def test_005_packet_len_tag (self): """ Standard test """ fft_len = 16 tx_symbols = range(1, 16); tx_symbols = (0, 1, 1j, 2, 3, 0, 0, 0, 0, 0, 0, 4, 5, 2j, 6, 0, 0, 7, 8, 3j, 9, 0, 0, 0, 0, 0, 0, 10, 4j, 11, 12, 0, 0, 13, 1j, 14, 15, 0, 0, 0, 0, 0, 0, 0, 0, 2j, 0, 0) expected_result = tuple(range(1, 16)) occupied_carriers = ((1, 3, 4, 11, 12, 14), (1, 2, 4, 11, 13, 14),) n_syms = len(tx_symbols)/fft_len tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(n_syms) tag2 = gr.gr_tag_t() tag2.offset = 0 tag2.key = pmt.pmt_string_to_symbol("packet_len") tag2.value = pmt.pmt_from_long(len(expected_result)) src = gr.vector_source_c(tx_symbols, False, fft_len, (tag, tag2)) serializer = digital.ofdm_serializer_vcc(fft_len, occupied_carriers, tag_name, "packet_len", 0, False) sink = gr.vector_sink_c() self.tb.connect(src, serializer, sink) self.tb.run () self.assertEqual(sink.data(), expected_result) self.assertEqual(len(sink.tags()), 1) result_tag = sink.tags()[0] self.assertEqual(pmt.pmt_symbol_to_string(result_tag.key), "packet_len") self.assertEqual(pmt.pmt_to_long(result_tag.value), len(expected_result))
def test_003_12bits_formatter_object(self): # 3 PDUs: | | | | data = (1, 2, 3, 4, 1, 2, 1, 2, 3, 4) tagname = "packet_len" tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol(tagname) tag1.value = pmt.pmt_from_long(4) tag2 = gr.gr_tag_t() tag2.offset = 4 tag2.key = pmt.pmt_string_to_symbol(tagname) tag2.value = pmt.pmt_from_long(2) tag3 = gr.gr_tag_t() tag3.offset = 6 tag3.key = pmt.pmt_string_to_symbol(tagname) tag3.value = pmt.pmt_from_long(4) src = gr.vector_source_b(data, False, 1, (tag1, tag2, tag3)) formatter_object = digital.packet_header_default(12, tagname) header = digital.packet_headergenerator_bb( formatter_object.formatter(), tagname) sink = gr.vector_sink_b() self.tb.connect(src, header, sink) self.tb.run() expected_data = (0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0) self.assertEqual(sink.data(), expected_data)
def test_with_tags_2s_rolloff(self): " With tags and a 2-sample rolloff " fft_len = 8 cp_len = 2 tag_name = "length" expected_result = (7.0/2, 8, 1, 2, 3, 4, 5, 6, 7, 8, # 1.0/2 7.0/2+1.0/2, 8, 1, 2, 3, 4, 5, 6, 7, 8, 1.0/2) tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(2) tag2 = gr.gr_tag_t() tag2.offset = 1 tag2.key = pmt.pmt_string_to_symbol("random_tag") tag2.value = pmt.pmt_from_long(42) src = gr.vector_source_c(range(1, fft_len+1) * 2, False, fft_len, (tag, tag2)) cp = digital.ofdm_cyclic_prefixer(fft_len, fft_len + cp_len, 2, tag_name) sink = gr.vector_sink_c() self.tb.connect(src, cp, sink) self.tb.run() self.assertEqual(sink.data(), expected_result) tags = [gr.tag_to_python(x) for x in sink.tags()] tags = sorted([(x.offset, x.key, x.value) for x in tags]) expected_tags = [ (0, tag_name, len(expected_result)), (fft_len+cp_len, "random_tag", 42) ] self.assertEqual(tags, expected_tags)
def test_004_8bits_formatter_ofdm(self): occupied_carriers = ((1, 2, 3, 5, 6, 7), ) # 3 PDUs: | | | | data = (1, 2, 3, 4, 1, 2, 1, 2, 3, 4) tagname = "packet_len" tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol(tagname) tag1.value = pmt.pmt_from_long(4) tag2 = gr.gr_tag_t() tag2.offset = 4 tag2.key = pmt.pmt_string_to_symbol(tagname) tag2.value = pmt.pmt_from_long(2) tag3 = gr.gr_tag_t() tag3.offset = 6 tag3.key = pmt.pmt_string_to_symbol(tagname) tag3.value = pmt.pmt_from_long(4) src = gr.vector_source_b(data, False, 1, (tag1, tag2, tag3)) formatter_object = digital.packet_header_ofdm(occupied_carriers, 1, tagname) self.assertEqual(formatter_object.header_len(), 6) self.assertEqual( pmt.pmt_symbol_to_string(formatter_object.len_tag_key()), tagname) header = digital.packet_headergenerator_bb( formatter_object.formatter(), tagname) sink = gr.vector_sink_b() self.tb.connect(src, header, sink) self.tb.run() expected_data = (0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0) self.assertEqual(sink.data(), expected_data)
def test_003_12bits_formatter_object (self): # 3 PDUs: | | | | data = (1, 2, 3, 4, 1, 2, 1, 2, 3, 4) tagname = "packet_len" tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol(tagname) tag1.value = pmt.pmt_from_long(4) tag2 = gr.gr_tag_t() tag2.offset = 4 tag2.key = pmt.pmt_string_to_symbol(tagname) tag2.value = pmt.pmt_from_long(2) tag3 = gr.gr_tag_t() tag3.offset = 6 tag3.key = pmt.pmt_string_to_symbol(tagname) tag3.value = pmt.pmt_from_long(4) src = gr.vector_source_b(data, False, 1, (tag1, tag2, tag3)) formatter_object = digital.packet_header_default(12, tagname) header = digital.packet_headergenerator_bb(formatter_object.formatter(), tagname) sink = gr.vector_sink_b() self.tb.connect(src, header, sink) self.tb.run() expected_data = ( 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) self.assertEqual(sink.data(), expected_data)
def test_004_8bits_formatter_ofdm (self): occupied_carriers = ((1, 2, 3, 5, 6, 7),) # 3 PDUs: | | | | data = (1, 2, 3, 4, 1, 2, 1, 2, 3, 4) tagname = "packet_len" tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol(tagname) tag1.value = pmt.pmt_from_long(4) tag2 = gr.gr_tag_t() tag2.offset = 4 tag2.key = pmt.pmt_string_to_symbol(tagname) tag2.value = pmt.pmt_from_long(2) tag3 = gr.gr_tag_t() tag3.offset = 6 tag3.key = pmt.pmt_string_to_symbol(tagname) tag3.value = pmt.pmt_from_long(4) src = gr.vector_source_b(data, False, 1, (tag1, tag2, tag3)) formatter_object = digital.packet_header_ofdm(occupied_carriers, 1, tagname) self.assertEqual(formatter_object.header_len(), 6) self.assertEqual(pmt.pmt_symbol_to_string(formatter_object.len_tag_key()), tagname) header = digital.packet_headergenerator_bb(formatter_object.formatter(), tagname) sink = gr.vector_sink_b() self.tb.connect(src, header, sink) self.tb.run() expected_data = ( 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0 ) self.assertEqual(sink.data(), expected_data)
