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authorTom Rondeau2012-04-03 18:21:52 -0400
committerTom Rondeau2012-04-03 18:56:54 -0400
commitfaab807cf5e8b4a4c950d1fd8ae6672296fb1ad9 (patch)
tree2673d1a6a793608620a01e6cbfc3e75802b1a6e8 /gnuradio-core/src/examples/pfb
parent7c6361c85a00517b9781d4cd4f2c2e3bdda67035 (diff)
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Rework example directories. Gets rid of gnuradio-examples, moves these to more appropriate components.
gnuradio-core and grc now have their own examples directories for files directly related to them.
Diffstat (limited to 'gnuradio-core/src/examples/pfb')
-rw-r--r--gnuradio-core/src/examples/pfb/CMakeLists.txt36
-rwxr-xr-xgnuradio-core/src/examples/pfb/channelize.py191
-rwxr-xr-xgnuradio-core/src/examples/pfb/chirp_channelize.py203
-rwxr-xr-xgnuradio-core/src/examples/pfb/decimate.py178
-rwxr-xr-xgnuradio-core/src/examples/pfb/fmtest.py225
-rwxr-xr-xgnuradio-core/src/examples/pfb/interpolate.py233
-rwxr-xr-xgnuradio-core/src/examples/pfb/reconstruction.py131
-rwxr-xr-xgnuradio-core/src/examples/pfb/resampler.py127
-rw-r--r--gnuradio-core/src/examples/pfb/resampler_demo.grc598
-rwxr-xr-xgnuradio-core/src/examples/pfb/synth_filter.py83
-rwxr-xr-xgnuradio-core/src/examples/pfb/synth_to_chan.py117
11 files changed, 2122 insertions, 0 deletions
diff --git a/gnuradio-core/src/examples/pfb/CMakeLists.txt b/gnuradio-core/src/examples/pfb/CMakeLists.txt
new file mode 100644
index 000000000..899c47b90
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/CMakeLists.txt
@@ -0,0 +1,36 @@
+# Copyright 2011 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.
+
+include(GrPython)
+
+GR_PYTHON_INSTALL(PROGRAMS
+ channelize.py
+ chirp_channelize.py
+ decimate.py
+ fmtest.py
+ interpolate.py
+ resampler_demo.grc
+ resampler.py
+ synth_filter.py
+ synth_to_chan.py
+ reconstruction.py
+ DESTINATION ${GR_PKG_DATA_DIR}/examples/pfb
+ COMPONENT "core_python"
+)
+
diff --git a/gnuradio-core/src/examples/pfb/channelize.py b/gnuradio-core/src/examples/pfb/channelize.py
new file mode 100755
index 000000000..2fcb14a36
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/channelize.py
@@ -0,0 +1,191 @@
+#!/usr/bin/env python
+#
+# Copyright 2009 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.
+#
+
+from gnuradio import gr, blks2
+import sys, time
+
+try:
+ import scipy
+ from scipy import fftpack
+except ImportError:
+ print "Error: Program requires scipy (see: www.scipy.org)."
+ sys.exit(1)
+
+try:
+ import pylab
+ from pylab import mlab
+except ImportError:
+ print "Error: Program requires matplotlib (see: matplotlib.sourceforge.net)."
+ sys.exit(1)
+
+class pfb_top_block(gr.top_block):
+ def __init__(self):
+ gr.top_block.__init__(self)
+
+ self._N = 2000000 # number of samples to use
+ self._fs = 9000 # initial sampling rate
+ self._M = 9 # Number of channels to channelize
+
+ # Create a set of taps for the PFB channelizer
+ self._taps = gr.firdes.low_pass_2(1, self._fs, 475.50, 50,
+ attenuation_dB=100, window=gr.firdes.WIN_BLACKMAN_hARRIS)
+
+ # Calculate the number of taps per channel for our own information
+ tpc = scipy.ceil(float(len(self._taps)) / float(self._M))
+ print "Number of taps: ", len(self._taps)
+ print "Number of channels: ", self._M
+ print "Taps per channel: ", tpc
+
+ # Create a set of signals at different frequencies
+ # freqs lists the frequencies of the signals that get stored
+ # in the list "signals", which then get summed together
+ self.signals = list()
+ self.add = gr.add_cc()
+ freqs = [-4070, -3050, -2030, -1010, 10, 1020, 2040, 3060, 4080]
+ for i in xrange(len(freqs)):
+ self.signals.append(gr.sig_source_c(self._fs, gr.GR_SIN_WAVE, freqs[i], 1))
+ self.connect(self.signals[i], (self.add,i))
+
+ self.head = gr.head(gr.sizeof_gr_complex, self._N)
+
+ # Construct the channelizer filter
+ self.pfb = blks2.pfb_channelizer_ccf(self._M, self._taps, 1)
+
+ # Construct a vector sink for the input signal to the channelizer
+ self.snk_i = gr.vector_sink_c()
+
+ # Connect the blocks
+ self.connect(self.add, self.head, self.pfb)
+ self.connect(self.add, self.snk_i)
+
+ # Use this to play with the channel mapping
+ #self.pfb.set_channel_map([5,6,7,8,0,1,2,3,4])
+
+ # Create a vector sink for each of M output channels of the filter and connect it
+ self.snks = list()
+ for i in xrange(self._M):
+ self.snks.append(gr.vector_sink_c())
+ self.connect((self.pfb, i), self.snks[i])
+
+
+def main():
+ tstart = time.time()
+
+ tb = pfb_top_block()
+ tb.run()
+
+ tend = time.time()
+ print "Run time: %f" % (tend - tstart)
+
+ if 1:
+ fig_in = pylab.figure(1, figsize=(16,9), facecolor="w")
+ fig1 = pylab.figure(2, figsize=(16,9), facecolor="w")
+ fig2 = pylab.figure(3, figsize=(16,9), facecolor="w")
+
+ Ns = 1000
+ Ne = 10000
+
+ fftlen = 8192
+ winfunc = scipy.blackman
+ fs = tb._fs
+
+ # Plot the input signal on its own figure
+ d = tb.snk_i.data()[Ns:Ne]
+ spin_f = fig_in.add_subplot(2, 1, 1)
+
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_in = 10.0*scipy.log10(abs(X))
+ f_in = scipy.arange(-fs/2.0, fs/2.0, fs/float(X_in.size))
+ pin_f = spin_f.plot(f_in, X_in, "b")
+ spin_f.set_xlim([min(f_in), max(f_in)+1])
+ spin_f.set_ylim([-200.0, 50.0])
+
+ spin_f.set_title("Input Signal", weight="bold")
+ spin_f.set_xlabel("Frequency (Hz)")
+ spin_f.set_ylabel("Power (dBW)")
+
+
+ Ts = 1.0/fs
+ Tmax = len(d)*Ts
+
+ t_in = scipy.arange(0, Tmax, Ts)
+ x_in = scipy.array(d)
+ spin_t = fig_in.add_subplot(2, 1, 2)
+ pin_t = spin_t.plot(t_in, x_in.real, "b")
+ pin_t = spin_t.plot(t_in, x_in.imag, "r")
+
+ spin_t.set_xlabel("Time (s)")
+ spin_t.set_ylabel("Amplitude")
+
+ Ncols = int(scipy.floor(scipy.sqrt(tb._M)))
+ Nrows = int(scipy.floor(tb._M / Ncols))
+ if(tb._M % Ncols != 0):
+ Nrows += 1
+
+ # Plot each of the channels outputs. Frequencies on Figure 2 and
+ # time signals on Figure 3
+ fs_o = tb._fs / tb._M
+ Ts_o = 1.0/fs_o
+ Tmax_o = len(d)*Ts_o
+ for i in xrange(len(tb.snks)):
+ # remove issues with the transients at the beginning
+ # also remove some corruption at the end of the stream
+ # this is a bug, probably due to the corner cases
+ d = tb.snks[i].data()[Ns:Ne]
+
+ sp1_f = fig1.add_subplot(Nrows, Ncols, 1+i)
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs_o,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_o = 10.0*scipy.log10(abs(X))
+ f_o = scipy.arange(-fs_o/2.0, fs_o/2.0, fs_o/float(X_o.size))
+ p2_f = sp1_f.plot(f_o, X_o, "b")
+ sp1_f.set_xlim([min(f_o), max(f_o)+1])
+ sp1_f.set_ylim([-200.0, 50.0])
+
+ sp1_f.set_title(("Channel %d" % i), weight="bold")
+ sp1_f.set_xlabel("Frequency (Hz)")
+ sp1_f.set_ylabel("Power (dBW)")
+
+ x_o = scipy.array(d)
+ t_o = scipy.arange(0, Tmax_o, Ts_o)
+ sp2_o = fig2.add_subplot(Nrows, Ncols, 1+i)
+ p2_o = sp2_o.plot(t_o, x_o.real, "b")
+ p2_o = sp2_o.plot(t_o, x_o.imag, "r")
+ sp2_o.set_xlim([min(t_o), max(t_o)+1])
+ sp2_o.set_ylim([-2, 2])
+
+ sp2_o.set_title(("Channel %d" % i), weight="bold")
+ sp2_o.set_xlabel("Time (s)")
+ sp2_o.set_ylabel("Amplitude")
+
+ pylab.show()
+
+
+if __name__ == "__main__":
+ try:
+ main()
+ except KeyboardInterrupt:
+ pass
+
diff --git a/gnuradio-core/src/examples/pfb/chirp_channelize.py b/gnuradio-core/src/examples/pfb/chirp_channelize.py
new file mode 100755
index 000000000..951255d3b
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/chirp_channelize.py
@@ -0,0 +1,203 @@
+#!/usr/bin/env python
+#
+# Copyright 2009 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.
