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authortrondeau2007-08-04 15:21:34 +0000
committertrondeau2007-08-04 15:21:34 +0000
commit9967e2e7664dbc96a5d1587c194cc648d01cf487 (patch)
treea86af8700d6934f9e5a82011373dd7740b539351 /gnuradio-examples/python/ofdm
parente1ba40adade7ca7c1d732b4739c3889f2c6fd7a6 (diff)
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merged -r5966:6112 on trondeau/ofdm_mod. Allows for generic constellations (supports bpsk, qpsk, 8psk, qam16, qam64, and qam256 currently), fixes some bugs in the correlation and altered default parameters for over-the-air operation. This merge fixes ticket:156 and ticket:157.
git-svn-id: http://gnuradio.org/svn/gnuradio/trunk@6113 221aa14e-8319-0410-a670-987f0aec2ac5
Diffstat (limited to 'gnuradio-examples/python/ofdm')
-rwxr-xr-xgnuradio-examples/python/ofdm/benchmark_ofdm.py14
-rwxr-xr-xgnuradio-examples/python/ofdm/benchmark_ofdm_rx.py2
-rwxr-xr-xgnuradio-examples/python/ofdm/benchmark_ofdm_tx.py4
-rw-r--r--gnuradio-examples/python/ofdm/receive_path.py8
-rw-r--r--gnuradio-examples/python/ofdm/transmit_path.py2
-rwxr-xr-xgnuradio-examples/python/ofdm/tunnel.py435
6 files changed, 451 insertions, 14 deletions
diff --git a/gnuradio-examples/python/ofdm/benchmark_ofdm.py b/gnuradio-examples/python/ofdm/benchmark_ofdm.py
index 778025405..690c57d60 100755
--- a/gnuradio-examples/python/ofdm/benchmark_ofdm.py
+++ b/gnuradio-examples/python/ofdm/benchmark_ofdm.py
@@ -36,14 +36,15 @@ class my_graph(gr.flow_graph):
def __init__(self, callback, options):
gr.flow_graph.__init__(self)
- if options.channel_on:
+ if not options.channel_off:
SNR = 10.0**(options.snr/10.0)
- power_in_signal = 1.0
+ power_in_signal = abs(options.tx_amplitude)**2.0
noise_power_in_channel = power_in_signal/SNR
noise_voltage = math.sqrt(noise_power_in_channel/2.0)
print "Noise voltage: ", noise_voltage
frequency_offset = options.frequency_offset / options.fft_length
+ print "Frequency offset: ", frequency_offset
if options.multipath_on:
taps = [1.0, .2, 0.0, .1, .08, -.4, .12, -.2, 0, 0, 0, .3]
@@ -70,7 +71,8 @@ class my_graph(gr.flow_graph):
self.mux = gr.stream_mux(gr.sizeof_gr_complex, stream_size)
self.throttle = gr.throttle(gr.sizeof_gr_complex, options.sample_rate)
- self.channel = blks.channel_model(self, noise_voltage, frequency_offset, options.clockrate_ratio, taps)
+ self.channel = blks.channel_model(self, noise_voltage, frequency_offset,
+ options.clockrate_ratio, taps)
self.rxpath = receive_path(self, callback, options)
self.connect(self.zeros, (self.mux,0))
@@ -116,7 +118,7 @@ def main():
parser = OptionParser(option_class=eng_option, conflict_handler="resolve")
expert_grp = parser.add_option_group("Expert")
- parser.add_option("-s", "--size", type="eng_float", default=1450,
+ parser.add_option("-s", "--size", type="eng_float", default=400,
help="set packet size [default=%default]")
parser.add_option("-M", "--megabytes", type="eng_float", default=1.0,
help="set megabytes to transmit [default=%default]")
@@ -130,8 +132,8 @@ def main():
help="set clock rate ratio (sample rate difference) between two systems [default=%default]")
parser.add_option("","--discontinuous", type="int", default=0,
help="enable discontinous transmission, burst of N packets [Default is continuous]")
- parser.add_option("","--channel-on", action="store_true", default=True,
- help="Enables AWGN, freq offset")
+ parser.add_option("","--channel-off", action="store_true", default=False,
+ help="Turns AWGN, freq offset channel off")
parser.add_option("","--multipath-on", action="store_true", default=False,
help="enable multipath")
diff --git a/gnuradio-examples/python/ofdm/benchmark_ofdm_rx.py b/gnuradio-examples/python/ofdm/benchmark_ofdm_rx.py