def test_002_32bits (self): # 3 PDUs: | | | | data = (1, 2, 3, 4, 1, 2, 1, 2, 3, 4) tagname = "packet_len" tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol(tagname) tag1.value = pmt.pmt_from_long(4) tag2 = gr.gr_tag_t() tag2.offset = 4 tag2.key = pmt.pmt_string_to_symbol(tagname) tag2.value = pmt.pmt_from_long(2) tag3 = gr.gr_tag_t() tag3.offset = 6 tag3.key = pmt.pmt_string_to_symbol(tagname) tag3.value = pmt.pmt_from_long(4) src = gr.vector_source_b(data, False, 1, (tag1, tag2, tag3)) header = digital.packet_headergenerator_bb(32, tagname) sink = gr.vector_sink_b() self.tb.connect(src, header, sink) self.tb.run() expected_data = ( # | Number of symbols | Packet number | Parity 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0 ) self.assertEqual(sink.data(), expected_data)
def test_002_with_offset (self): """ Standard test, carrier offset """ fft_len = 16 tx_symbols = range(1, 16); tx_symbols = (0, 0, 1, 1j, 2, 3, 0, 0, 0, 0, 0, 0, 4, 5, 2j, 6, 0, 0, 7, 8, 3j, 9, 0, 0, 0, 0, 0, 0, 10, 4j, 11, 12, 0, 0, 13, 1j, 14, 15, 0, 0, 0, 0, 0, 0, 0, 0, 2j, 0) carr_offset = 1 # Compare this with tx_symbols from the previous test expected_result = tuple(range(1, 16)) + (0, 0, 0) occupied_carriers = ((1, 3, 4, 11, 12, 14), (1, 2, 4, 11, 13, 14),) n_syms = len(tx_symbols)/fft_len tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(n_syms) offsettag = gr.gr_tag_t() offsettag.offset = 0 offsettag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offsettag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_symbols, False, fft_len, (tag, offsettag)) serializer = digital.ofdm_serializer_vcc(fft_len, occupied_carriers, tag_name, "", 0, False) sink = gr.vector_sink_c() self.tb.connect(src, serializer, sink) self.tb.run () self.assertEqual(sink.data(), expected_result) self.assertEqual(len(sink.tags()), 2) for tag in sink.tags(): if pmt.pmt_symbol_to_string(tag.key) == tag_name: self.assertEqual(pmt.pmt_to_long(tag.value), n_syms * len(occupied_carriers[0]))
def test_basic_types(self): self.assertEqual(42, pmt.to_python(pmt.pmt_from_long(42))) self.assertTrue(pmt.pmt_equal(pmt.pmt_from_long(42), pmt.from_python(42))) self.assertEqual(4.2, pmt.to_python(pmt.pmt_from_double(4.2))) self.assertTrue(pmt.pmt_equal(pmt.pmt_from_double(4.2), pmt.from_python(4.2))) self.loopback(None) self.loopback(42) self.loopback(4.2) self.loopback(4.2j) self.loopback("42")
def test_basic_types(self): self.assertEqual(42, pmt.to_python(pmt.pmt_from_long(42))) self.assertTrue( pmt.pmt_equal(pmt.pmt_from_long(42), pmt.from_python(42))) self.assertEqual(4.2, pmt.to_python(pmt.pmt_from_double(4.2))) self.assertTrue( pmt.pmt_equal(pmt.pmt_from_double(4.2), pmt.from_python(4.2))) self.loopback(None) self.loopback(42) self.loopback(4.2) self.loopback(4.2j) self.loopback("42")
def test_004_connect (self): """ Advanced test: - Allocator -> IFFT -> Frequency offset -> FFT -> Serializer - FFT does shift (moves DC to middle) - Make sure input == output - Frequency offset is -2 carriers """ fft_len = 8 n_syms = 1 carr_offset = -2 freq_offset = 1.0 / fft_len * carr_offset # Normalized frequency occupied_carriers = ((-2, -1, 1, 2),) pilot_carriers = ((3,),(5,)) pilot_symbols = ((1j,),(-1j,)) tx_data = (1, 1, 1, 1) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(tx_data)) offsettag = gr.gr_tag_t() offsettag.offset = 0 offsettag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offsettag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_data, False, 1, (tag, offsettag)) alloc = digital.ofdm_carrier_allocator_cvc(fft_len, occupied_carriers, pilot_carriers, pilot_symbols, tag_name) tx_ifft = fft.fft_vcc(fft_len, False, (1.0/fft_len,)*fft_len) oscillator = gr.sig_source_c(1.0, gr.GR_COS_WAVE, freq_offset, 1.0/fft_len) mixer = gr.multiply_cc() rx_fft = fft.fft_vcc(fft_len, True, (), True) serializer = digital.ofdm_serializer_vcc( alloc, "", 0, "ofdm_sync_carr_offset" ) sink = gr.vector_sink_c() self.tb.connect( src, alloc, tx_ifft, gr.vector_to_stream(gr.sizeof_gr_complex, fft_len), (mixer, 0), gr.stream_to_vector(gr.sizeof_gr_complex, fft_len), rx_fft, serializer, sink ) self.tb.connect(oscillator, (mixer, 1)) self.tb.run () self.assertComplexTuplesAlmostEqual(sink.data(), tx_data, places=5)
def test_with_tags_2s_rolloff(self): " With tags and a 2-sample rolloff " fft_len = 8 cp_len = 2 tag_name = "length" expected_result = ( 7.0 / 2, 8, 1, 2, 3, 4, 5, 6, 7, 8, # 1.0/2 7.0 / 2 + 1.0 / 2, 8, 1, 2, 3, 4, 5, 6, 7, 8, 1.0 / 2) tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(2) tag2 = gr.gr_tag_t() tag2.offset = 1 tag2.key = pmt.pmt_string_to_symbol("random_tag") tag2.value = pmt.pmt_from_long(42) src = gr.vector_source_c( range(1, fft_len + 1) * 2, False, fft_len, (tag, tag2)) cp = digital.ofdm_cyclic_prefixer(fft_len, fft_len + cp_len, 2, tag_name) sink = gr.vector_sink_c() self.tb.connect(src, cp, sink) self.tb.run() self.assertEqual(sink.data(), expected_result) tags = [gr.tag_to_python(x) for x in sink.tags()] tags = sorted([(x.offset, x.key, x.value) for x in tags]) expected_tags = [(0, tag_name, len(expected_result)), (fft_len + cp_len, "random_tag", 42)] self.assertEqual(tags, expected_tags)