+#
+
+from gnuradio import gr, blks2
+import sys, time
+
+try:
+ import scipy
+ from scipy import fftpack
+except ImportError:
+ print "Error: Program requires scipy (see: www.scipy.org)."
+ sys.exit(1)
+
+try:
+ import pylab
+ from pylab import mlab
+except ImportError:
+ print "Error: Program requires matplotlib (see: matplotlib.sourceforge.net)."
+ sys.exit(1)
+
+class pfb_top_block(gr.top_block):
+ def __init__(self):
+ gr.top_block.__init__(self)
+
+ self._N = 200000 # number of samples to use
+ self._fs = 9000 # initial sampling rate
+ self._M = 9 # Number of channels to channelize
+
+ # Create a set of taps for the PFB channelizer
+ self._taps = gr.firdes.low_pass_2(1, self._fs, 500, 20,
+ attenuation_dB=10, window=gr.firdes.WIN_BLACKMAN_hARRIS)
+
+ # Calculate the number of taps per channel for our own information
+ tpc = scipy.ceil(float(len(self._taps)) / float(self._M))
+ print "Number of taps: ", len(self._taps)
+ print "Number of channels: ", self._M
+ print "Taps per channel: ", tpc
+
+ repeated = True
+ if(repeated):
+ self.vco_input = gr.sig_source_f(self._fs, gr.GR_SIN_WAVE, 0.25, 110)
+ else:
+ amp = 100
+ data = scipy.arange(0, amp, amp/float(self._N))
+ self.vco_input = gr.vector_source_f(data, False)
+
+ # Build a VCO controlled by either the sinusoid or single chirp tone
+ # Then convert this to a complex signal
+ self.vco = gr.vco_f(self._fs, 225, 1)
+ self.f2c = gr.float_to_complex()
+
+ self.head = gr.head(gr.sizeof_gr_complex, self._N)
+
+ # Construct the channelizer filter
+ self.pfb = blks2.pfb_channelizer_ccf(self._M, self._taps)
+
+ # Construct a vector sink for the input signal to the channelizer
+ self.snk_i = gr.vector_sink_c()
+
+ # Connect the blocks
+ self.connect(self.vco_input, self.vco, self.f2c)
+ self.connect(self.f2c, self.head, self.pfb)
+ self.connect(self.f2c, self.snk_i)
+
+ # Create a vector sink for each of M output channels of the filter and connect it
+ self.snks = list()
+ for i in xrange(self._M):
+ self.snks.append(gr.vector_sink_c())
+ self.connect((self.pfb, i), self.snks[i])
+
+
+def main():
+ tstart = time.time()
+
+ tb = pfb_top_block()
+ tb.run()
+
+ tend = time.time()
+ print "Run time: %f" % (tend - tstart)
+
+ if 1:
+ fig_in = pylab.figure(1, figsize=(16,9), facecolor="w")
+ fig1 = pylab.figure(2, figsize=(16,9), facecolor="w")
+ fig2 = pylab.figure(3, figsize=(16,9), facecolor="w")
+ fig3 = pylab.figure(4, figsize=(16,9), facecolor="w")
+
+ Ns = 650
+ Ne = 20000
+
+ fftlen = 8192
+ winfunc = scipy.blackman
+ fs = tb._fs
+
+ # Plot the input signal on its own figure
+ d = tb.snk_i.data()[Ns:Ne]
+ spin_f = fig_in.add_subplot(2, 1, 1)
+
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_in = 10.0*scipy.log10(abs(fftpack.fftshift(X)))
+ f_in = scipy.arange(-fs/2.0, fs/2.0, fs/float(X_in.size))
+ pin_f = spin_f.plot(f_in, X_in, "b")
+ spin_f.set_xlim([min(f_in), max(f_in)+1])
+ spin_f.set_ylim([-200.0, 50.0])
+
+ spin_f.set_title("Input Signal", weight="bold")
+ spin_f.set_xlabel("Frequency (Hz)")
+ spin_f.set_ylabel("Power (dBW)")
+
+
+ Ts = 1.0/fs
+ Tmax = len(d)*Ts
+
+ t_in = scipy.arange(0, Tmax, Ts)
+ x_in = scipy.array(d)
+ spin_t = fig_in.add_subplot(2, 1, 2)
+ pin_t = spin_t.plot(t_in, x_in.real, "b")
+ pin_t = spin_t.plot(t_in, x_in.imag, "r")
+
+ spin_t.set_xlabel("Time (s)")
+ spin_t.set_ylabel("Amplitude")
+
+ Ncols = int(scipy.floor(scipy.sqrt(tb._M)))
+ Nrows = int(scipy.floor(tb._M / Ncols))
+ if(tb._M % Ncols != 0):
+ Nrows += 1
+
+ # Plot each of the channels outputs. Frequencies on Figure 2 and
+ # time signals on Figure 3
+ fs_o = tb._fs / tb._M
+ Ts_o = 1.0/fs_o
+ Tmax_o = len(d)*Ts_o
+ for i in xrange(len(tb.snks)):
+ # remove issues with the transients at the beginning
+ # also remove some corruption at the end of the stream
+ # this is a bug, probably due to the corner cases
+ d = tb.snks[i].data()[Ns:Ne]
+
+ sp1_f = fig1.add_subplot(Nrows, Ncols, 1+i)
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs_o,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_o = 10.0*scipy.log10(abs(X))
+ f_o = freq
+ p2_f = sp1_f.plot(f_o, X_o, "b")
+ sp1_f.set_xlim([min(f_o), max(f_o)+1])
+ sp1_f.set_ylim([-200.0, 50.0])
+
+ sp1_f.set_title(("Channel %d" % i), weight="bold")
+ sp1_f.set_xlabel("Frequency (Hz)")
+ sp1_f.set_ylabel("Power (dBW)")
+
+ x_o = scipy.array(d)
+ t_o = scipy.arange(0, Tmax_o, Ts_o)
+ sp2_o = fig2.add_subplot(Nrows, Ncols, 1+i)
+ p2_o = sp2_o.plot(t_o, x_o.real, "b")
+ p2_o = sp2_o.plot(t_o, x_o.imag, "r")
+ sp2_o.set_xlim([min(t_o), max(t_o)+1])
+ sp2_o.set_ylim([-2, 2])
+
+ sp2_o.set_title(("Channel %d" % i), weight="bold")
+ sp2_o.set_xlabel("Time (s)")
+ sp2_o.set_ylabel("Amplitude")
+
+
+ sp3 = fig3.add_subplot(1,1,1)
+ p3 = sp3.plot(t_o, x_o.real)
+ sp3.set_xlim([min(t_o), max(t_o)+1])
+ sp3.set_ylim([-2, 2])
+
+ sp3.set_title("All Channels")
+ sp3.set_xlabel("Time (s)")
+ sp3.set_ylabel("Amplitude")
+
+ pylab.show()
+
+
+if __name__ == "__main__":
+ try:
+ main()
+ except KeyboardInterrupt:
+ pass
+
diff --git a/gnuradio-core/src/examples/pfb/decimate.py b/gnuradio-core/src/examples/pfb/decimate.py
new file mode 100755
index 000000000..643a2c241
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/decimate.py
@@ -0,0 +1,178 @@
+#!/usr/bin/env python
+#
+# Copyright 2009 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.
