#!/usr/bin/env python # # Copyright 2007,2008 Free Software Foundation, Inc. # # This file is part of GNU Radio # # GNU Radio 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, or (at your option) # any later version. # # GNU Radio 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 GNU Radio; see the file COPYING. If not, write to # the Free Software Foundation, Inc., 51 Franklin Street, # Boston, MA 02110-1301, USA. # try: import matplotlib matplotlib.use('TkAgg') matplotlib.interactive(True) except ImportError: print "Please install Matplotlib to run this script (http://matplotlib.sourceforge.net/)" raise SystemExit, 1 try: import scipy from scipy import fftpack except ImportError: print "Please install SciPy to run this script (http://www.scipy.org/)" raise SystemExit, 1 try: from pylab import * except ImportError: print "Please install Matplotlib to run this script (http://matplotlib.sourceforge.net/)" raise SystemExit, 1 from optparse import OptionParser class gr_plot_fft: def __init__(self, datatype, filename, options): self.hfile = open(filename, "r") self.block_length = options.block self.start = options.start self.sample_rate = options.sample_rate self.datatype = getattr(scipy, datatype) self.sizeof_data = self.datatype().nbytes # number of bytes per sample in file self.axis_font_size = 16 self.label_font_size = 18 self.title_font_size = 20 self.text_size = 22 # Setup PLOT self.fig = figure(1, figsize=(16, 12), facecolor='w') rcParams['xtick.labelsize'] = self.axis_font_size rcParams['ytick.labelsize'] = self.axis_font_size self.text_file = figtext(0.10, 0.94, ("File: %s" % filename), weight="heavy", size=self.text_size) self.text_file_pos = figtext(0.10, 0.88, "File Position: ", weight="heavy", size=self.text_size) self.text_block = figtext(0.35, 0.88, ("Block Size: %d" % self.block_length), weight="heavy", size=self.text_size) self.text_sr = figtext(0.60, 0.88, ("Sample Rate: %.2f" % self.sample_rate), weight="heavy", size=self.text_size) self.make_plots() self.button_left_axes = self.fig.add_axes([0.45, 0.01, 0.05, 0.05], frameon=True) self.button_left = Button(self.button_left_axes, "<") self.button_left_callback = self.button_left.on_clicked(self.button_left_click) self.button_right_axes = self.fig.add_axes([0.50, 0.01, 0.05, 0.05], frameon=True) self.button_right = Button(self.button_right_axes, ">") self.button_right_callback = self.button_right.on_clicked(self.button_right_click) self.xlim = self.sp_iq.get_xlim() self.manager = get_current_fig_manager() connect('draw_event', self.zoom) connect('key_press_event', self.click) show() def get_data(self): self.position = self.hfile.tell()/self.sizeof_data self.text_file_pos.set_text("File Position: %d" % (self.position)) self.iq = scipy.fromfile(self.hfile, dtype=self.datatype, count=self.block_length) #print "Read in %d items" % len(self.iq) if(len(self.iq) == 0): print "End of File" else: self.iq_fft = self.dofft(self.iq) tstep = 1.0 / self.sample_rate self.time = [tstep*(self.position + i) for i in xrange(len(self.iq))] self.freq = self.calc_freq(self.time, self.sample_rate) def dofft(self, iq): N = len(iq) iq_fft = fftpack.fftshift(scipy.fft(iq)) # fft and shift axis iq_fft = 20*scipy.log10(abs((iq_fft+1e-15)/N)) # convert to decibels, adjust power # adding 1e-15 (-300 dB) to protect against value errors if an item in iq_fft is 0 return iq_fft def calc_freq(self, time, sample_rate): N = len(time) Fs = 1.0 / (max(time) - min(time)) Fn = 0.5 * sample_rate freq = [-Fn + i*Fs for i in xrange(N)] return freq def make_plots(self): # if specified on the command-line, set file pointer self.hfile.seek(self.sizeof_data*self.start, 1) # Subplot for real and imaginary parts of signal self.sp_iq = self.fig.add_subplot(2,2,1, position=[0.075, 0.2, 0.4, 0.6]) self.sp_iq.set_title(("I&Q"), fontsize=self.title_font_size, fontweight="bold") self.sp_iq.set_xlabel("Time (s)", fontsize=self.label_font_size, fontweight="bold") self.sp_iq.set_ylabel("Amplitude (V)", fontsize=self.label_font_size, fontweight="bold") # Subplot for FFT plot self.sp_fft = self.fig.add_subplot(2,2,2, position=[0.575, 0.2, 0.4, 