def test_001_simple(self): """ Standard test """ fft_len = 16 tx_symbols = (0, 1, 1j, 2, 3, 0, 0, 0, 0, 0, 0, 4, 5, 2j, 6, 0, 0, 7, 8, 3j, 9, 0, 0, 0, 0, 0, 0, 10, 4j, 11, 12, 0, 0, 13, 1j, 14, 15, 0, 0, 0, 0, 0, 0, 0, 0, 2j, 0, 0) expected_result = tuple(range(1, 16)) + (0, 0, 0) occupied_carriers = ( (1, 3, 4, 11, 12, 14), (1, 2, 4, 11, 13, 14), ) n_syms = len(tx_symbols) / fft_len tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(n_syms) src = gr.vector_source_c(tx_symbols, False, fft_len, (tag, )) serializer = digital.ofdm_serializer_vcc(fft_len, occupied_carriers, tag_name, "", 0, "", False) sink = gr.vector_sink_c() self.tb.connect(src, serializer, sink) self.tb.run() self.assertEqual(sink.data(), expected_result) self.assertEqual(len(sink.tags()), 1) result_tag = sink.tags()[0] self.assertEqual(pmt.pmt_symbol_to_string(result_tag.key), tag_name) self.assertEqual(pmt.pmt_to_long(result_tag.value), n_syms * len(occupied_carriers[0]))
def test_001b_simple_skip_nothing(self): """ Same as before, but put a skip-header in there """ fft_len = 8 equalizer = digital.ofdm_equalizer_static(fft_len, symbols_skipped=1) n_syms = 3 len_tag_key = "frame_len" tx_data = (1, ) * fft_len * n_syms len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(n_syms) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, (1, ) * fft_len) src = gr.vector_source_c(tx_data, False, fft_len, (len_tag, chan_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), 0, len_tag_key) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run() # Check data self.assertEqual(tx_data, sink.data())
def test_003_connect (self): """ Connect carrier_allocator to ofdm_serializer, make sure output==input """ fft_len = 8 n_syms = 10 occupied_carriers = ((1, 2, 6, 7),) pilot_carriers = ((3,),(5,)) pilot_symbols = ((1j,),(-1j,)) tx_data = tuple([numpy.random.randint(0, 10) for x in range(4 * n_syms)]) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(tx_data)) src = gr.vector_source_c(tx_data, False, 1, (tag,)) alloc = digital.ofdm_carrier_allocator_cvc(fft_len, occupied_carriers, pilot_carriers, pilot_symbols, tag_name) serializer = digital.ofdm_serializer_vcc(alloc) sink = gr.vector_sink_c() self.tb.connect(src, alloc, serializer, sink) self.tb.run () self.assertEqual(sink.data(), tx_data)
def test_001_t (self): """ First header: Packet length 4, packet num 0 Second header: Packet 2, packet num 1 Third header: Invalid (parity bit does not check) (would be len 4, num 2) """ encoded_headers = ( # | Number of bytes | Packet number | Parity 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0 ) packet_len_tagname = "packet_len" random_tag = gr.gr_tag_t() random_tag.offset = 5 random_tag.key = pmt.pmt_string_to_symbol("foo") random_tag.value = pmt.pmt_from_long(42) src = gr.vector_source_b(encoded_headers, tags=(random_tag,)) parser = digital.packet_headerparser_b(32, packet_len_tagname) sink = gr.message_debug() self.tb.connect(src, parser) self.tb.msg_connect(parser, "header_data", sink, "store") self.tb.start() time.sleep(1) self.tb.stop() self.tb.wait() self.assertEqual(sink.num_messages(), 3) msg1 = pmt.to_python(sink.get_message(0)) msg2 = pmt.to_python(sink.get_message(1)) msg3 = pmt.to_python(sink.get_message(2)) self.assertEqual(msg1, {'packet_len': 4, 'packet_num': 0, 'foo': 42}) self.assertEqual(msg2, {'packet_len': 2, 'packet_num': 1}) self.assertEqual(msg3, False)
def test_001_simple (self): """ Very simple functionality testing """ fft_len = 8 equalizer = digital.ofdm_equalizer_static(fft_len) n_syms = 3 len_tag_key = "frame_len" tx_data = (1,) * fft_len * n_syms len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(n_syms) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, (1,) * fft_len) src = gr.vector_source_c(tx_data, False, fft_len, (len_tag, chan_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), len_tag_key) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run () # Check data self.assertEqual(tx_data, sink.data()) for tag in sink.tags(): self.assertEqual(pmt.pmt_symbol_to_string(tag.key), len_tag_key) self.assertEqual(pmt.pmt_to_long(tag.value), n_syms)
def test_001b_shifted (self): """ Same as before, but shifted, because that's the normal mode in OFDM Rx """ fft_len = 16 tx_symbols = ( 0, 0, 0, 0, 0, 0, 1, 2, 0, 3, 4, 5, 0, 0, 0, 0, 0, 0, 0, 0, 6, 1j, 7, 8, 0, 9, 10, 1j, 11, 0, 0, 0, 0, 0, 0, 0, 0, 12, 13, 14, 0, 15, 16, 17, 0, 0, 0, 0, ) expected_result = tuple(range(18)) occupied_carriers = ((13, 14, 15, 1, 2, 3), (-4, -2, -1, 1, 2, 4),) n_syms = len(tx_symbols)/fft_len tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(n_syms) src = gr.vector_source_c(tx_symbols, False, fft_len, (tag,)) serializer = digital.ofdm_serializer_vcc(fft_len, occupied_carriers, tag_name) sink = gr.vector_sink_c() self.tb.connect(src, serializer, sink) self.tb.run () self.assertEqual(sink.data(), expected_result) self.assertEqual(len(sink.tags()), 1) result_tag = sink.tags()[0] self.assertEqual(pmt.pmt_symbol_to_string(result_tag.key), tag_name) self.assertEqual(pmt.pmt_to_long(result_tag.value), n_syms * len(occupied_carriers[0]))
def test_002_t (self): """ same, but using negative carrier indices """ fft_len = 6 tx_symbols = (1, 2, 3) pilot_symbols = ((1j,),) occupied_carriers = ((-1, 1, 2),) pilot_carriers = ((3,),) expected_result = (0, 2, 3, 1j, 0, 1) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(tx_symbols)) src = gr.vector_source_c(tx_symbols, False, 1, (tag,)) alloc = digital.ofdm_carrier_allocator_cvc(fft_len, occupied_carriers, pilot_carriers, pilot_symbols, tag_name) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, alloc, sink) self.tb.run () self.assertEqual(sink.data(), expected_result)