+#
+
+from gnuradio import gr, blks2
+import sys, time
+
+try:
+ import scipy
+ from scipy import fftpack
+except ImportError:
+ print "Error: Program requires scipy (see: www.scipy.org)."
+ sys.exit(1)
+
+try:
+ import pylab
+ from pylab import mlab
+except ImportError:
+ print "Error: Program requires matplotlib (see: matplotlib.sourceforge.net)."
+ sys.exit(1)
+
+class pfb_top_block(gr.top_block):
+ def __init__(self):
+ gr.top_block.__init__(self)
+
+ self._N = 10000000 # number of samples to use
+ self._fs = 10000 # initial sampling rate
+ self._decim = 20 # Decimation rate
+
+ # Generate the prototype filter taps for the decimators with a 200 Hz bandwidth
+ self._taps = gr.firdes.low_pass_2(1, self._fs, 200, 150,
+ attenuation_dB=120, window=gr.firdes.WIN_BLACKMAN_hARRIS)
+
+ # Calculate the number of taps per channel for our own information
+ tpc = scipy.ceil(float(len(self._taps)) / float(self._decim))
+ print "Number of taps: ", len(self._taps)
+ print "Number of filters: ", self._decim
+ print "Taps per channel: ", tpc
+
+ # Build the input signal source
+ # We create a list of freqs, and a sine wave is generated and added to the source
+ # for each one of these frequencies.
+ self.signals = list()
+ self.add = gr.add_cc()
+ freqs = [10, 20, 2040]
+ for i in xrange(len(freqs)):
+ self.signals.append(gr.sig_source_c(self._fs, gr.GR_SIN_WAVE, freqs[i], 1))
+ self.connect(self.signals[i], (self.add,i))
+
+ self.head = gr.head(gr.sizeof_gr_complex, self._N)
+
+ # Construct a PFB decimator filter
+ self.pfb = blks2.pfb_decimator_ccf(self._decim, self._taps, 0)
+
+ # Construct a standard FIR decimating filter
+ self.dec = gr.fir_filter_ccf(self._decim, self._taps)
+
+ self.snk_i = gr.vector_sink_c()
+
+ # Connect the blocks
+ self.connect(self.add, self.head, self.pfb)
+ self.connect(self.add, self.snk_i)
+
+ # Create the sink for the decimated siganl
+ self.snk = gr.vector_sink_c()
+ self.connect(self.pfb, self.snk)
+
+
+def main():
+ tb = pfb_top_block()
+
+ tstart = time.time()
+ tb.run()
+ tend = time.time()
+ print "Run time: %f" % (tend - tstart)
+
+ if 1:
+ fig1 = pylab.figure(1, figsize=(16,9))
+ fig2 = pylab.figure(2, figsize=(16,9))
+
+ Ns = 10000
+ Ne = 10000
+
+ fftlen = 8192
+ winfunc = scipy.blackman
+ fs = tb._fs
+
+ # Plot the input to the decimator
+
+ d = tb.snk_i.data()[Ns:Ns+Ne]
+ sp1_f = fig1.add_subplot(2, 1, 1)
+
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_in = 10.0*scipy.log10(abs(fftpack.fftshift(X)))
+ f_in = scipy.arange(-fs/2.0, fs/2.0, fs/float(X_in.size))
+ p1_f = sp1_f.plot(f_in, X_in, "b")
+ sp1_f.set_xlim([min(f_in), max(f_in)+1])
+ sp1_f.set_ylim([-200.0, 50.0])
+
+ sp1_f.set_title("Input Signal", weight="bold")
+ sp1_f.set_xlabel("Frequency (Hz)")
+ sp1_f.set_ylabel("Power (dBW)")
+
+ Ts = 1.0/fs
+ Tmax = len(d)*Ts
+
+ t_in = scipy.arange(0, Tmax, Ts)
+ x_in = scipy.array(d)
+ sp1_t = fig1.add_subplot(2, 1, 2)
+ p1_t = sp1_t.plot(t_in, x_in.real, "b")
+ p1_t = sp1_t.plot(t_in, x_in.imag, "r")
+ sp1_t.set_ylim([-tb._decim*1.1, tb._decim*1.1])
+
+ sp1_t.set_xlabel("Time (s)")
+ sp1_t.set_ylabel("Amplitude")
+
+
+ # Plot the output of the decimator
+ fs_o = tb._fs / tb._decim
+
+ sp2_f = fig2.add_subplot(2, 1, 1)
+ d = tb.snk.data()[Ns:Ns+Ne]
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs_o,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_o = 10.0*scipy.log10(abs(fftpack.fftshift(X)))
+ f_o = scipy.arange(-fs_o/2.0, fs_o/2.0, fs_o/float(X_o.size))
+ p2_f = sp2_f.plot(f_o, X_o, "b")
+ sp2_f.set_xlim([min(f_o), max(f_o)+1])
+ sp2_f.set_ylim([-200.0, 50.0])
+
+ sp2_f.set_title("PFB Decimated Signal", weight="bold")
+ sp2_f.set_xlabel("Frequency (Hz)")
+ sp2_f.set_ylabel("Power (dBW)")
+
+
+ Ts_o = 1.0/fs_o
+ Tmax_o = len(d)*Ts_o
+
+ x_o = scipy.array(d)
+ t_o = scipy.arange(0, Tmax_o, Ts_o)
+ sp2_t = fig2.add_subplot(2, 1, 2)
+ p2_t = sp2_t.plot(t_o, x_o.real, "b-o")
+ p2_t = sp2_t.plot(t_o, x_o.imag, "r-o")
+ sp2_t.set_ylim([-2.5, 2.5])
+
+ sp2_t.set_xlabel("Time (s)")
+ sp2_t.set_ylabel("Amplitude")
+
+ pylab.show()
+
+
+if __name__ == "__main__":
+ try:
+ main()
+ except KeyboardInterrupt:
+ pass
+
diff --git a/gnuradio-core/src/examples/pfb/fmtest.py b/gnuradio-core/src/examples/pfb/fmtest.py
new file mode 100755
index 000000000..635ee4e9e
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/fmtest.py
@@ -0,0 +1,225 @@
+#!/usr/bin/env python
+#
+# Copyright 2009 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.
+#
+
+from gnuradio import gr, blks2
+import sys, math, time
+
+try:
+ import scipy
+ from scipy import fftpack
+except ImportError:
+ print "Error: Program requires scipy (see: www.scipy.org)."
+ sys.exit(1)
+
+try:
+ import pylab
+except ImportError:
+ print "Error: Program requires matplotlib (see: matplotlib.sourceforge.net)."
