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qa_advanced_receiver_sb_cc.py
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright 2016, 2019 Andrej Rode, Johannes Demel.
#
# This 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.
#
# This software 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 this software; see the file COPYING. If not, write to
# the Free Software Foundation, Inc., 51 Franklin Street,
# Boston, MA 02110-1301, USA.
#
# import sys
# print(sys.path)
from gnuradio import gr, gr_unittest
from gnuradio import blocks, digital
import gfdm_python as gfdm
from pygfdm import filters, utils
from pygfdm.gfdm_receiver import gfdm_demodulate_block
from pygfdm.mapping import get_subcarrier_map
from pygfdm.utils import get_random_qpsk, calculate_signal_energy
import numpy as np
def struct(data):
return type('Struct', (object,), data)()
class qa_advanced_receiver_sb_cc(gr_unittest.TestCase):
def setUp(self):
self.tb = gr.top_block()
def tearDown(self):
self.tb = None
def test_001_simple_receiver(self):
# make sure advanced receiver works like simple receiver
# in case no IC iterations are applied!
reps = 5
alpha = .5
M = 127
K = 16
L = 2
taps = filters.get_frequency_domain_filter('rrc', alpha, M, K, L)
data = np.array([], dtype=np.complex)
ref = np.array([], dtype=np.complex)
for _11 in range(reps):
d = utils.get_random_qpsk(M * K)
ref = np.append(ref, gfdm_demodulate_block(d, taps, K, M, L))
data = np.append(data, d)
# print data
# print ref
# print "MAXIMUM ref value: ", np.max(abs(ref))
src = blocks.vector_source_c(data)
est_data = np.ones(len(data), dtype=np.complex)
est_src = blocks.vector_source_c(est_data)
gfdm_constellation = digital.constellation_qpsk().base()
mod = gfdm.advanced_receiver_sb_cc(M, K, L, 0,
taps, gfdm_constellation,
np.arange(K), 0)
dst = blocks.vector_sink_c()
self.tb.connect(src, (mod, 0), dst)
self.tb.connect(est_src, (mod, 1))
# set up fg
self.tb.run()
# check data
res = np.array(dst.data())
self.assertComplexTuplesAlmostEqual(ref, res, 4)
def test_002_t(self):
n_frames = 1
gfdm_var = struct({'subcarriers': 64,
'timeslots': 9,
'alpha': 0.5,
'overlap': 2, }
)
gfdm_constellation = digital.constellation_qpsk().base()
self.f_taps = f_taps = filters.get_frequency_domain_filter('rrc', 1.0,
gfdm_var.timeslots,
gfdm_var.subcarriers,
gfdm_var.overlap)
source_bits = np.random.randint(0, len(gfdm_constellation.points()),
n_frames * gfdm_var.timeslots *
gfdm_var.subcarriers).astype(np.uint8)
self.random_bits = blocks.vector_source_b(source_bits,
False)
self.bits_to_symbols = digital.chunks_to_symbols_bc((gfdm_constellation.points()), 1)
self.mod = gfdm.simple_modulator_cc(gfdm_var.timeslots,
gfdm_var.subcarriers,
gfdm_var.overlap, f_taps)
self.demod = gfdm.advanced_receiver_sb_cc(gfdm_var.timeslots,
gfdm_var.subcarriers,
gfdm_var.overlap, 64,
f_taps, gfdm_constellation,
np.arange(gfdm_var.subcarriers), 0)
self.tx_symbols = blocks.vector_sink_c()
self.rx_symbols = blocks.vector_sink_c()
self.tb.connect((self.random_bits, 0), (self.bits_to_symbols, 0))
self.tb.connect((self.bits_to_symbols, 0), (self.tx_symbols, 0))
self.tb.connect((self.bits_to_symbols, 0), (self.mod, 0))
self.tb.connect((self.mod, 0), (self.demod, 0))
self.tb.connect((self.demod, 0), (self.rx_symbols, 0))
self.tb.run()
ref = np.array(self.tx_symbols.data())
res = np.array(self.rx_symbols.data())
# more or less make sure all symbols have their correct sign.
self.assertComplexTuplesAlmostEqual(ref, res, 2)
def test_003_setIC(self):
ic = 2
timeslots = 9
subcarriers = 32
active_subcarriers = 20
overlap = 2
f_taps = filters.get_frequency_domain_filter('rrc', .5, timeslots,
subcarriers, overlap)
gfdm_constellation = digital.constellation_qpsk().base()
subcarrier_map = get_subcarrier_map(subcarriers, active_subcarriers)
demod = gfdm.advanced_receiver_sb_cc(timeslots, subcarriers, overlap,
64, f_taps, gfdm_constellation,
subcarrier_map, 0)
demod.set_ic(ic)
self.assertEqual(ic, demod.get_ic())
def test_004_active_subcarriers(self):
n_frames = 1
timeslots = 9
subcarriers = 32
active_subcarriers = 20
overlap = 2
ic_iterations = 64
f_taps = filters.get_frequency_domain_filter('rrc', .5, timeslots,
subcarriers, overlap)
gfdm_constellation = digital.constellation_qpsk().base()
print(gfdm_constellation.points())
subcarrier_map = get_subcarrier_map(subcarriers, active_subcarriers)
data = get_random_qpsk(n_frames * timeslots * active_subcarriers)
data *= 2.
src = blocks.vector_source_c(data)
mapper = gfdm.resource_mapper_cc(timeslots, subcarriers,
active_subcarriers, subcarrier_map,
True)
mod = gfdm.simple_modulator_cc(timeslots, subcarriers, overlap, f_taps)
demod = gfdm.advanced_receiver_sb_cc(timeslots, subcarriers, overlap,
ic_iterations, f_taps,
gfdm_constellation,
subcarrier_map, 0)
demod.set_ic(64)
demapper = gfdm.resource_demapper_cc(timeslots, subcarriers,
active_subcarriers,
subcarrier_map, True)
snk = blocks.vector_sink_c()
self.tb.connect(src, mapper, mod, demod, demapper, snk)
self.tb.run()
res = np.array(snk.data())
print(data[0:10])
print(res[0:10])
self.assertComplexTuplesAlmostEqual(data, res, 1)
# self.assertComplexTuplesAlmostEqual(data, res, 2)
if __name__ == '__main__':
# gr_unittest.run(qa_advanced_receiver_sb_cc, "qa_advanced_receiver_sb_cc.xml")
gr_unittest.run(qa_advanced_receiver_sb_cc)