def test_004_connect (self): """ Advanced test: - Allocator -> IFFT -> Frequency offset -> FFT -> Serializer - FFT does shift (moves DC to middle) - Make sure input == output - Frequency offset is -2 carriers """ fft_len = 8 n_syms = 2 carr_offset = -2 freq_offset = 2 * numpy.pi * carr_offset / fft_len # If the sampling rate == 1 occupied_carriers = ((1, 2, -2, -1),) pilot_carriers = ((3,),(5,)) pilot_symbols = ((1j,),(-1j,)) tx_data = tuple([numpy.random.randint(0, 10) for x in range(4 * n_syms)]) #tx_data = (1,) * occupied_carriers[0] * n_syms tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(tx_data)) offsettag = gr.gr_tag_t() offsettag.offset = 0 offsettag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offsettag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_data, False, 1, (tag, offsettag)) alloc = digital.ofdm_carrier_allocator_cvc(fft_len, occupied_carriers, pilot_carriers, pilot_symbols, tag_name) tx_ifft = fft.fft_vcc(fft_len, False, ()) offset_sig = gr.sig_source_c(1.0, gr.GR_COS_WAVE, freq_offset, 1.0) mixer = gr.multiply_cc() rx_fft = fft.fft_vcc(fft_len, True, (), True) serializer = digital.ofdm_serializer_vcc(alloc) sink = gr.vector_sink_c() self.tb.connect( src, alloc, tx_ifft, gr.vector_to_stream(gr.sizeof_gr_complex, fft_len), (mixer, 0), gr.stream_to_vector(gr.sizeof_gr_complex, fft_len), rx_fft, serializer, sink ) self.tb.connect(offset_sig, (mixer, 1)) self.tb.run ()
def test_001c_carrier_offset_no_cp(self): """ Same as before, but put a carrier offset in there """ fft_len = 8 cp_len = 0 n_syms = 1 carr_offset = 1 occupied_carriers = ((-2, -1, 1, 2), ) tx_data = ( 0, 0, 0, -1j, -1j, 0, -1j, -1j, ) # The rx'd signal is shifted rx_expected = (0, 0, 1, 1, 0, 1, 1, 0) * n_syms equalizer = digital.ofdm_equalizer_static(fft_len, occupied_carriers) len_tag_key = "frame_len" len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(n_syms) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") # Note: this is shifted to the correct position! chan_tag.value = pmt.pmt_init_c32vector( fft_len, (0, 0, -1j, -1j, 0, -1j, -1j, 0)) offset_tag = gr.gr_tag_t() offset_tag.offset = 0 offset_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offset_tag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_data, False, fft_len, (len_tag, chan_tag, offset_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), cp_len, len_tag_key) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run() # Check data self.assertComplexTuplesAlmostEqual(rx_expected, sink.data(), places=4)
def test_004_connect(self): """ Advanced test: - Allocator -> IFFT -> Frequency offset -> FFT -> Serializer - FFT does shift (moves DC to middle) - Make sure input == output - Frequency offset is -2 carriers """ fft_len = 8 n_syms = 1 carr_offset = -2 freq_offset = 1.0 / fft_len * carr_offset # Normalized frequency occupied_carriers = ((-2, -1, 1, 2), ) pilot_carriers = ((3, ), (5, )) pilot_symbols = ((1j, ), (-1j, )) tx_data = (1, 1, 1, 1) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(tx_data)) offsettag = gr.gr_tag_t() offsettag.offset = 0 offsettag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offsettag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_data, False, 1, (tag, offsettag)) alloc = digital.ofdm_carrier_allocator_cvc(fft_len, occupied_carriers, pilot_carriers, pilot_symbols, tag_name) tx_ifft = fft.fft_vcc(fft_len, False, (1.0 / fft_len, ) * fft_len) oscillator = gr.sig_source_c(1.0, gr.GR_COS_WAVE, freq_offset, 1.0 / fft_len) mixer = gr.multiply_cc() rx_fft = fft.fft_vcc(fft_len, True, (), True) serializer = digital.ofdm_serializer_vcc(alloc, "", 0, "ofdm_sync_carr_offset") sink = gr.vector_sink_c() self.tb.connect(src, alloc, tx_ifft, gr.vector_to_stream(gr.sizeof_gr_complex, fft_len), (mixer, 0), gr.stream_to_vector(gr.sizeof_gr_complex, fft_len), rx_fft, serializer, sink) self.tb.connect(oscillator, (mixer, 1)) self.tb.run() self.assertComplexTuplesAlmostEqual(sink.data(), tx_data, places=5)
def test_005_tag_propagation (self): """ Make sure tags on the CRC aren't lost. """ data = (0, 1, 2, 3, 4, 5, 6, 7, 8, 230, 166, 39, 8) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(data)) testtag = gr.gr_tag_t() testtag.offset = len(data)-1 testtag.key = pmt.pmt_string_to_symbol('tag1') testtag.value = pmt.pmt_from_long(0) src = gr.vector_source_b(data, False, 1, (tag, testtag)) crc_check = digital.crc32_bb(True, tag_name) sink = gr.vector_sink_b() self.tb.connect(src, crc_check, sink) self.tb.run() self.assertEqual([len(data)-5,], [tag.offset for tag in sink.tags() if pmt.pmt_symbol_to_string(tag.key) == 'tag1'])
def make_lengthtags(lengths, offsets, tagname='length', vlen=1): tags = [] assert (len(offsets) == len(lengths)) for offset, length in zip(offsets, lengths): tag = gr.gr_tag_t() tag.offset = offset / vlen tag.key = pmt.pmt_string_to_symbol(tagname) tag.value = pmt.pmt_from_long(length / vlen) tags.append(tag) return tags