index 3e033af4e..a8c20d390 100755
--- a/gnuradio-examples/python/ofdm/benchmark_ofdm_rx.py
+++ b/gnuradio-examples/python/ofdm/benchmark_ofdm_rx.py
@@ -128,7 +128,7 @@ class usrp_graph(gr.flow_graph):
expert.add_option("", "--rx-freq", type="eng_float", default=None,
help="set Rx frequency to FREQ [default=%default]", metavar="FREQ")
- expert.add_option("-d", "--decim", type="intx", default=32,
+ expert.add_option("-d", "--decim", type="intx", default=128,
help="set fpga decimation rate to DECIM [default=%default]")
expert.add_option("", "--snr", type="eng_float", default=30,
help="set the SNR of the channel in dB [default=%default]")
diff --git a/gnuradio-examples/python/ofdm/benchmark_ofdm_tx.py b/gnuradio-examples/python/ofdm/benchmark_ofdm_tx.py
index ac7bc0bc7..a9d1e00e6 100755
--- a/gnuradio-examples/python/ofdm/benchmark_ofdm_tx.py
+++ b/gnuradio-examples/python/ofdm/benchmark_ofdm_tx.py
@@ -131,7 +131,7 @@ class usrp_graph(gr.flow_graph):
expert.add_option("", "--tx-freq", type="eng_float", default=None,
help="set transmit frequency to FREQ [default=%default]", metavar="FREQ")
- expert.add_option("-i", "--interp", type="intx", default=64,
+ expert.add_option("-i", "--interp", type="intx", default=256,
help="set fpga interpolation rate to INTERP [default=%default]")
# Make a static method to call before instantiation
add_options = staticmethod(add_options)
@@ -171,7 +171,7 @@ def main():
parser = OptionParser(option_class=eng_option, conflict_handler="resolve")
expert_grp = parser.add_option_group("Expert")
- parser.add_option("-s", "--size", type="eng_float", default=1450,
+ parser.add_option("-s", "--size", type="eng_float", default=400,
help="set packet size [default=%default]")
parser.add_option("-M", "--megabytes", type="eng_float", default=1.0,
help="set megabytes to transmit [default=%default]")
diff --git a/gnuradio-examples/python/ofdm/receive_path.py b/gnuradio-examples/python/ofdm/receive_path.py
index 93e1e59a3..2ebaad883 100644
--- a/gnuradio-examples/python/ofdm/receive_path.py
+++ b/gnuradio-examples/python/ofdm/receive_path.py
@@ -47,10 +47,10 @@ class receive_path(gr.hier_block):
blks.ofdm_demod(fg, options, callback=self._rx_callback)
# Carrier Sensing Blocks
- #alpha = 0.001
- #thresh = 30 # in dB, will have to adjust
- #self.probe = gr.probe_avg_mag_sqrd_c(thresh,alpha)
- #fg.connect(self.chan_filt, self.probe)
+ alpha = 0.001
+ thresh = 30 # in dB, will have to adjust
+ self.probe = gr.probe_avg_mag_sqrd_c(thresh,alpha)
+ fg.connect(self.ofdm_rx.ofdm_recv.chan_filt, self.probe)
# Display some information about the setup
if self._verbose:
diff --git a/gnuradio-examples/python/ofdm/transmit_path.py b/gnuradio-examples/python/ofdm/transmit_path.py
index 080aee923..f15845b00 100644
--- a/gnuradio-examples/python/ofdm/transmit_path.py
+++ b/gnuradio-examples/python/ofdm/transmit_path.py
@@ -73,7 +73,7 @@ class transmit_path(gr.hier_block):
"""
Adds transmitter-specific options to the Options Parser
"""
- normal.add_option("", "--tx-amplitude", type="eng_float", default=1, metavar="AMPL",
+ normal.add_option("", "--tx-amplitude", type="eng_float", default=200, metavar="AMPL",
help="set transmitter digital amplitude: 0 <= AMPL < 32768 [default=%default]")
normal.add_option("-v", "--verbose", action="store_true", default=False)
expert.add_option("", "--log", action="store_true", default=False,
diff --git a/gnuradio-examples/python/ofdm/tunnel.py b/gnuradio-examples/python/ofdm/tunnel.py
new file mode 100755
index 000000000..5babd3282
--- /dev/null
+++ b/gnuradio-examples/python/ofdm/tunnel.py
@@ -0,0 +1,435 @@
+#!/usr/bin/env python
+#
+# Copyright 2005,2006 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 2, 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.
