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#!/usr/bin/env python
#
# Copyright 2015 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 Crypto.Cipher._AES import block_size
from gnuradio import gr, gr_unittest, blocks
import fec_swig as fec
from _qa_helper import _qa_helper
import numpy as np
import os
from extended_encoder import extended_encoder
from extended_decoder import extended_decoder
from polar.encoder import PolarEncoder
from polar.decoder import PolarDecoder
import polar.channel_construction as cc
from polar.helper_functions import bit_reverse_vector
# print('PID:', os.getpid())
# raw_input('tell me smth')
class test_polar_decoder_sc(gr_unittest.TestCase):
def setUp(self):
self.tb = gr.top_block()
def tearDown(self):
self.tb = None
def test_001_setup(self):
is_packed = False
block_size = 16
num_info_bits = 8
frozen_bit_positions = np.arange(block_size - num_info_bits)
frozen_bit_values = np.array([],)
polar_decoder = fec.polar_decoder_sc.make(block_size, num_info_bits, frozen_bit_positions, frozen_bit_values, is_packed)
self.assertEqual(num_info_bits, polar_decoder.get_output_size())
self.assertEqual(block_size, polar_decoder.get_input_size())
self.assertFloatTuplesAlmostEqual((float(block_size) / num_info_bits, ), (polar_decoder.rate(), ))
self.assertFalse(polar_decoder.set_frame_size(10))
def test_002_one_vector(self):
print "test_002_one_vector"
is_packed = False
block_power = 10
block_size = 2 ** block_power
num_info_bits = 2 ** (block_power - 1)
num_frozen_bits = block_size - num_info_bits
frozen_bit_positions = cc.frozen_bit_positions(block_size, num_info_bits, 0.0)
frozen_bit_values = np.array([0] * num_frozen_bits,)
bits, gr_data = self.generate_test_data(block_size, num_info_bits, frozen_bit_positions, frozen_bit_values, 1, True)
polar_decoder = fec.polar_decoder_sc.make(block_size, num_info_bits, frozen_bit_positions, frozen_bit_values, is_packed)
src = blocks.vector_source_f(gr_data, False)
dec_block = extended_decoder(polar_decoder, None)
snk = blocks.vector_sink_b(1)
self.tb.connect(src, dec_block)
self.tb.connect(dec_block, snk)
self.tb.run()
res = np.array(snk.data()).astype(dtype=int)
print("input:", gr_data.astype(dtype=int))
print("ref :", bits)
print("res :", res)
self.assertTupleEqual(tuple(res), tuple(bits))
def test_003_stream(self):
print "test_003_stream"
nframes = 3
is_packed = False
block_power = 8
block_size = 2 ** block_power
num_info_bits = 2 ** (block_power - 1)
num_frozen_bits = block_size - num_info_bits
frozen_bit_positions = cc.frozen_bit_positions(block_size, num_info_bits, 0.0)
frozen_bit_values = np.array([0] * num_frozen_bits,)
bits, gr_data = self.generate_test_data(block_size, num_info_bits, frozen_bit_positions, frozen_bit_values, nframes, False)
polar_decoder = fec.polar_decoder_sc.make(block_size, num_info_bits, frozen_bit_positions, frozen_bit_values, is_packed)
src = blocks.vector_source_f(gr_data, False)
dec_block = extended_decoder(polar_decoder, None)
snk = blocks.vector_sink_b(1)
self.tb.connect(src, dec_block)
self.tb.connect(dec_block, snk)
self.tb.run()
res = np.array(snk.data()).astype(dtype=int)
print("input:", gr_data.astype(dtype=int))
print("ref :", bits)
print("res :", res)
self.assertTupleEqual(tuple(res), tuple(bits))
def generate_test_data(self, block_size, num_info_bits, frozen_bit_positions, frozen_bit_values, nframes, onlyones):
encoder = PolarEncoder(block_size, num_info_bits, frozen_bit_positions, frozen_bit_values)
bits = np.array([], dtype=int)
data = np.array([], dtype=int)
for n in range(nframes):
if onlyones:
b = np.ones(num_info_bits, dtype=int)
else:
b = np.random.randint(2, size=num_info_bits)
d = encoder.encode(b)
bits = np.append(bits, b)
data = np.append(data, d)
gr_data = 2.0 * data - 1.0
return bits, gr_data
if __name__ == '__main__':
gr_unittest.run(test_polar_decoder_sc)
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