (ignore warning from taking a log of any zero values)
with np.errstate(divide='ignore'): #
power = 10 * np.log10(np.abs(np.fft.fft(waveform))**2)
# Replace any NaNs or Infs from zero division
power[np.invert(np.isfinite(power))] = 0
# Frequency bins
freqs = np.fft.fftfreq(power.size, d=dt)
# Shift powers so that frequency with maximum power is at zero decibels
power -= np.amax(power)
# Set plotting range to 4 times centre frequency of waveform
if w.type == 'user':
fmaxpower = np.where(power == 0)[0][0]
w.freq = freqs[fmaxpower]
print('Centre frequency: {:g} Hz'.format(w.freq))
# Set plotting range to 4 times centre frequency of waveform
pltrange = np.where(freqs > 4 * w.freq)[0][0]
pltrange = np.s_[0:pltrange]