0.6]) self.sp_fft.set_title(("FFT"), fontsize=self.title_font_size, fontweight="bold") self.sp_fft.set_xlabel("Frequency (Hz)", fontsize=self.label_font_size, fontweight="bold") self.sp_fft.set_ylabel("Power Spectrum (dBm)", fontsize=self.label_font_size, fontweight="bold") self.get_data() self.plot_iq = self.sp_iq.plot([], 'bo-') # make plot for reals self.plot_iq += self.sp_iq.plot([], 'ro-') # make plot for imags self.draw_time() # draw the plot self.plot_fft = self.sp_fft.plot([], 'bo-') # make plot for FFT self.draw_fft() # draw the plot draw() def draw_time(self): reals = self.iq.real imags = self.iq.imag self.plot_iq[0].set_data([self.time, reals]) self.plot_iq[1].set_data([self.time, imags]) self.sp_iq.set_xlim(min(self.time), max(self.time)) self.sp_iq.set_ylim([1.5*min([min(reals), min(imags)]), 1.5*max([max(reals), max(imags)])]) def draw_fft(self): self.plot_fft[0].set_data([self.freq, self.iq_fft]) self.sp_fft.set_xlim(min(self.freq), max(self.freq)) self.sp_fft.set_ylim([min(self.iq_fft)-10, max(self.iq_fft)+10]) def update_plots(self): self.draw_time() self.draw_fft() self.xlim = self.sp_iq.get_xlim() draw() def zoom(self, event): newxlim = self.sp_iq.get_xlim() if(newxlim != self.xlim): self.xlim = newxlim xmin = max(0, int(ceil(self.sample_rate*(self.xlim[0] - self.position)))) xmax = min(int(ceil(self.sample_rate*(self.xlim[1] - self.position))), len(self.iq)) iq = self.iq[xmin : xmax] time = self.time[xmin : xmax] iq_fft = self.dofft(iq) freq = self.calc_freq(time, self.sample_rate) self.plot_fft[0].set_data(freq, iq_fft) self.sp_fft.axis([min(freq), max(freq), min(iq_fft)-10, max(iq_fft)+10]) draw() def click(self, event): forward_valid_keys = [" ", "down", "right"] backward_valid_keys = ["up", "left"] if(find(event.key, forward_valid_keys)): self.step_forward() elif(find(event.key, backward_valid_keys)): self.step_backward() def button_left_click(self, event): self.step_backward() def button_right_click(self, event): self.step_forward() def step_forward(self): self.get_data() self.update_plots() def step_backward(self): # Step back in file position if(self.hfile.tell() >= 2*self.sizeof_data*self.block_length ): self.hfile.seek(-2*self.sizeof_data*self.block_length, 1) else: self.hfile.seek(-self.hfile.tell(),1) self.get_data() self.update_plots() def find(item_in, list_search): try: return list_search.index(item_in) != None except ValueError: return False def setup_options(): usage="%prog: [options] input_filename" description = "Takes a GNU Radio complex binary file and displays the I&Q data versus time as well as the frequency domain (FFT) plot. The y-axis values are plotted assuming volts as the amplitude of the I&Q streams and converted into dBm in the frequency domain (the 1/N power adjustment out of the FFT is performed internally). The script plots a certain block of data at a time, specified on the command line as -B or --block. This value defaults to 1000. The start position in the file can be set by specifying -s or --start and defaults to 0 (the start of the file). By default, the system assumes a sample rate of 1, so in time, each sample is plotted versus the sample number. To set a true time and frequency axis, set the sample rate (-R or --sample-rate) to the sample rate used when capturing the samples." parser = OptionParser(conflict_handler="resolve", usage=usage, description=description) parser.add_option("-d", "--data-type", type="string", default="complex64", help="Specify the data type (complex64, float32, (u)int32, (u)int16, (u)int8) [default=%default]") parser.add_option("-B", "--block", type="int", default=1000, help="Specify the block size [default=%default]") parser.add_option("-s", "--start", type="int", default=0, help="Specify where to start in the file [default=%default]") parser.add_option("-R", "--sample-rate", type="float", default=1.0, help="Set the sampler rate of the data [default=%default]") return parser def main(): parser = setup_options() (options, args) = parser.parse_args () if len(args) != 1: parser.print_help() raise SystemExit, 1 filename = args[0] dc = gr_plot_fft(options.data_type, filename, options) if __name__ == "__main__": try: main() except KeyboardInterrupt: pass