def test_001_simple (self): """ Very simple functionality testing: - static equalizer - init channel state with all ones - transmit all ones - make sure we rx all ones - Tag check: put in frame length tag and one other random tag, make sure they're propagated """ fft_len = 8 equalizer = digital.ofdm_equalizer_static(fft_len) n_syms = 3 len_tag_key = "frame_len" tx_data = (1,) * fft_len * n_syms len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(n_syms) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, (1,) * fft_len) random_tag = gr.gr_tag_t() random_tag.offset = 1 random_tag.key = pmt.pmt_string_to_symbol("foo") random_tag.value = pmt.pmt_from_long(42) src = gr.vector_source_c(tx_data, False, fft_len, (len_tag, chan_tag, random_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), 0, len_tag_key) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run () # Check data self.assertEqual(tx_data, sink.data()) # Check tags tag_dict = dict() for tag in sink.tags(): ptag = gr.tag_to_python(tag) tag_dict[ptag.key] = ptag.value expected_dict = { 'frame_len': n_syms, 'foo': 42 } self.assertEqual(tag_dict, expected_dict)
def test_001_t (self): tag = gr.gr_tag_t() tag.key = pmt.pmt_string_to_symbol('key') tag.value = pmt.pmt_from_long(42) tag.offset = 0 src = blocks.vector_source_f(range(20), False, 1, (tag,)) gate = blocks.tag_gate(gr.sizeof_float, False) sink = blocks.vector_sink_f() self.tb.run () self.assertEqual(len(sink.tags()), 0)
def make_lengthtags(lengths, offsets, tagname='length', vlen=1): tags = [] assert(len(offsets) == len(lengths)) for offset, length in zip(offsets, lengths): tag = gr.gr_tag_t() tag.offset = offset/vlen tag.key = pmt.pmt_string_to_symbol(tagname) tag.value = pmt.pmt_from_long(length/vlen) tags.append(tag) return tags
def test_001_simple(self): """ Very simple functionality testing: - static equalizer - init channel state with all ones - transmit all ones - make sure we rx all ones - Tag check: put in frame length tag and one other random tag, make sure they're propagated """ fft_len = 8 equalizer = digital.ofdm_equalizer_static(fft_len) n_syms = 3 len_tag_key = "frame_len" tx_data = (1, ) * fft_len * n_syms len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(n_syms) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, (1, ) * fft_len) random_tag = gr.gr_tag_t() random_tag.offset = 1 random_tag.key = pmt.pmt_string_to_symbol("foo") random_tag.value = pmt.pmt_from_long(42) src = gr.vector_source_c(tx_data, False, fft_len, (len_tag, chan_tag, random_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), 0, len_tag_key) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run() # Check data self.assertEqual(tx_data, sink.data()) # Check tags tag_dict = dict() for tag in sink.tags(): ptag = gr.tag_to_python(tag) tag_dict[ptag.key] = ptag.value expected_dict = {'frame_len': n_syms, 'foo': 42} self.assertEqual(tag_dict, expected_dict)
def test_001_offset_2sym (self): """ Add a frequency offset, check if it's correctly detected. Also add some random tags and see if they come out at the correct position. """ fft_len = 16 carr_offset = -2 sync_symbol1 = (0, 0, 0, 1, 0, 1, 0, -1, 0, 1, 0, -1, 0, 1, 0, 0) sync_symbol2 = (0, 0, 0, 1, -1, 1, -1, 1, 0, 1, -1, -1, -1, 1, 0, 0) data_symbol = (0, 0, 0, 1, -1, 1, -1, 1, 0, 1, -1, -1, -1, 1, 0, 0) tx_data = shift_tuple(sync_symbol1, carr_offset) + \ shift_tuple(sync_symbol2, carr_offset) + \ shift_tuple(data_symbol, carr_offset) tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol("test_tag_1") tag1.value = pmt.pmt_from_long(23) tag2 = gr.gr_tag_t() tag2.offset = 2 tag2.key = pmt.pmt_string_to_symbol("test_tag_2") tag2.value = pmt.pmt_from_long(42) src = gr.vector_source_c(tx_data, False, fft_len, (tag1, tag2)) chanest = digital.ofdm_chanest_vcvc(sync_symbol1, sync_symbol2, 1) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, chanest, sink) self.tb.run() self.assertEqual(shift_tuple(sink.data(), -carr_offset), data_symbol) tags = sink.tags() detected_tags = { 'ofdm_sync_carr_offset': False, 'test_tag_1': False, 'test_tag_2': False } for tag in tags: if pmt.pmt_symbol_to_string(tag.key) == 'ofdm_sync_carr_offset': carr_offset_hat = pmt.pmt_to_long(tag.value) self.assertEqual(pmt.pmt_to_long(tag.value), carr_offset) if pmt.pmt_symbol_to_string(tag.key) == 'test_tag_1': self.assertEqual(tag.offset, 0) if pmt.pmt_symbol_to_string(tag.key) == 'test_tag_2': self.assertEqual(tag.offset, 0) detected_tags[pmt.pmt_symbol_to_string(tag.key)] = True self.assertTrue(all(detected_tags.values()))
def test_001_offset_2sym(self): """ Add a frequency offset, check if it's correctly detected. Also add some random tags and see if they come out at the correct position. """ fft_len = 16 carr_offset = -2 sync_symbol1 = (0, 0, 0, 1, 0, 1, 0, -1, 0, 1, 0, -1, 0, 1, 0, 0) sync_symbol2 = (0, 0, 0, 1, -1, 1, -1, 1, 0, 1, -1, -1, -1, 1, 0, 0) data_symbol = (0, 0, 0, 1, -1, 1, -1, 1, 0, 1, -1, -1, -1, 1, 0, 0) tx_data = shift_tuple(sync_symbol1, carr_offset) + \ shift_tuple(sync_symbol2, carr_offset) + \ shift_tuple(data_symbol, carr_offset) tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol("test_tag_1") tag1.value = pmt.pmt_from_long(23) tag2 = gr.gr_tag_t() tag2.offset = 2 tag2.key = pmt.pmt_string_to_symbol("test_tag_2") tag2.value = pmt.pmt_from_long(42) src = gr.vector_source_c(tx_data, False, fft_len, (tag1, tag2)) chanest = digital.ofdm_chanest_vcvc(sync_symbol1, sync_symbol2, 1) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, chanest, sink) self.tb.run() self.assertEqual(shift_tuple(sink.data(), -carr_offset), data_symbol) tags = sink.tags() detected_tags = { 'ofdm_sync_carr_offset': False, 'test_tag_1': False, 'test_tag_2': False } for tag in tags: if pmt.pmt_symbol_to_string(tag.key) == 'ofdm_sync_carr_offset': carr_offset_hat = pmt.pmt_to_long(tag.value) self.assertEqual(pmt.pmt_to_long(tag.value), carr_offset) if pmt.pmt_symbol_to_string(tag.key) == 'test_tag_1': self.assertEqual(tag.offset, 0) if pmt.pmt_symbol_to_string(tag.key) == 'test_tag_2': self.assertEqual(tag.offset, 0) detected_tags[pmt.pmt_symbol_to_string(tag.key)] = True self.assertTrue(all(detected_tags.values()))