+#
+
+
+# /////////////////////////////////////////////////////////////////////////////
+#
+# This code sets up up a virtual ethernet interface (typically gr0),
+# and relays packets between the interface and the GNU Radio PHY+MAC
+#
+# What this means in plain language, is that if you've got a couple
+# of USRPs on different machines, and if you run this code on those
+# machines, you can talk between them using normal TCP/IP networking.
+#
+# /////////////////////////////////////////////////////////////////////////////
+
+
+from gnuradio import gr, gru, blks
+from gnuradio import usrp
+from gnuradio import eng_notation
+from gnuradio.eng_option import eng_option
+from optparse import OptionParser
+
+import random
+import time
+import struct
+import sys
+import os
+
+# from current dir
+from transmit_path import transmit_path
+from receive_path import receive_path
+import fusb_options
+
+#print os.getpid()
+#raw_input('Attach and press enter')
+
+
+# /////////////////////////////////////////////////////////////////////////////
+#
+# Use the Universal TUN/TAP device driver to move packets to/from kernel
+#
+# See /usr/src/linux/Documentation/networking/tuntap.txt
+#
+# /////////////////////////////////////////////////////////////////////////////
+
+# Linux specific...
+# TUNSETIFF ifr flags from <linux/tun_if.h>
+
+IFF_TUN = 0x0001 # tunnel IP packets
+IFF_TAP = 0x0002 # tunnel ethernet frames
+IFF_NO_PI = 0x1000 # don't pass extra packet info
+IFF_ONE_QUEUE = 0x2000 # beats me ;)
+
+def open_tun_interface(tun_device_filename):
+ from fcntl import ioctl
+
+ mode = IFF_TAP | IFF_NO_PI
+ TUNSETIFF = 0x400454ca
+
+ tun = os.open(tun_device_filename, os.O_RDWR)
+ ifs = ioctl(tun, TUNSETIFF, struct.pack("16sH", "gr%d", mode))
+ ifname = ifs[:16].strip("\x00")
+ return (tun, ifname)
+
+
+# /////////////////////////////////////////////////////////////////////////////
+# the flow graph
+# /////////////////////////////////////////////////////////////////////////////
+
+class usrp_graph(gr.flow_graph):
+ def __init__(self, callback, options):
+ gr.flow_graph.__init__(self)
+
+ self._tx_freq = options.tx_freq # tranmitter's center frequency
+ self._tx_subdev_spec = options.tx_subdev_spec # daughterboard to use
+ self._interp = options.interp # interpolating rate for the USRP (prelim)
+ self._rx_freq = options.rx_freq # receiver's center frequency
+ self._rx_gain = options.rx_gain # receiver's gain
+ self._rx_subdev_spec = options.rx_subdev_spec # daughterboard to use
+ self._decim = options.decim # Decimating rate for the USRP (prelim)
+ self._fusb_block_size = options.fusb_block_size # usb info for USRP
+ self._fusb_nblocks = options.fusb_nblocks # usb info for USRP
+
+ if self._tx_freq is None:
+ sys.stderr.write("-f FREQ or --freq FREQ or --tx-freq FREQ must be specified\n")
+ raise SystemExit
+
+ if self._rx_freq is None:
+ sys.stderr.write("-f FREQ or --freq FREQ or --rx-freq FREQ must be specified\n")
+ raise SystemExit
+
+ # Set up USRP sink and source
+ self._setup_usrp_sink()
+ self._setup_usrp_source()
+
+ # Set center frequency of USRP
+ ok = self.set_freq(self._tx_freq)
+ if not ok:
+ print "Failed to set Tx frequency to %s" % (eng_notation.num_to_str(self._tx_freq),)
+ raise ValueError
+
+ # copy the final answers back into options for use by modulator
+ #options.bitrate = self._bitrate
+
+ self.txpath = transmit_path(self, options)
+ self.rxpath = receive_path(self, callback, options)
+
+ self.connect(self.txpath, self.u_snk)
+ self.connect(self.u_src, self.rxpath)
+
+ def carrier_sensed(self):
+ """
+ Return True if the receive path thinks there's carrier
+ """
+ return self.rxpath.carrier_sensed()
+
+ def _setup_usrp_sink(self):
+ """
+ Creates a USRP sink, determines the settings for best bitrate,
+ and attaches to the transmitter's subdevice.