+ sys.exit(1)
+
+
+class fmtx(gr.hier_block2):
+ def __init__(self, lo_freq, audio_rate, if_rate):
+
+ gr.hier_block2.__init__(self, "build_fm",
+ gr.io_signature(1, 1, gr.sizeof_float), # Input signature
+ gr.io_signature(1, 1, gr.sizeof_gr_complex)) # Output signature
+
+ fmtx = blks2.nbfm_tx (audio_rate, if_rate, max_dev=5e3, tau=75e-6)
+
+ # Local oscillator
+ lo = gr.sig_source_c (if_rate, # sample rate
+ gr.GR_SIN_WAVE, # waveform type
+ lo_freq, #frequency
+ 1.0, # amplitude
+ 0) # DC Offset
+ mixer = gr.multiply_cc ()
+
+ self.connect (self, fmtx, (mixer, 0))
+ self.connect (lo, (mixer, 1))
+ self.connect (mixer, self)
+
+class fmtest(gr.top_block):
+ def __init__(self):
+ gr.top_block.__init__(self)
+
+ self._nsamples = 1000000
+ self._audio_rate = 8000
+
+ # Set up N channels with their own baseband and IF frequencies
+ self._N = 5
+ chspacing = 16000
+ freq = [10, 20, 30, 40, 50]
+ f_lo = [0, 1*chspacing, -1*chspacing, 2*chspacing, -2*chspacing]
+
+ self._if_rate = 4*self._N*self._audio_rate
+
+ # Create a signal source and frequency modulate it
+ self.sum = gr.add_cc ()
+ for n in xrange(self._N):
+ sig = gr.sig_source_f(self._audio_rate, gr.GR_SIN_WAVE, freq[n], 0.5)
+ fm = fmtx(f_lo[n], self._audio_rate, self._if_rate)
+ self.connect(sig, fm)
+ self.connect(fm, (self.sum, n))
+
+ self.head = gr.head(gr.sizeof_gr_complex, self._nsamples)
+ self.snk_tx = gr.vector_sink_c()
+ self.channel = blks2.channel_model(0.1)
+
+ self.connect(self.sum, self.head, self.channel, self.snk_tx)
+
+
+ # Design the channlizer
+ self._M = 10
+ bw = chspacing/2.0
+ t_bw = chspacing/10.0
+ self._chan_rate = self._if_rate / self._M
+ self._taps = gr.firdes.low_pass_2(1, self._if_rate, bw, t_bw,
+ attenuation_dB=100,
+ window=gr.firdes.WIN_BLACKMAN_hARRIS)
+ tpc = math.ceil(float(len(self._taps)) / float(self._M))
+
+ print "Number of taps: ", len(self._taps)
+ print "Number of channels: ", self._M
+ print "Taps per channel: ", tpc
+
+ self.pfb = blks2.pfb_channelizer_ccf(self._M, self._taps)
+
+ self.connect(self.channel, self.pfb)
+
+ # Create a file sink for each of M output channels of the filter and connect it
+ self.fmdet = list()
+ self.squelch = list()
+ self.snks = list()
+ for i in xrange(self._M):
+ self.fmdet.append(blks2.nbfm_rx(self._audio_rate, self._chan_rate))
+ self.squelch.append(blks2.standard_squelch(self._audio_rate*10))
+ self.snks.append(gr.vector_sink_f())
+ self.connect((self.pfb, i), self.fmdet[i], self.squelch[i], self.snks[i])
+
+ def num_tx_channels(self):
+ return self._N
+
+ def num_rx_channels(self):
+ return self._M
+
+def main():
+
+ fm = fmtest()
+
+ tstart = time.time()
+ fm.run()
+ tend = time.time()
+
+ if 1:
+ fig1 = pylab.figure(1, figsize=(12,10), facecolor="w")
+ fig2 = pylab.figure(2, figsize=(12,10), facecolor="w")
+ fig3 = pylab.figure(3, figsize=(12,10), facecolor="w")
+
+ Ns = 10000
+ Ne = 100000
+
+ fftlen = 8192
+ winfunc = scipy.blackman
+
+ # Plot transmitted signal
+ fs = fm._if_rate
+
+ d = fm.snk_tx.data()[Ns:Ns+Ne]
+ sp1_f = fig1.add_subplot(2, 1, 1)
+
+ X,freq = sp1_f.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs,
+ window = lambda d: d*winfunc(fftlen),
+ visible=False)
+ X_in = 10.0*scipy.log10(abs(fftpack.fftshift(X)))
+ f_in = scipy.arange(-fs/2.0, fs/2.0, fs/float(X_in.size))
+ p1_f = sp1_f.plot(f_in, X_in, "b")
+ sp1_f.set_xlim([min(f_in), max(f_in)+1])
+ sp1_f.set_ylim([-120.0, 20.0])
+
+ sp1_f.set_title("Input Signal", weight="bold")
+ sp1_f.set_xlabel("Frequency (Hz)")
+ sp1_f.set_ylabel("Power (dBW)")
+
+ Ts = 1.0/fs
+ Tmax = len(d)*Ts
+
+ t_in = scipy.arange(0, Tmax, Ts)
+ x_in = scipy.array(d)
+ sp1_t = fig1.add_subplot(2, 1, 2)
+ p1_t = sp1_t.plot(t_in, x_in.real, "b-o")
+ #p1_t = sp1_t.plot(t_in, x_in.imag, "r-o")
+ sp1_t.set_ylim([-5, 5])
+
+ # Set up the number of rows and columns for plotting the subfigures
+ Ncols = int(scipy.floor(scipy.sqrt(fm.num_rx_channels())))
+ Nrows = int(scipy.floor(fm.num_rx_channels() / Ncols))
+ if(fm.num_rx_channels() % Ncols != 0):
+ Nrows += 1
+
+ # Plot each of the channels outputs. Frequencies on Figure 2 and
+ # time signals on Figure 3
+ fs_o = fm._audio_rate
+ for i in xrange(len(fm.snks)):
+ # remove issues with the transients at the beginning
+ # also remove some corruption at the end of the stream
+ # this is a bug, probably due to the corner cases
+ d = fm.snks[i].data()[Ns:Ne]
+
+ sp2_f = fig2.add_subplot(Nrows, Ncols, 1+i)
+ X,freq = sp2_f.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs_o,
+ window = lambda d: d*winfunc(fftlen),
+ visible=False)
+ #X_o = 10.0*scipy.log10(abs(fftpack.fftshift(X)))
+ X_o = 10.0*scipy.log10(abs(X))
+ #f_o = scipy.arange(-fs_o/2.0, fs_o/2.0, fs_o/float(X_o.size))
+ f_o = scipy.arange(0, fs_o/2.0, fs_o/2.0/float(X_o.size))
+ p2_f = sp2_f.plot(f_o, X_o, "b")
+ sp2_f.set_xlim([min(f_o), max(f_o)+0.1])
+ sp2_f.set_ylim([-120.0, 20.0])
+ sp2_f.grid(True)
+
+ sp2_f.set_title(("Channel %d" % i), weight="bold")
+ sp2_f.set_xlabel("Frequency (kHz)")
+ sp2_f.set_ylabel("Power (dBW)")
+
+
+ Ts = 1.0/fs_o
+ Tmax = len(d)*Ts
+ t_o = scipy.arange(0, Tmax, Ts)
+
+ x_t = scipy.array(d)
+ sp2_t = fig3.add_subplot(Nrows, Ncols, 1+i)
+ p2_t = sp2_t.plot(t_o, x_t.real, "b")
+ p2_t = sp2_t.plot(t_o, x_t.imag, "r")
+ sp2_t.set_xlim([min(t_o), max(t_o)+1])
+ sp2_t.set_ylim([-1, 1])
+
+ sp2_t.set_xlabel("Time (s)")
+ sp2_t.set_ylabel("Amplitude")
+
+
+ pylab.show()
+
+
+if __name__ == "__main__":
+ main()
diff --git a/gnuradio-core/src/examples/pfb/interpolate.py b/gnuradio-core/src/examples/pfb/interpolate.py
new file mode 100755
index 000000000..370cf26a7
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/interpolate.py
@@ -0,0 +1,233 @@
+#!/usr/bin/env python
+#
+# Copyright 2009 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.
+#
+
+from gnuradio import gr, blks2
+import sys, time
+
+try:
+ import scipy
+ from scipy import fftpack
+except ImportError:
+ print "Error: Program requires scipy (see: www.scipy.org)."
+ sys.exit(1)
+
+try:
+ import pylab
+ from pylab import mlab
+except ImportError:
+ print "Error: Program requires matplotlib (see: matplotlib.sourceforge.net)."
+ sys.exit(1)
+
+class pfb_top_block(gr.top_block):
+ def __init__(self):
+ gr.top_block.__init__(self)
+
+ self._N = 100000 # number of samples to use
+ self._fs = 2000 # initial sampling rate
+ self._interp = 5 # Interpolation rate for PFB interpolator
+ self._ainterp = 5.5 # Resampling rate for the PFB arbitrary resampler
+
+ # Frequencies of the signals we construct
+ freq1 = 100
+ freq2 = 200
+
+ # Create a set of taps for the PFB interpolator
+ # This is based on the post-interpolation sample rate
+ self._taps = gr.firdes.low_pass_2(self._interp, self._interp*self._fs, freq2+50, 50,
+ attenuation_dB=120, window=gr.firdes.WIN_BLACKMAN_hARRIS)
+
+ # Create a set of taps for the PFB arbitrary resampler
+ # The filter size is the number of filters in the filterbank; 32 will give very low side-lobes,
+ # and larger numbers will reduce these even farther
+ # The taps in this filter are based on a sampling rate of the filter size since it acts
+ # internally as an interpolator.