def test_003_crc_correct_lentag (self): tag_name = "length" pack_len = 8 packets = range(pack_len*2) tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol(tag_name) tag1.value = pmt.pmt_from_long(pack_len) tag2 = gr.gr_tag_t() tag2.offset = pack_len tag2.key = pmt.pmt_string_to_symbol(tag_name) tag2.value = pmt.pmt_from_long(pack_len) testtag1 = gr.gr_tag_t() testtag1.offset = 1 testtag1.key = pmt.pmt_string_to_symbol("tag1") testtag1.value = pmt.pmt_from_long(0) testtag2 = gr.gr_tag_t() testtag2.offset = pack_len testtag2.key = pmt.pmt_string_to_symbol("tag2") testtag2.value = pmt.pmt_from_long(0) testtag3 = gr.gr_tag_t() testtag3.offset = len(packets)-1 testtag3.key = pmt.pmt_string_to_symbol("tag3") testtag3.value = pmt.pmt_from_long(0) src = gr.vector_source_b(packets, False, 1, (tag1, tag2, testtag1, testtag2, testtag3)) crc = digital.crc32_bb(False, tag_name) sink = gr.vector_sink_b() self.tb.connect(src, crc, sink) self.tb.run() self.assertEqual(len(sink.data()), 2*(pack_len+4)) correct_offsets = {'tag1': 1, 'tag2': 12, 'tag3': 19} tags_found = {'tag1': False, 'tag2': False, 'tag3': False} for tag in sink.tags(): key = pmt.pmt_symbol_to_string(tag.key) if key in correct_offsets.keys(): tags_found[key] = True self.assertEqual(correct_offsets[key], tag.offset) if key == tag_name: self.assertTrue(tag.offset == 0 or tag.offset == pack_len+4) self.assertTrue(all(tags_found.values()))
def test_001_offset_2sym (self): """ Add a frequency offset, check if it's correctly detected. Also add some random tags and see if they come out at the correct position. """ fft_len = 16 carr_offset = -2 sync_symbol1 = (0, 0, 0, 1, 0, 1, 0, -1, 0, 1, 0, -1, 0, 1, 0, 0) sync_symbol2 = (0, 0, 0, 1, -1, 1, -1, 1, 0, 1, -1, -1, -1, 1, 0, 0) data_symbol = (0, 0, 0, 1, -1, 1, -1, 1, 0, 1, -1, -1, -1, 1, 0, 0) tx_data = shift_tuple(sync_symbol1, carr_offset) + \ shift_tuple(sync_symbol2, carr_offset) + \ shift_tuple(data_symbol, carr_offset) tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol("test_tag_1") tag1.value = pmt.pmt_from_long(23) tag2 = gr.gr_tag_t() tag2.offset = 2 tag2.key = pmt.pmt_string_to_symbol("test_tag_2") tag2.value = pmt.pmt_from_long(42) src = gr.vector_source_c(tx_data, False, fft_len, (tag1, tag2)) chanest = digital.ofdm_chanest_vcvc(sync_symbol1, sync_symbol2, 1) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, chanest, sink) self.tb.run() self.assertEqual(shift_tuple(sink.data(), -carr_offset), data_symbol) tags = sink.tags() ptags = {} for tag in tags: ptag = gr.tag_to_python(tag) ptags[ptag.key] = (ptag.value, ptag.offset) if ptag.key == 'ofdm_sync_chan_taps': ptags[ptag.key] = (None, ptag.offset) expected_tags = { 'ofdm_sync_carr_offset': (-2, 0), 'ofdm_sync_chan_taps': (None, 0), 'test_tag_1': (23, 0), 'test_tag_2': (42, 0), } self.assertEqual(ptags, expected_tags)
def packets_to_vectors(packets, lengthtagname, vlen=1): tags = [] data = [] offset = 0 for packet in packets: data.extend(packet) tag = gr.gr_tag_t() tag.offset = offset/vlen tag.key = pmt.pmt_string_to_symbol(lengthtagname) tag.value = pmt.pmt_from_long(len(packet)/vlen) tags.append(tag) offset = offset + len(packet) return data, tags
def packets_to_vectors(packets, lengthtagname, vlen=1): tags = [] data = [] offset = 0 for packet in packets: data.extend(packet) tag = gr.gr_tag_t() tag.offset = offset / vlen tag.key = pmt.pmt_string_to_symbol(lengthtagname) tag.value = pmt.pmt_from_long(len(packet) / vlen) tags.append(tag) offset = offset + len(packet) return data, tags
def test_001c_carrier_offset_cp (self): """ Same as before, but put a carrier offset in there and a CP """ fft_len = 8 cp_len = 2 n_syms = 3 # cp_len/fft_len == 1/4, therefore, the phase is rotated by # carr_offset * \pi/2 in every symbol occupied_carriers = ((-2, -1, 1, 2),) carr_offset = -1 tx_data = ( 0,-1j,-1j, 0,-1j,-1j, 0, 0, 0, -1, -1, 0, -1, -1, 0, 0, 0, 1j, 1j, 0, 1j, 1j, 0, 0, ) # Rx'd signal is corrected rx_expected = (0, 0, 1, 1, 0, 1, 1, 0) * n_syms equalizer = digital.ofdm_equalizer_static(fft_len, occupied_carriers) len_tag_key = "frame_len" len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(n_syms) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, (0, 0, 1, 1, 0, 1, 1, 0)) offset_tag = gr.gr_tag_t() offset_tag.offset = 0 offset_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offset_tag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_data, False, fft_len, (len_tag, chan_tag, offset_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), cp_len, len_tag_key) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run () # Check data self.assertComplexTuplesAlmostEqual(rx_expected, sink.data(), places=4)