+ """
+ self.u_snk = usrp.sink_c(fusb_block_size=self._fusb_block_size,
+ fusb_nblocks=self._fusb_nblocks)
+
+ self.u_snk.set_interp_rate(self._interp)
+
+ # determine the daughterboard subdevice we're using
+ if self._tx_subdev_spec is None:
+ self._tx_subdev_spec = usrp.pick_tx_subdevice(self.u_snk)
+ self.u_snk.set_mux(usrp.determine_tx_mux_value(self.u_snk, self._tx_subdev_spec))
+ self.subdev = usrp.selected_subdev(self.u_snk, self._tx_subdev_spec)
+
+ # Set the USRP for maximum transmit gain
+ # (Note that on the RFX cards this is a nop.)
+ self.set_gain(self.subdev.gain_range()[1])
+
+ # enable Auto Transmit/Receive switching
+ self.set_auto_tr(True)
+
+ def _setup_usrp_source(self):
+ self.u_src = usrp.source_c (fusb_block_size=self._fusb_block_size,
+ fusb_nblocks=self._fusb_nblocks)
+ adc_rate = self.u_src.adc_rate()
+
+ self.u_src.set_decim_rate(self._decim)
+
+ # determine the daughterboard subdevice we're using
+ if self._rx_subdev_spec is None:
+ self._rx_subdev_spec = usrp.pick_rx_subdevice(self.u_src)
+ self.subdev = usrp.selected_subdev(self.u_src, self._rx_subdev_spec)
+
+ self.u_src.set_mux(usrp.determine_rx_mux_value(self.u_src, self._rx_subdev_spec))
+
+ def set_freq(self, target_freq):
+ """
+ Set the center frequency we're interested in.
+
+ @param target_freq: frequency in Hz
+ @rypte: bool
+
+ Tuning is a two step process. First we ask the front-end to
+ tune as close to the desired frequency as it can. Then we use
+ the result of that operation and our target_frequency to
+ determine the value for the digital up converter.
+ """
+ r_snk = self.u_snk.tune(self.subdev._which, self.subdev, target_freq)
+ r_src = self.u_src.tune(self.subdev._which, self.subdev, target_freq)
+ if r_snk and r_src:
+ return True
+
+ return False
+
+ def set_gain(self, gain):
+ """
+ Sets the analog gain in the USRP
+ """
+ self.gain = gain
+ self.subdev.set_gain(gain)
+
+ def set_auto_tr(self, enable):
+ """
+ Turns on auto transmit/receive of USRP daughterboard (if exits; else ignored)
+ """
+ return self.subdev.set_auto_tr(enable)
+
+ def interp(self):
+ return self._interp
+
+ def add_options(normal, expert):
+ """
+ Adds usrp-specific options to the Options Parser
+ """
+ add_freq_option(normal)
+ normal.add_option("-T", "--tx-subdev-spec", type="subdev", default=None,
+ help="select USRP Tx side A or B")
+ normal.add_option("-v", "--verbose", action="store_true", default=False)
+
+ expert.add_option("", "--tx-freq", type="eng_float", default=None,
+ help="set transmit frequency to FREQ [default=%default]", metavar="FREQ")
+ expert.add_option("-i", "--interp", type="intx", default=256,
+ help="set fpga interpolation rate to INTERP [default=%default]")
+ normal.add_option("-R", "--rx-subdev-spec", type="subdev", default=None,
+ help="select USRP Rx side A or B")