+ flt_size = 32
+ self._taps2 = gr.firdes.low_pass_2(flt_size, flt_size*self._fs, freq2+50, 150,
+ attenuation_dB=120, window=gr.firdes.WIN_BLACKMAN_hARRIS)
+
+ # Calculate the number of taps per channel for our own information
+ tpc = scipy.ceil(float(len(self._taps)) / float(self._interp))
+ print "Number of taps: ", len(self._taps)
+ print "Number of filters: ", self._interp
+ print "Taps per channel: ", tpc
+
+ # Create a couple of signals at different frequencies
+ self.signal1 = gr.sig_source_c(self._fs, gr.GR_SIN_WAVE, freq1, 0.5)
+ self.signal2 = gr.sig_source_c(self._fs, gr.GR_SIN_WAVE, freq2, 0.5)
+ self.signal = gr.add_cc()
+
+ self.head = gr.head(gr.sizeof_gr_complex, self._N)
+
+ # Construct the PFB interpolator filter
+ self.pfb = blks2.pfb_interpolator_ccf(self._interp, self._taps)
+
+ # Construct the PFB arbitrary resampler filter
+ self.pfb_ar = blks2.pfb_arb_resampler_ccf(self._ainterp, self._taps2, flt_size)
+ self.snk_i = gr.vector_sink_c()
+
+ #self.pfb_ar.pfb.print_taps()
+ #self.pfb.pfb.print_taps()
+
+ # Connect the blocks
+ self.connect(self.signal1, self.head, (self.signal,0))
+ self.connect(self.signal2, (self.signal,1))
+ self.connect(self.signal, self.pfb)
+ self.connect(self.signal, self.pfb_ar)
+ self.connect(self.signal, self.snk_i)
+
+ # Create the sink for the interpolated signals
+ self.snk1 = gr.vector_sink_c()
+ self.snk2 = gr.vector_sink_c()
+ self.connect(self.pfb, self.snk1)
+ self.connect(self.pfb_ar, self.snk2)
+
+
+def main():
+ tb = pfb_top_block()
+
+ tstart = time.time()
+ tb.run()
+ tend = time.time()
+ print "Run time: %f" % (tend - tstart)
+
+
+ if 1:
+ fig1 = pylab.figure(1, figsize=(12,10), facecolor="w")
+ fig2 = pylab.figure(2, figsize=(12,10), facecolor="w")
+ fig3 = pylab.figure(3, figsize=(12,10), facecolor="w")
+
+ Ns = 10000
+ Ne = 10000
+
+ fftlen = 8192
+ winfunc = scipy.blackman
+
+ # Plot input signal
+ fs = tb._fs
+
+ d = tb.snk_i.data()[Ns:Ns+Ne]
+ sp1_f = fig1.add_subplot(2, 1, 1)
+
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_in = 10.0*scipy.log10(abs(fftpack.fftshift(X)))
+ f_in = scipy.arange(-fs/2.0, fs/2.0, fs/float(X_in.size))
+ p1_f = sp1_f.plot(f_in, X_in, "b")
+ sp1_f.set_xlim([min(f_in), max(f_in)+1])
+ sp1_f.set_ylim([-200.0, 50.0])
+
+
+ sp1_f.set_title("Input Signal", weight="bold")
+ sp1_f.set_xlabel("Frequency (Hz)")
+ sp1_f.set_ylabel("Power (dBW)")
+
+ Ts = 1.0/fs
+ Tmax = len(d)*Ts
+
+ t_in = scipy.arange(0, Tmax, Ts)
+ x_in = scipy.array(d)
+ sp1_t = fig1.add_subplot(2, 1, 2)
+ p1_t = sp1_t.plot(t_in, x_in.real, "b-o")
+ #p1_t = sp1_t.plot(t_in, x_in.imag, "r-o")
+ sp1_t.set_ylim([-2.5, 2.5])
+
+ sp1_t.set_title("Input Signal", weight="bold")
+ sp1_t.set_xlabel("Time (s)")
+ sp1_t.set_ylabel("Amplitude")
+
+
+ # Plot output of PFB interpolator
+ fs_int = tb._fs*tb._interp
+
+ sp2_f = fig2.add_subplot(2, 1, 1)
+ d = tb.snk1.data()[Ns:Ns+(tb._interp*Ne)]
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_o = 10.0*scipy.log10(abs(fftpack.fftshift(X)))
+ f_o = scipy.arange(-fs_int/2.0, fs_int/2.0, fs_int/float(X_o.size))
+ p2_f = sp2_f.plot(f_o, X_o, "b")
+ sp2_f.set_xlim([min(f_o), max(f_o)+1])
+ sp2_f.set_ylim([-200.0, 50.0])
+
+ sp2_f.set_title("Output Signal from PFB Interpolator", weight="bold")
+ sp2_f.set_xlabel("Frequency (Hz)")
+ sp2_f.set_ylabel("Power (dBW)")
+
+ Ts_int = 1.0/fs_int
+ Tmax = len(d)*Ts_int
+
+ t_o = scipy.arange(0, Tmax, Ts_int)
+ x_o1 = scipy.array(d)
+ sp2_t = fig2.add_subplot(2, 1, 2)
+ p2_t = sp2_t.plot(t_o, x_o1.real, "b-o")
+ #p2_t = sp2_t.plot(t_o, x_o.imag, "r-o")
+ sp2_t.set_ylim([-2.5, 2.5])
+
+ sp2_t.set_title("Output Signal from PFB Interpolator", weight="bold")
+ sp2_t.set_xlabel("Time (s)")
+ sp2_t.set_ylabel("Amplitude")
+
+
+ # Plot output of PFB arbitrary resampler
+ fs_aint = tb._fs * tb._ainterp
+
+ sp3_f = fig3.add_subplot(2, 1, 1)
+ d = tb.snk2.data()[Ns:Ns+(tb._interp*Ne)]
+ X,freq = mlab.psd(d, NFFT=fftlen, noverlap=fftlen/4, Fs=fs,
+ window = lambda d: d*winfunc(fftlen),
+ scale_by_freq=True)
+ X_o = 10.0*scipy.log10(abs(fftpack.fftshift(X)))
+ f_o = scipy.arange(-fs_aint/2.0, fs_aint/2.0, fs_aint/float(X_o.size))
+ p3_f = sp3_f.plot(f_o, X_o, "b")
+ sp3_f.set_xlim([min(f_o), max(f_o)+1])
+ sp3_f.set_ylim([-200.0, 50.0])
+
+ sp3_f.set_title("Output Signal from PFB Arbitrary Resampler", weight="bold")
+ sp3_f.set_xlabel("Frequency (Hz)")
+ sp3_f.set_ylabel("Power (dBW)")
+
+ Ts_aint = 1.0/fs_aint
+ Tmax = len(d)*Ts_aint
+
+ t_o = scipy.arange(0, Tmax, Ts_aint)
+ x_o2 = scipy.array(d)
+ sp3_f = fig3.add_subplot(2, 1, 2)
+ p3_f = sp3_f.plot(t_o, x_o2.real, "b-o")
+ p3_f = sp3_f.plot(t_o, x_o1.real, "m-o")
+ #p3_f = sp3_f.plot(t_o, x_o2.imag, "r-o")
+ sp3_f.set_ylim([-2.5, 2.5])
+
+ sp3_f.set_title("Output Signal from PFB Arbitrary Resampler", weight="bold")
+ sp3_f.set_xlabel("Time (s)")
+ sp3_f.set_ylabel("Amplitude")
+
+ pylab.show()
+
+
+if __name__ == "__main__":
+ try:
+ main()
+ except KeyboardInterrupt:
+ pass
+
diff --git a/gnuradio-core/src/examples/pfb/reconstruction.py b/gnuradio-core/src/examples/pfb/reconstruction.py
new file mode 100755
index 000000000..c7909f7a5
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/reconstruction.py
@@ -0,0 +1,131 @@
+#!/usr/bin/env python
+
+import scipy, math, pylab
+from scipy import fftpack
+from gnuradio import gr, digital, blks2
+
+fftlen = 8192
+
+def main():
+ N = 10000
+ fs = 2000.0
+ Ts = 1.0/fs
+ t = scipy.arange(0, N*Ts, Ts)
+
+ # When playing with the number of channels, be careful about the filter
+ # specs and the channel map of the synthesizer set below.