def test_002_with_offset(self): """ Standard test, carrier offset """ fft_len = 16 tx_symbols = range(1, 16) tx_symbols = (0, 0, 1, 1j, 2, 3, 0, 0, 0, 0, 0, 0, 4, 5, 2j, 6, 0, 0, 7, 8, 3j, 9, 0, 0, 0, 0, 0, 0, 10, 4j, 11, 12, 0, 0, 13, 1j, 14, 15, 0, 0, 0, 0, 0, 0, 0, 0, 2j, 0) carr_offset = 1 # Compare this with tx_symbols from the previous test expected_result = tuple(range(1, 16)) + (0, 0, 0) occupied_carriers = ( (1, 3, 4, 11, 12, 14), (1, 2, 4, 11, 13, 14), ) n_syms = len(tx_symbols) / fft_len tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(n_syms) offsettag = gr.gr_tag_t() offsettag.offset = 0 offsettag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offsettag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_symbols, False, fft_len, (tag, offsettag)) serializer = digital.ofdm_serializer_vcc(fft_len, occupied_carriers, tag_name, "", 0, "ofdm_sync_carr_offset", False) sink = gr.vector_sink_c() self.tb.connect(src, serializer, sink) self.tb.run() self.assertEqual(sink.data(), expected_result) self.assertEqual(len(sink.tags()), 2) for tag in sink.tags(): if pmt.pmt_symbol_to_string(tag.key) == tag_name: self.assertEqual(pmt.pmt_to_long(tag.value), n_syms * len(occupied_carriers[0]))
def test_002_simpledfe (self): """ Use the simple DFE equalizer. """ fft_len = 8 # 4 5 6 7 0 1 2 3 tx_data = [-1, -1, 1, 2, -1, 3, 0, -1, # 0 -1, -1, 0, 2, -1, 2, 0, -1, # 8 -1, -1, 3, 0, -1, 1, 0, -1, # 16 (Pilot symbols) -1, -1, 1, 1, -1, 0, 2, -1] # 24 cnst = digital.constellation_qpsk() tx_signal = [cnst.map_to_points_v(x)[0] if x != -1 else 0 for x in tx_data] occupied_carriers = ((1, 2, 6, 7),) pilot_carriers = ((), (), (1, 2, 6, 7), ()) pilot_symbols = ( [], [], [cnst.map_to_points_v(x)[0] for x in (1, 0, 3, 0)], [] ) equalizer = digital.ofdm_equalizer_simpledfe( fft_len, cnst.base(), occupied_carriers, pilot_carriers, pilot_symbols, 0, 0.01 ) channel = [ 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1, 0, 1, 1, 0, # These coefficients will be rotated slightly... 0, 0, 1j, 1j, 0, 1j, 1j, 0, # Go crazy here! 0, 0, 1j, 1j, 0, 1j, 1j, 0 # ...and again here. ] for idx in range(fft_len, 2*fft_len): channel[idx] = channel[idx-fft_len] * numpy.exp(1j * .1 * numpy.pi * (numpy.random.rand()-.5)) idx2 = idx+2*fft_len channel[idx2] = channel[idx2] * numpy.exp(1j * 0 * numpy.pi * (numpy.random.rand()-.5)) len_tag_key = "frame_len" len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(4) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, channel[:fft_len]) src = gr.vector_source_c(numpy.multiply(tx_signal, channel), False, fft_len, (len_tag, chan_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), 0, len_tag_key, True) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run () rx_data = [cnst.decision_maker_v((x,)) if x != 0 else -1 for x in sink.data()] self.assertEqual(tx_data, rx_data) for tag in sink.tags(): if pmt.pmt_symbol_to_string(tag.key) == len_tag_key: self.assertEqual(pmt.pmt_to_long(tag.value), 4) if pmt.pmt_symbol_to_string(tag.key) == "ofdm_sync_chan_taps": self.assertComplexTuplesAlmostEqual(list(pmt.pmt_c32vector_elements(tag.value)), channel[-fft_len:], places=1)
def test_001c_carrier_offset_no_cp (self): """ Same as before, but put a carrier offset in there """ fft_len = 8 cp_len = 0 n_syms = 1 carr_offset = 1 occupied_carriers = ((-2, -1, 1, 2),) tx_data = ( 0, 0, 0, -1j, -1j, 0, -1j, -1j, ) # The rx'd signal is shifted rx_expected = (0, 0, 1, 1, 0, 1, 1, 0) * n_syms equalizer = digital.ofdm_equalizer_static(fft_len, occupied_carriers) len_tag_key = "frame_len" len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(n_syms) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") # Note: this is shifted to the correct position! chan_tag.value = pmt.pmt_init_c32vector(fft_len, (0, 0, -1j, -1j, 0, -1j, -1j, 0)) offset_tag = gr.gr_tag_t() offset_tag.offset = 0 offset_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offset_tag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_data, False, fft_len, (len_tag, chan_tag, offset_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), cp_len, len_tag_key) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run () # Check data self.assertComplexTuplesAlmostEqual(rx_expected, sink.data(), places=4)
def test_001_crc_len (self): """ Make sure the output of a CRC set is 4 bytes longer than the input. """ data = range(16) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(data)) src = gr.vector_source_b(data, False, 1, (tag,)) crc = digital.crc32_bb(False, tag_name) sink = gr.vector_sink_b() self.tb.connect(src, crc, sink) self.tb.run() # Check that the packets before crc_check are 4 bytes longer that the input. self.assertEqual(len(data)+4, len(sink.data()))
def test_002_crc_equal (self): """ Go through CRC set / CRC check and make sure the output is the same as the input. """ data = (0, 1, 2, 3, 4, 5, 6, 7, 8) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(data)) src = gr.vector_source_b(data, False, 1, (tag,)) crc = digital.crc32_bb(False, tag_name) crc_check = digital.crc32_bb(True, tag_name) sink = gr.vector_sink_b() self.tb.connect(src, crc, crc_check, sink) self.tb.run() # Check that the packets after crc_check are the same as input. self.assertEqual(data, sink.data())
def test_004_fail (self): """ Corrupt the data and make sure it fails CRC test. """ data = (0, 1, 2, 3, 4, 5, 6, 7) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(data)) src = gr.vector_source_b(data, False, 1, (tag,)) crc = digital.crc32_bb(False, tag_name) crc_check = digital.crc32_bb(True, tag_name) corruptor = gr.add_const_bb(1) sink = gr.vector_sink_b() self.tb.connect(src, crc, corruptor, crc_check, sink) self.tb.run() # crc_check will drop invalid packets self.assertEqual(len(sink.data()), 0)
