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author | trondeau | 2008-10-25 21:22:12 +0000 |
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committer | trondeau | 2008-10-25 21:22:12 +0000 |
commit | e528d03294cf9785137228766097acae9351dd08 (patch) | |
tree | 2728675f3548b7a7facfcd1d4f1b45531eb94f74 /gr-utils/src/python/gr_plot_fft_c.py | |
parent | 9213029afb2f1e614ea79fff3b2155ff48927a02 (diff) | |
download | gnuradio-e528d03294cf9785137228766097acae9351dd08.tar.gz gnuradio-e528d03294cf9785137228766097acae9351dd08.tar.bz2 gnuradio-e528d03294cf9785137228766097acae9351dd08.zip |
updating FFT plotting utilities. New file gr_plot_fft.py can plot any data type with -d flag and gr_plot_fft_c and gr_plot_fft_f just call this one and pass in complex of float data types.
git-svn-id: http://gnuradio.org/svn/gnuradio/trunk@9842 221aa14e-8319-0410-a670-987f0aec2ac5
Diffstat (limited to 'gr-utils/src/python/gr_plot_fft_c.py')
-rwxr-xr-x | gr-utils/src/python/gr_plot_fft_c.py | 195 |
1 files changed, 4 insertions, 191 deletions
diff --git a/gr-utils/src/python/gr_plot_fft_c.py b/gr-utils/src/python/gr_plot_fft_c.py index b7b802fd7..de59b36c9 100755 --- a/gr-utils/src/python/gr_plot_fft_c.py +++ b/gr-utils/src/python/gr_plot_fft_c.py @@ -20,198 +20,11 @@ # Boston, MA 02110-1301, USA. # -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 -from math import log10 - -matplotlib.interactive(True) -matplotlib.use('TkAgg') - -class draw_fft_c: - def __init__(self, filename, options): - self.hfile = open(filename, "r") - self.block_length = options.block - self.start = options.start - self.sample_rate = options.sample_rate - - self.datatype = scipy.complex64 - 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, 9), 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(0.40, 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.text_file_pos.set_text("File Position: %d" % (self.hfile.tell()//self.sizeof_data)) - 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.reals = [r.real for r in self.iq] - self.imags = [i.imag for i in self.iq] - - self.iq_fft = self.dofft(self.iq) - - self.time = [i*(1/self.sample_rate) for i in range(len(self.reals))] - 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*log10(abs(i/N)) for i in iq_fft] # convert to decibels, adjust power - 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 range(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) - - self.get_data() - - # Subplot for real and imaginary parts of signal - self.sp_iq = self.fig.add_subplot(2,1,1, 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") - self.plot_iq = plot(self.time, self.reals, 'bo-', self.time, self.imags, 'ro-') - self.sp_iq.set_ylim([1.5*min([min(self.reals), min(self.imags)]), - 1.5*max([max(self.reals), max(self.imags)])]) - - # Subplot for constellation plot - self.sp_fft = self.fig.add_subplot(2,2,1, 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 (dBm)", fontsize=self.label_font_size, fontweight="bold") - self.plot_fft = plot(self.freq, self.iq_fft, '-bo') - self.sp_fft.set_ylim([min(self.iq_fft)-10, max(self.iq_fft)+10]) - - draw() - - def update_plots(self): - self.plot_iq[0].set_data([self.time, self.reals]) - self.plot_iq[1].set_data([self.time, self.imags]) - self.sp_iq.set_ylim([1.5*min([min(self.reals), min(self.imags)]), - 1.5*max([max(self.reals), max(self.imags)])]) - - self.plot_fft[0].set_data([self.freq, self.iq_fft]) - self.sp_fft.set_ylim([min(self.iq_fft)-10, max(self.iq_fft)+10]) - - 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]))) - xmax = min(int(ceil(self.sample_rate*self.xlim[1])), 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 +import gr_plot_fft def main(): - 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("-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]") + parser = gr_plot_fft.setup_options() + parser.remove_option("--data-type") (options, args) = parser.parse_args () if len(args) != 1: @@ -219,7 +32,7 @@ def main(): raise SystemExit, 1 filename = args[0] - dc = draw_fft_c(filename, options) + dc = gr_plot_fft.gr_plot_fft("complex64", filename, options) if __name__ == "__main__": try: |