+ nchans = 10
+
+ # Build the filter(s)
+ bw = 1000
+ tb = 400
+ proto_taps = gr.firdes.low_pass_2(1, nchans*fs, bw, tb, 80,
+ gr.firdes.WIN_BLACKMAN_hARRIS)
+ print "Filter length: ", len(proto_taps)
+
+
+ # Create a modulated signal
+ npwr = 0.01
+ data = scipy.random.randint(0, 256, N)
+ rrc_taps = gr.firdes.root_raised_cosine(1, 2, 1, 0.35, 41)
+
+ src = gr.vector_source_b(data.astype(scipy.uint8).tolist(), False)
+ mod = digital.bpsk_mod(samples_per_symbol=2)
+ chan = gr.channel_model(npwr)
+ rrc = gr.fft_filter_ccc(1, rrc_taps)
+
+ # Split it up into pieces
+ channelizer = blks2.pfb_channelizer_ccf(nchans, proto_taps, 2)
+
+ # Put the pieces back together again
+ syn_taps = [nchans*t for t in proto_taps]
+ synthesizer = gr.pfb_synthesizer_ccf(nchans, syn_taps, True)
+ src_snk = gr.vector_sink_c()
+ snk = gr.vector_sink_c()
+
+ # Remap the location of the channels
+ # Can be done in synth or channelizer (watch out for rotattions in
+ # the channelizer)
+ synthesizer.set_channel_map([ 0, 1, 2, 3, 4,
+ 15, 16, 17, 18, 19])
+
+ tb = gr.top_block()
+ tb.connect(src, mod, chan, rrc, channelizer)
+ tb.connect(rrc, src_snk)
+
+ vsnk = []
+ for i in xrange(nchans):
+ tb.connect((channelizer,i), (synthesizer, i))
+
+ vsnk.append(gr.vector_sink_c())
+ tb.connect((channelizer,i), vsnk[i])
+
+ tb.connect(synthesizer, snk)
+ tb.run()
+
+ sin = scipy.array(src_snk.data()[1000:])
+ sout = scipy.array(snk.data()[1000:])
+
+
+ # Plot original signal
+ fs_in = nchans*fs
+ f1 = pylab.figure(1, figsize=(16,12), facecolor='w')
+ s11 = f1.add_subplot(2,2,1)
+ s11.psd(sin, NFFT=fftlen, Fs=fs_in)
+ s11.set_title("PSD of Original Signal")
+ s11.set_ylim([-200, -20])
+
+ s12 = f1.add_subplot(2,2,2)
+ s12.plot(sin.real[1000:1500], "o-b")
+ s12.plot(sin.imag[1000:1500], "o-r")
+ s12.set_title("Original Signal in Time")
+
+ start = 1
+ skip = 4
+ s13 = f1.add_subplot(2,2,3)
+ s13.plot(sin.real[start::skip], sin.imag[start::skip], "o")
+ s13.set_title("Constellation")
+ s13.set_xlim([-2, 2])
+ s13.set_ylim([-2, 2])
+
+ # Plot channels
+ nrows = int(scipy.sqrt(nchans))
+ ncols = int(scipy.ceil(float(nchans)/float(nrows)))
+
+ f2 = pylab.figure(2, figsize=(16,12), facecolor='w')
+ for n in xrange(nchans):
+ s = f2.add_subplot(nrows, ncols, n+1)
+ s.psd(vsnk[n].data(), NFFT=fftlen, Fs=fs_in)
+ s.set_title("Channel {0}".format(n))
+ s.set_ylim([-200, -20])
+
+ # Plot reconstructed signal
+ fs_out = 2*nchans*fs
+ f3 = pylab.figure(3, figsize=(16,12), facecolor='w')
+ s31 = f3.add_subplot(2,2,1)
+ s31.psd(sout, NFFT=fftlen, Fs=fs_out)
+ s31.set_title("PSD of Reconstructed Signal")
+ s31.set_ylim([-200, -20])
+
+ s32 = f3.add_subplot(2,2,2)
+ s32.plot(sout.real[1000:1500], "o-b")
+ s32.plot(sout.imag[1000:1500], "o-r")
+ s32.set_title("Reconstructed Signal in Time")
+
+ start = 2
+ skip = 4
+ s33 = f3.add_subplot(2,2,3)
+ s33.plot(sout.real[start::skip], sout.imag[start::skip], "o")
+ s33.set_title("Constellation")
+ s33.set_xlim([-2, 2])
+ s33.set_ylim([-2, 2])
+
+ pylab.show()
+
+
+if __name__ == "__main__":
+ try:
+ main()
+ except KeyboardInterrupt:
+ pass
+
diff --git a/gnuradio-core/src/examples/pfb/resampler.py b/gnuradio-core/src/examples/pfb/resampler.py
new file mode 100755
index 000000000..7b296ca71
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/resampler.py
@@ -0,0 +1,127 @@
+#!/usr/bin/env python
+#
+# Copyright 2009 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.
+#
+
+from gnuradio import gr, blks2
+import sys
+
+try:
+ import scipy
+except ImportError:
+ print "Error: Program requires scipy (see: www.scipy.org)."
+ sys.exit(1)
+
+try:
+ import pylab
+except ImportError:
+ print "Error: Program requires matplotlib (see: matplotlib.sourceforge.net)."
+ sys.exit(1)
+
+class mytb(gr.top_block):
+ def __init__(self, fs_in, fs_out, fc, N=10000):
+ gr.top_block.__init__(self)
+
+ rerate = float(fs_out) / float(fs_in)
+ print "Resampling from %f to %f by %f " %(fs_in, fs_out, rerate)
+
+ # Creating our own taps
+ taps = gr.firdes.low_pass_2(32, 32, 0.25, 0.1, 80)
+
+ self.src = gr.sig_source_c(fs_in, gr.GR_SIN_WAVE, fc, 1)
+ #self.src = gr.noise_source_c(gr.GR_GAUSSIAN, 1)
+ self.head = gr.head(gr.sizeof_gr_complex, N)
+
+ # A resampler with our taps
+ self.resamp_0 = blks2.pfb_arb_resampler_ccf(rerate, taps,
+ flt_size=32)
+
+ # A resampler that just needs a resampling rate.
+ # Filter is created for us and designed to cover
+ # entire bandwidth of the input signal.
+ # An optional atten=XX rate can be used here to
+ # specify the out-of-band rejection (default=80).