+ normal.add_option("", "--rx-gain", type="eng_float", default=None, metavar="GAIN",
+ help="set receiver gain in dB [default=midpoint]. See also --show-rx-gain-range")
+ normal.add_option("", "--show-rx-gain-range", action="store_true", default=False,
+ help="print min and max Rx gain available on selected daughterboard")
+ normal.add_option("-v", "--verbose", action="store_true", default=False)
+
+ expert.add_option("", "--rx-freq", type="eng_float", default=None,
+ help="set Rx frequency to FREQ [default=%default]", metavar="FREQ")
+ expert.add_option("-d", "--decim", type="intx", default=128,
+ help="set fpga decimation rate to DECIM [default=%default]")
+ expert.add_option("", "--snr", type="eng_float", default=30,
+ help="set the SNR of the channel in dB [default=%default]")
+
+ # Make a static method to call before instantiation
+ add_options = staticmethod(add_options)
+
+ def _print_verbage(self):
+ """
+ Prints information about the transmit path
+ """
+ print "Using TX d'board %s" % (self.subdev.side_and_name(),)
+ print "modulation: %s" % (self._modulator_class.__name__)
+ print "interp: %3d" % (self._interp)
+ print "Tx Frequency: %s" % (eng_notation.num_to_str(self._tx_freq))
+
+def add_freq_option(parser):
+ """
+ Hackery that has the -f / --freq option set both tx_freq and rx_freq
+ """
+ def freq_callback(option, opt_str, value, parser):
+ parser.values.rx_freq = value
+ parser.values.tx_freq = value
+
+ if not parser.has_option('--freq'):
+ parser.add_option('-f', '--freq', type="eng_float",
+ action="callback", callback=freq_callback,
+ help="set Tx and/or Rx frequency to FREQ [default=%default]",
+ metavar="FREQ")
+
+
+# /////////////////////////////////////////////////////////////////////////////
+# Carrier Sense MAC
+# /////////////////////////////////////////////////////////////////////////////
+
+class cs_mac(object):
+ """
+ Prototype carrier sense MAC
+
+ Reads packets from the TUN/TAP interface, and sends them to the PHY.
+ Receives packets from the PHY via phy_rx_callback, and sends them
+ into the TUN/TAP interface.
+
+ Of course, we're not restricted to getting packets via TUN/TAP, this
+ is just an example.
+ """
+ def __init__(self, tun_fd, verbose=False):
+ self.tun_fd = tun_fd # file descriptor for TUN/TAP interface
+ self.verbose = verbose
+ self.fg = None # flow graph (access to PHY)
+
+ def set_flow_graph(self, fg):
+ self.fg = fg
+
+ def phy_rx_callback(self, ok, payload):
+ """
+ Invoked by thread associated with PHY to pass received packet up.
+
+ @param ok: bool indicating whether payload CRC was OK
+ @param payload: contents of the packet (string)
+ """
+ if self.verbose:
+ print "Rx: ok = %r len(payload) = %4d" % (ok, len(payload))
+ if ok:
+ os.write(self.tun_fd, payload)
+
+ def main_loop(self):
+ """
+ Main loop for MAC.
+ Only returns if we get an error reading from TUN.
