From a456c7f6dca56301e3f233baa4bf6573dd0e7e1b Mon Sep 17 00:00:00 2001 From: craig-warren Date: Thu, 7 Jan 2016 22:41:38 +0000 Subject: [PATCH] Initial implementation of s11 parameter calculation and plotting. --- tools/plot_s11.py | 102 ++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 102 insertions(+) create mode 100644 tools/plot_s11.py diff --git a/tools/plot_s11.py b/tools/plot_s11.py new file mode 100644 index 00000000..020745fb --- /dev/null +++ b/tools/plot_s11.py @@ -0,0 +1,102 @@ +# Copyright (C) 2015: The University of Edinburgh +# Authors: Craig Warren and Antonis Giannopoulos +# +# This file is part of gprMax. +# +# gprMax is free software: you can redistribute it and/or modify +# it under the terms of the GNU General Public License as published by +# the Free Software Foundation, either version 3 of the License, or +# (at your option) any later version. +# +# gprMax is distributed in the hope that it will be useful, +# but WITHOUT ANY WARRANTY; without even the implied warranty of +# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +# GNU General Public License for more details. +# +# You should have received a copy of the GNU General Public License +# along with gprMax. If not, see . + +import argparse +import h5py +import numpy as np +np.seterr(divide='ignore', invalid='ignore') +import matplotlib.pyplot as plt + +from gprMax.exceptions import CmdInputError + +"""Plots the s11 scattering parameter (input port voltage reflection coefficient) from an output file containing a transmission line source.""" + +# Parse command line arguments +parser = argparse.ArgumentParser(description='Plots the s11 scattering parameter (input port voltage reflection coefficient) from an output file containing a transmission line source.', usage='cd gprMax; python -m tools.plot_s11 outputfile') +parser.add_argument('outputfile', help='name of output file including path') +args = parser.parse_args() + +# Open output file and read some attributes +file = args.outputfile +f = h5py.File(file, 'r') +dt = f.attrs['dt'] +iterations = f.attrs['Iterations'] +time = np.arange(0, dt * iterations, dt) +time = time / 1e-9 + +path = '/tls/tl1/' +Vinc = f[path + 'Vinc'][:] +Vscat = f[path + 'Vscat'][:] +Vtotal = f[path +'Vtotal'][:] + +# Calculate magnitude of frequency spectra +Vincp = np.abs(np.fft.fft(Vinc))**2 +freqs = np.fft.fftfreq(Vincp.size, d=dt) +Vscatp = np.abs(np.fft.fft(Vscat))**2 +s11 = np.abs(Vscatp / Vincp) + +# Convert to decibels +Vincp = 10 * np.log10(Vincp) +Vscatp = 10 * np.log10(Vscatp) +s11 = 10 * np.log10(s11) + +# Set plotting range to a frequency +pltrange = np.where(freqs > 2e9)[0][0] +pltrange = np.s_[1:pltrange] + +# Plot incident voltage +fig, ((ax1, ax2), (ax3, ax4), (ax5, ax6)) = plt.subplots(nrows=3, ncols=2, num='Incident and scattered voltages', figsize=(20, 10), facecolor='w', edgecolor='w') +ax1.plot(time, Vinc, 'r', lw=2, label='Vinc') +ax1.set_xlabel('Time [ns]') +ax1.set_ylabel('Incident (field) voltage [V]') +ax1.set_xlim([0, np.amax(time)]) +ax1.grid() + +# Plot frequency spectra of incident voltage +markerline, stemlines, baseline = ax2.stem(freqs[pltrange]/1e9, Vincp[pltrange], '-.') +plt.setp(stemlines, 'color', 'r') +plt.setp(markerline, 'markerfacecolor', 'r', 'markeredgecolor', 'r') +ax2.set_xlabel('Frequency [GHz]') +ax2.set_ylabel('Power [dB]') +ax2.grid() + +# Plot scattered voltage +ax3.plot(time, Vscat, 'r', lw=2, label='Vscat') +ax3.set_xlabel('Time [ns]') +ax3.set_ylabel('Scattered (field) voltage [V]') +ax3.set_xlim([0, np.amax(time)]) +ax3.grid() + +# Plot frequency spectra of scattered voltage +markerline, stemlines, baseline = ax4.stem(freqs[pltrange]/1e9, Vscatp[pltrange], '-.') +plt.setp(stemlines, 'color', 'r') +plt.setp(markerline, 'markerfacecolor', 'r', 'markeredgecolor', 'r') +ax4.set_xlabel('Frequency [GHz]') +ax4.set_ylabel('Power [dB]') +ax4.grid() + +# Plot frequency spectra of s11 +markerline, stemlines, baseline = ax6.stem(freqs[pltrange]/1e9, s11[pltrange], '-.') +plt.setp(stemlines, 'color', 'r') +plt.setp(markerline, 'markerfacecolor', 'r', 'markeredgecolor', 'r') +ax6.set_xlabel('Frequency [GHz]') +ax6.set_ylabel('Power [dB]') +ax6.grid() + +plt.show() +f.close() \ No newline at end of file