+ self.resamp_1 = blks2.pfb_arb_resampler_ccf(rerate)
+
+ self.snk_in = gr.vector_sink_c()
+ self.snk_0 = gr.vector_sink_c()
+ self.snk_1 = gr.vector_sink_c()
+
+ self.connect(self.src, self.head, self.snk_in)
+ self.connect(self.head, self.resamp_0, self.snk_0)
+ self.connect(self.head, self.resamp_1, self.snk_1)
+
+def main():
+ fs_in = 8000
+ fs_out = 20000
+ fc = 1000
+ N = 10000
+
+ tb = mytb(fs_in, fs_out, fc, N)
+ tb.run()
+
+
+ # Plot PSD of signals
+ nfftsize = 2048
+ fig1 = pylab.figure(1, figsize=(10,10), facecolor="w")
+ sp1 = fig1.add_subplot(2,1,1)
+ sp1.psd(tb.snk_in.data(), NFFT=nfftsize,
+ noverlap=nfftsize/4, Fs = fs_in)
+ sp1.set_title(("Input Signal at f_s=%.2f kHz" % (fs_in/1000.0)))
+ sp1.set_xlim([-fs_in/2, fs_in/2])
+
+ sp2 = fig1.add_subplot(2,1,2)
+ sp2.psd(tb.snk_0.data(), NFFT=nfftsize,
+ noverlap=nfftsize/4, Fs = fs_out,
+ label="With our filter")
+ sp2.psd(tb.snk_1.data(), NFFT=nfftsize,
+ noverlap=nfftsize/4, Fs = fs_out,
+ label="With auto-generated filter")
+ sp2.set_title(("Output Signals at f_s=%.2f kHz" % (fs_out/1000.0)))
+ sp2.set_xlim([-fs_out/2, fs_out/2])
+ sp2.legend()
+
+ # Plot signals in time
+ Ts_in = 1.0/fs_in
+ Ts_out = 1.0/fs_out
+ t_in = scipy.arange(0, len(tb.snk_in.data())*Ts_in, Ts_in)
+ t_out = scipy.arange(0, len(tb.snk_0.data())*Ts_out, Ts_out)
+
+ fig2 = pylab.figure(2, figsize=(10,10), facecolor="w")
+ sp21 = fig2.add_subplot(2,1,1)
+ sp21.plot(t_in, tb.snk_in.data())
+ sp21.set_title(("Input Signal at f_s=%.2f kHz" % (fs_in/1000.0)))
+ sp21.set_xlim([t_in[100], t_in[200]])
+
+ sp22 = fig2.add_subplot(2,1,2)
+ sp22.plot(t_out, tb.snk_0.data(),
+ label="With our filter")
+ sp22.plot(t_out, tb.snk_1.data(),
+ label="With auto-generated filter")
+ sp22.set_title(("Output Signals at f_s=%.2f kHz" % (fs_out/1000.0)))
+ r = float(fs_out)/float(fs_in)
+ sp22.set_xlim([t_out[r * 100], t_out[r * 200]])
+ sp22.legend()
+
+ pylab.show()
+
+if __name__ == "__main__":
+ main()
+
diff --git a/gnuradio-core/src/examples/pfb/resampler_demo.grc b/gnuradio-core/src/examples/pfb/resampler_demo.grc
new file mode 100644
index 000000000..468636a5c
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/resampler_demo.grc
@@ -0,0 +1,598 @@
+<?xml version='1.0' encoding='ASCII'?>
+<flow_graph>
+ <timestamp>Sun Aug 23 11:39:47 2009</timestamp>
+ <block>
+ <key>options</key>
+ <param>
+ <key>id</key>
+ <value>resampler_demo</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>title</key>
+ <value></value>
+ </param>
+ <param>
+ <key>author</key>
+ <value></value>
+ </param>
+ <param>
+ <key>description</key>
+ <value></value>
+ </param>
+ <param>
+ <key>window_size</key>
+ <value>1280, 1024</value>
+ </param>
+ <param>
+ <key>generate_options</key>
+ <value>wx_gui</value>
+ </param>
+ <param>
+ <key>category</key>
+ <value>Custom</value>
+ </param>
+ <param>
+ <key>run</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>realtime_scheduling</key>
+ <value></value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(10, 10)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>import</key>
+ <param>
+ <key>id</key>
+ <value>import_0</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>import</key>
+ <value>import math</value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(11, 59)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>variable</key>
+ <param>
+ <key>id</key>
+ <value>rs_taps</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>value</key>
+ <value>firdes.low_pass(nphases, nphases, frac_bw, 0.5-frac_bw)</value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(273, 154)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>gr_add_const_vxx</key>
+ <param>
+ <key>id</key>
+ <value>adder</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>type</key>
+ <value>float</value>
+ </param>
+ <param>
+ <key>const</key>
+ <value>-1.0</value>
+ </param>
+ <param>
+ <key>vlen</key>
+ <value>1</value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(227, 303)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>gr_throttle</key>
+ <param>
+ <key>id</key>
+ <value>throttle</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>type</key>
+ <value>float</value>
+ </param>
+ <param>
+ <key>samples_per_second</key>
+ <value>samp_rate</value>
+ </param>
+ <param>
+ <key>vlen</key>
+ <value>1</value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(227, 493)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>wxgui_fftsink2</key>
+ <param>
+ <key>id</key>
+ <value>orig_fft</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>type</key>
+ <value>complex</value>
+ </param>
+ <param>
+ <key>title</key>
+ <value>Original Spectrum</value>
+ </param>
+ <param>
+ <key>samp_rate</key>
+ <value>samp_rate</value>
+ </param>
+ <param>
+ <key>baseband_freq</key>
+ <value>0</value>
+ </param>
+ <param>
+ <key>y_per_div</key>
+ <value>10</value>
+ </param>
+ <param>
+ <key>y_divs</key>
+ <value>10</value>
+ </param>
+ <param>
+ <key>ref_level</key>
+ <value>30</value>
+ </param>
+ <param>
+ <key>fft_size</key>
+ <value>1024</value>
+ </param>
+ <param>
+ <key>fft_rate</key>
+ <value>30</value>
+ </param>
+ <param>
+ <key>peak_hold</key>
+ <value>False</value>
+ </param>
+ <param>
+ <key>average</key>
+ <value>False</value>
+ </param>
+ <param>
+ <key>avg_alpha</key>
+ <value>0</value>
+ </param>
+ <param>
+ <key>grid_pos</key>
+ <value>1, 0, 1, 3</value>
+ </param>
+ <param>
+ <key>notebook</key>
+ <value></value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(409, 289)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>180</value>
+ </param>
+ </block>
+ <block>
+ <key>wxgui_fftsink2</key>
+ <param>
+ <key>id</key>
+ <value>resamp_fft</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>type</key>
+ <value>complex</value>
+ </param>
+ <param>
+ <key>title</key>
+ <value>Resampled Spectrum</value>
+ </param>
+ <param>
+ <key>samp_rate</key>
+ <value>new_rate</value>
+ </param>
+ <param>
+ <key>baseband_freq</key>
+ <value>0</value>
+ </param>
+ <param>
+ <key>y_per_div</key>
+ <value>10</value>
+ </param>
+ <param>
+ <key>y_divs</key>
+ <value>10</value>
+ </param>
+ <param>
+ <key>ref_level</key>
+ <value>30</value>
+ </param>
+ <param>
+ <key>fft_size</key>
+ <value>1024</value>
+ </param>
+ <param>
+ <key>fft_rate</key>
+ <value>30</value>
+ </param>
+ <param>
+ <key>peak_hold</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>average</key>
+ <value>False</value>
+ </param>
+ <param>
+ <key>avg_alpha</key>
+ <value>0</value>
+ </param>
+ <param>
+ <key>grid_pos</key>
+ <value>2, 0, 1, 3</value>
+ </param>
+ <param>
+ <key>notebook</key>
+ <value></value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(640, 256)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>180</value>
+ </param>
+ </block>
+ <block>
+ <key>gr_sig_source_x</key>
+ <param>
+ <key>id</key>
+ <value>tri_source</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>type</key>
+ <value>float</value>
+ </param>
+ <param>
+ <key>samp_rate</key>
+ <value>samp_rate</value>
+ </param>
+ <param>
+ <key>waveform</key>
+ <value>gr.GR_TRI_WAVE</value>
+ </param>
+ <param>
+ <key>freq</key>
+ <value>0.05</value>
+ </param>
+ <param>
+ <key>amp</key>
+ <value>2.0</value>
+ </param>
+ <param>
+ <key>offset</key>
+ <value>0</value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(21, 271)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>gr_frequency_modulator_fc</key>
+ <param>
+ <key>id</key>
+ <value>fm_mod</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>sensitivity</key>
+ <value>math.pi</value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(411, 493)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>blks2_pfb_arb_resampler_ccf</key>
+ <param>
+ <key>id</key>
+ <value>resampler</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>rate</key>
+ <value>float(new_rate)/samp_rate</value>
+ </param>
+ <param>
+ <key>taps</key>
+ <value>rs_taps</value>
+ </param>
+ <param>
+ <key>size</key>
+ <value>nphases</value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(641, 477)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>variable</key>
+ <param>
+ <key>id</key>
+ <value>nphases</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>value</key>
+ <value>32</value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(185, 153)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>variable_static_text</key>
+ <param>
+ <key>id</key>
+ <value>samp_rate</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>label</key>
+ <value>Sample Rate</value>
+ </param>
+ <param>
+ <key>value</key>
+ <value>44100</value>
+ </param>
+ <param>
+ <key>converver</key>
+ <value>float_converter</value>
+ </param>
+ <param>
+ <key>formatter</key>
+ <value>None</value>
+ </param>
+ <param>
+ <key>grid_pos</key>
+ <value>0, 0, 1, 1</value>
+ </param>
+ <param>
+ <key>notebook</key>
+ <value></value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(179, 14)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>variable_static_text</key>
+ <param>
+ <key>id</key>
+ <value>new_rate</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>label</key>
+ <value>Resampled Rate</value>
+ </param>
+ <param>
+ <key>value</key>
+ <value>48000</value>
+ </param>
+ <param>
+ <key>converver</key>
+ <value>float_converter</value>
+ </param>
+ <param>
+ <key>formatter</key>
+ <value>None</value>
+ </param>
+ <param>
+ <key>grid_pos</key>
+ <value>0, 1, 1, 1</value>
+ </param>
+ <param>
+ <key>notebook</key>
+ <value></value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(328, 15)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <block>
+ <key>variable_static_text</key>
+ <param>
+ <key>id</key>
+ <value>frac_bw</value>
+ </param>
+ <param>
+ <key>_enabled</key>
+ <value>True</value>
+ </param>
+ <param>
+ <key>label</key>
+ <value>Fractional Bandwidth</value>
+ </param>
+ <param>
+ <key>value</key>
+ <value>0.45</value>
+ </param>
+ <param>
+ <key>converver</key>
+ <value>float_converter</value>
+ </param>
+ <param>
+ <key>formatter</key>
+ <value>lambda x: "%0.2f"%x</value>
+ </param>
+ <param>
+ <key>grid_pos</key>
+ <value>0,2,1,1</value>
+ </param>
+ <param>
+ <key>notebook</key>
+ <value></value>
+ </param>
+ <param>
+ <key>_coordinate</key>
+ <value>(473, 14)</value>
+ </param>
+ <param>
+ <key>_rotation</key>
+ <value>0</value>
+ </param>
+ </block>
+ <connection>
+ <source_block_id>tri_source</source_block_id>
+ <sink_block_id>adder</sink_block_id>
+ <source_key>0</source_key>
+ <sink_key>0</sink_key>
+ </connection>
+ <connection>
+ <source_block_id>adder</source_block_id>
+ <sink_block_id>throttle</sink_block_id>
+ <source_key>0</source_key>
+ <sink_key>0</sink_key>
+ </connection>
+ <connection>
+ <source_block_id>resampler</source_block_id>
+ <sink_block_id>resamp_fft</sink_block_id>
+ <source_key>0</source_key>
+ <sink_key>0</sink_key>
+ </connection>
+ <connection>
+ <source_block_id>fm_mod</source_block_id>
+ <sink_block_id>resampler</sink_block_id>
+ <source_key>0</source_key>
+ <sink_key>0</sink_key>
+ </connection>
+ <connection>
+ <source_block_id>fm_mod</source_block_id>
+ <sink_block_id>orig_fft</sink_block_id>
+ <source_key>0</source_key>
+ <sink_key>0</sink_key>
+ </connection>
+ <connection>
+ <source_block_id>throttle</source_block_id>
+ <sink_block_id>fm_mod</sink_block_id>
+ <source_key>0</source_key>
+ <sink_key>0</sink_key>
+ </connection>
+</flow_graph>
diff --git a/gnuradio-core/src/examples/pfb/synth_filter.py b/gnuradio-core/src/examples/pfb/synth_filter.py
new file mode 100755
index 000000000..a91edfebf
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/synth_filter.py
@@ -0,0 +1,83 @@
+#!/usr/bin/env python
+#
+# Copyright 2010 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.