+
+ FIXME: may want to check for EINTR and EAGAIN and reissue read
+ """
+ min_delay = 0.001 # seconds
+
+ while 1:
+ payload = os.read(self.tun_fd, 10*1024)
+ if not payload:
+ self.fg.send_pkt(eof=True)
+ break
+
+ if self.verbose:
+ print "Tx: len(payload) = %4d" % (len(payload),)
+
+ delay = min_delay
+ while self.fg.carrier_sensed():
+ sys.stderr.write('B')
+ time.sleep(delay)
+ if delay < 0.050:
+ delay = delay * 2 # exponential back-off
+
+ self.fg.send_pkt(payload)
+
+
+# /////////////////////////////////////////////////////////////////////////////
+# main
+# /////////////////////////////////////////////////////////////////////////////
+
+def main():
+
+ parser = OptionParser (option_class=eng_option, conflict_handler="resolve")
+ expert_grp = parser.add_option_group("Expert")
+
+ parser.add_option("-m", "--modulation", type="choice", choices=['bpsk', 'qpsk'],
+ default='bpsk',
+ help="Select modulation from: bpsk, qpsk [default=%%default]")
+
+ parser.add_option("-v","--verbose", action="store_true", default=False)
+ expert_grp.add_option("-c", "--carrier-threshold", type="eng_float", default=30,
+ help="set carrier detect threshold (dB) [default=%default]")
+ expert_grp.add_option("","--tun-device-filename", default="/dev/net/tun",
+ help="path to tun device file [default=%default]")
+
+ usrp_graph.add_options(parser, expert_grp)
+ transmit_path.add_options(parser, expert_grp)
+ receive_path.add_options(parser, expert_grp)
+ blks.ofdm_mod.add_options(parser, expert_grp)
+ blks.ofdm_demod.add_options(parser, expert_grp)
+
+ fusb_options.add_options(expert_grp)
+
+ (options, args) = parser.parse_args ()
+ if len(args) != 0:
+ parser.print_help(sys.stderr)
+ sys.exit(1)
+
+ if options.rx_freq is None or options.tx_freq is None:
+ sys.stderr.write("You must specify -f FREQ or --freq FREQ\n")
+ parser.print_help(sys.stderr)
+ sys.exit(1)
+
+ # open the TUN/TAP interface
+ (tun_fd, tun_ifname) = open_tun_interface(options.tun_device_filename)
+
+ # Attempt to enable realtime scheduling
+ r = gr.enable_realtime_scheduling()
+ if r == gr.RT_OK:
+ realtime = True
+ else:
+ realtime = False
+ print "Note: failed to enable realtime scheduling"
+
+
+ # If the user hasn't set the fusb_* parameters on the command line,
+ # pick some values that will reduce latency.
+
+ if options.fusb_block_size == 0 and options.fusb_nblocks == 0:
+ if realtime: # be more aggressive
+ options.fusb_block_size = gr.prefs().get_long('fusb', 'rt_block_size', 1024)
+ options.fusb_nblocks = gr.prefs().get_long('fusb', 'rt_nblocks', 16)
+ else:
+ options.fusb_block_size = gr.prefs().get_long('fusb', 'block_size', 4096)
+ options.fusb_nblocks = gr.prefs().get_long('fusb', 'nblocks', 16)
+
+ #print "fusb_block_size =", options.fusb_block_size
+ #print "fusb_nblocks =", options.fusb_nblocks
+
+ # instantiate the MAC
+ mac = cs_mac(tun_fd, verbose=True)
+
+
+ # build the graph (PHY)
+ fg = usrp_graph(mac.phy_rx_callback, options)
+
+ mac.set_flow_graph(fg) # give the MAC a handle for the PHY
+
+ #if fg.txpath.bitrate() != fg.rxpath.bitrate():
+ # print "WARNING: Transmit bitrate = %sb/sec, Receive bitrate = %sb/sec" % (
+ # eng_notation.num_to_str(fg.txpath.bitrate()),
+ # eng_notation.num_to_str(fg.rxpath.bitrate()))
+
+ print "modulation: %s" % (options.modulation,)
+ print "freq: %s" % (eng_notation.num_to_str(options.tx_freq))
+ #print "bitrate: %sb/sec" % (eng_notation.num_to_str(fg.txpath.bitrate()),)
+ #print "samples/symbol: %3d" % (fg.txpath.samples_per_symbol(),)
+ #print "interp: %3d" % (fg.txpath.interp(),)
+ #print "decim: %3d" % (fg.rxpath.decim(),)
+
+ fg.rxpath.set_carrier_threshold(options.carrier_threshold)
+ print "Carrier sense threshold:", options.carrier_threshold, "dB"
+
+ print
+ print "Allocated virtual ethernet interface: %s" % (tun_ifname,)
+ print "You must now use ifconfig to set its IP address. E.g.,"
+ print
+ print " $ sudo ifconfig %s 192.168.200.1" % (tun_ifname,)
+ print
+ print "Be sure to use a different address in the same subnet for each machine."
+ print
+
+
+ fg.start() # Start executing the flow graph (runs in separate threads)
+
+ mac.main_loop() # don't expect this to return...
+
+ fg.stop() # but if it does, tell flow graph to stop.
+ fg.wait() # wait for it to finish
+
+
+if __name__ == '__main__':
+ try:
+ main()
+ except KeyboardInterrupt:
+ pass