+#
+
+from gnuradio import gr, blks2
+import sys
+
+try:
+ import scipy
+except ImportError:
+ print "Error: Program requires scipy (see: www.scipy.org)."
+ sys.exit(1)
+
+try:
+ import pylab
+except ImportError:
+ print "Error: Program requires matplotlib (see: matplotlib.sourceforge.net)."
+ sys.exit(1)
+
+def main():
+ N = 1000000
+ fs = 8000
+
+ freqs = [100, 200, 300, 400, 500]
+ nchans = 7
+
+ sigs = list()
+ for fi in freqs:
+ s = gr.sig_source_c(fs, gr.GR_SIN_WAVE, fi, 1)
+ sigs.append(s)
+
+ taps = gr.firdes.low_pass_2(len(freqs), fs, fs/float(nchans)/2, 100, 100)
+ print "Num. Taps = %d (taps per filter = %d)" % (len(taps),
+ len(taps)/nchans)
+ filtbank = gr.pfb_synthesizer_ccf(nchans, taps)
+
+ head = gr.head(gr.sizeof_gr_complex, N)
+ snk = gr.vector_sink_c()
+
+ tb = gr.top_block()
+ tb.connect(filtbank, head, snk)
+
+ for i,si in enumerate(sigs):
+ tb.connect(si, (filtbank, i))
+
+ tb.run()
+
+ if 1:
+ f1 = pylab.figure(1)
+ s1 = f1.add_subplot(1,1,1)
+ s1.plot(snk.data()[1000:])
+
+ fftlen = 2048
+ f2 = pylab.figure(2)
+ s2 = f2.add_subplot(1,1,1)
+ winfunc = scipy.blackman
+ s2.psd(snk.data()[10000:], NFFT=fftlen,
+ Fs = nchans*fs,
+ noverlap=fftlen/4,
+ window = lambda d: d*winfunc(fftlen))
+
+ pylab.show()
+
+if __name__ == "__main__":
+ main()
diff --git a/gnuradio-core/src/examples/pfb/synth_to_chan.py b/gnuradio-core/src/examples/pfb/synth_to_chan.py
new file mode 100755
index 000000000..c6c80b2f8
--- /dev/null
+++ b/gnuradio-core/src/examples/pfb/synth_to_chan.py
@@ -0,0 +1,117 @@
+#!/usr/bin/env python
+#
+# Copyright 2010 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.
+#
+
+from gnuradio import gr, blks2
+import sys
+
+try:
+ import scipy
+except ImportError:
+ print "Error: Program requires scipy (see: www.scipy.org)."
+ sys.exit(1)
+
+try:
+ import pylab
+except ImportError:
+ print "Error: Program requires matplotlib (see: matplotlib.sourceforge.net)."
+ sys.exit(1)
+
+def main():
+ N = 1000000
+ fs = 8000
+
+ freqs = [100, 200, 300, 400, 500]
+ nchans = 7
+
+ sigs = list()
+ fmtx = list()
+ for fi in freqs:
+ s = gr.sig_source_f(fs, gr.GR_SIN_WAVE, fi, 1)
+ fm = blks2.nbfm_tx (fs, 4*fs, max_dev=10000, tau=75e-6)
+ sigs.append(s)
+ fmtx.append(fm)
+
+ syntaps = gr.firdes.low_pass_2(len(freqs), fs, fs/float(nchans)/2, 100, 100)
+ print "Synthesis Num. Taps = %d (taps per filter = %d)" % (len(syntaps),
+ len(syntaps)/nchans)
+ chtaps = gr.firdes.low_pass_2(len(freqs), fs, fs/float(nchans)/2, 100, 100)
+ print "Channelizer Num. Taps = %d (taps per filter = %d)" % (len(chtaps),
+ len(chtaps)/nchans)
+ filtbank = gr.pfb_synthesizer_ccf(nchans, syntaps)
+ channelizer = blks2.pfb_channelizer_ccf(nchans, chtaps)
+
+ noise_level = 0.01
+ head = gr.head(gr.sizeof_gr_complex, N)
+ noise = gr.noise_source_c(gr.GR_GAUSSIAN, noise_level)
+ addnoise = gr.add_cc()
+ snk_synth = gr.vector_sink_c()
+
+ tb = gr.top_block()
+
+ tb.connect(noise, (addnoise,0))
+ tb.connect(filtbank, head, (addnoise, 1))
+ tb.connect(addnoise, channelizer)
+ tb.connect(addnoise, snk_synth)
+
+ snk = list()
+ for i,si in enumerate(sigs):
+ tb.connect(si, fmtx[i], (filtbank, i))
+
+ for i in xrange(nchans):
+ snk.append(gr.vector_sink_c())
+ tb.connect((channelizer, i), snk[i])
+
+ tb.run()
+
+ if 1:
+ channel = 1
+ data = snk[channel].data()[1000:]
+
+ f1 = pylab.figure(1)
+ s1 = f1.add_subplot(1,1,1)
+ s1.plot(data[10000:10200] )
+ s1.set_title(("Output Signal from Channel %d" % channel))
+
+ fftlen = 2048
+ winfunc = scipy.blackman
+ #winfunc = scipy.hamming
+
+ f2 = pylab.figure(2)
+ s2 = f2.add_subplot(1,1,1)
+ s2.psd(data, NFFT=fftlen,
+ Fs = nchans*fs,
+ noverlap=fftlen/4,
+ window = lambda d: d*winfunc(fftlen))
+ s2.set_title(("Output PSD from Channel %d" % channel))
+
+ f3 = pylab.figure(3)
+ s3 = f3.add_subplot(1,1,1)
+ s3.psd(snk_synth.data()[1000:], NFFT=fftlen,
+ Fs = nchans*fs,
+ noverlap=fftlen/4,
+ window = lambda d: d*winfunc(fftlen))
+ s3.set_title("Output of Synthesis Filter")
+
+ pylab.show()
+
+if __name__ == "__main__":
+ main()