def test_000(self): num_msgs = 10 msg_interval = 1000 msg_list = [] for i in range(num_msgs): msg_list.append(pmt.pmt_from_long(i)) # Create vector source with dummy data to trigger messages src_data = [] for i in range(num_msgs * msg_interval): src_data.append(float(i)) src = gr.vector_source_f(src_data, False) msg_gen = message_generator(msg_list, msg_interval) msg_cons = message_consumer() # Connect vector source to message gen self.tb.connect(src, msg_gen) # Connect message generator to message consumer self.tb.msg_connect(msg_gen, 'out_port', msg_cons, 'in_port') # Verify that the messgae port query functions work self.assertEqual( pmt.pmt_symbol_to_string( pmt.pmt_vector_ref(msg_gen.message_ports_out(), 0)), 'out_port') self.assertEqual( pmt.pmt_symbol_to_string( pmt.pmt_vector_ref(msg_cons.message_ports_in(), 0)), 'in_port') # Run to verify message passing self.tb.start() # Wait for all messages to be sent while msg_gen.msg_ctr < num_msgs: time.sleep(0.5) self.tb.stop() self.tb.wait() # Verify that the message consumer got all the messages self.assertEqual(num_msgs, len(msg_cons.msg_list)) for i in range(num_msgs): self.assertTrue(pmt.pmt_equal(msg_list[i], msg_cons.msg_list[i]))
def test_000(self): num_msgs = 10 msg_interval = 1000 msg_list = [] for i in range(num_msgs): msg_list.append(pmt.pmt_from_long(i)) # Create vector source with dummy data to trigger messages src_data = [] for i in range(num_msgs*msg_interval): src_data.append(float(i)) src = gr.vector_source_f(src_data, False) msg_gen = message_generator(msg_list, msg_interval) msg_cons = message_consumer() # Connect vector source to message gen self.tb.connect(src, msg_gen) # Connect message generator to message consumer self.tb.msg_connect(msg_gen, 'out_port', msg_cons, 'in_port') # Verify that the messgae port query functions work self.assertEqual(pmt.pmt_symbol_to_string(pmt.pmt_vector_ref( msg_gen.message_ports_out(), 0)), 'out_port') self.assertEqual(pmt.pmt_symbol_to_string(pmt.pmt_vector_ref( msg_cons.message_ports_in(), 0)), 'in_port') # Run to verify message passing self.tb.start() # Wait for all messages to be sent while msg_gen.msg_ctr < num_msgs: time.sleep(0.5) self.tb.stop() self.tb.wait() # Verify that the message consumer got all the messages self.assertEqual(num_msgs, len(msg_cons.msg_list)) for i in range(num_msgs): self.assertTrue(pmt.pmt_equal(msg_list[i], msg_cons.msg_list[i]))
def test_001_t (self): """ Simplest possible test: put in zeros, then header, then payload, trigger signal, try to demux. The return signal from the header parser is faked via _post() """ n_zeros = 100 header = (1, 2, 3) payload = tuple(range(17)) data_signal = (0,) * n_zeros + header + payload trigger_signal = [0,] * len(data_signal) trigger_signal[n_zeros] = 1 data_src = gr.vector_source_f(data_signal, False) trigger_src = gr.vector_source_b(trigger_signal, False) hpd = digital.header_payload_demux( len(header), 1, 0, "frame_len", "detect", False, gr.sizeof_float ) self.assertEqual(pmt.pmt_length(hpd.message_ports_in()), 1) header_sink = gr.vector_sink_f() payload_sink = gr.vector_sink_f() self.tb.connect(data_src, (hpd, 0)) self.tb.connect(trigger_src, (hpd, 1)) self.tb.connect((hpd, 0), header_sink) self.tb.connect((hpd, 1), payload_sink) self.tb.start() time.sleep(.2) # Need this, otherwise, the next message is ignored hpd.to_basic_block()._post( pmt.pmt_intern('header_data'), pmt.pmt_from_long(len(payload)) ) while len(payload_sink.data()) < len(payload): time.sleep(.2) self.tb.stop() self.tb.wait() self.assertEqual(header_sink.data(), header) self.assertEqual(payload_sink.data(), payload)
def test_002_t(self): """ same, but using negative carrier indices """ fft_len = 6 tx_symbols = (1, 2, 3) pilot_symbols = ((1j, ), ) occupied_carriers = ((-1, 1, 2), ) pilot_carriers = ((3, ), ) expected_result = (0, 2, 3, 1j, 0, 1) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(tx_symbols)) src = gr.vector_source_c(tx_symbols, False, 1, (tag, )) alloc = digital.ofdm_carrier_allocator_cvc(fft_len, occupied_carriers, pilot_carriers, pilot_symbols, tag_name) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, alloc, sink) self.tb.run() self.assertEqual(sink.data(), expected_result)
def test_003_connect(self): """ Connect carrier_allocator to ofdm_serializer, make sure output==input """ fft_len = 8 n_syms = 10 occupied_carriers = ((1, 2, 6, 7), ) pilot_carriers = ((3, ), (5, )) pilot_symbols = ((1j, ), (-1j, )) tx_data = tuple( [numpy.random.randint(0, 10) for x in range(4 * n_syms)]) tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(tx_data)) src = gr.vector_source_c(tx_data, False, 1, (tag, )) alloc = digital.ofdm_carrier_allocator_cvc(fft_len, occupied_carriers, pilot_carriers, pilot_symbols, tag_name) serializer = digital.ofdm_serializer_vcc(alloc, "", 0, "", False) sink = gr.vector_sink_c() self.tb.connect(src, alloc, serializer, sink) self.tb.run() self.assertEqual(sink.data(), tx_data)
def test_005_three_with_tags_trailing (self): """ 3 -> 8, trailing bits """ src_data = (0b101,) + (0b111,) * 4 + (0b001,) expected_data = (0b11111101, 0b11111111) k = 3 l = 8 tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(len(src_data)) src = gr.vector_source_b(src_data, False, 1, (tag,)) repack = blocks.repack_bits_bb(k, l, tag_name, True) sink = gr.vector_sink_b() self.tb.connect(src, repack, sink) self.tb.run () self.assertEqual(sink.data(), expected_data) try: out_tag = sink.tags()[0] except: self.assertFail() self.assertEqual(out_tag.offset, 0) self.assertEqual(pmt.pmt_symbol_to_string(out_tag.key), tag_name) self.assertEqual(pmt.pmt_to_long(out_tag.value), len(expected_data))
def test_001c_carrier_offset_cp(self): """ Same as before, but put a carrier offset in there and a CP """ fft_len = 8 cp_len = 2 n_syms = 3 # cp_len/fft_len == 1/4, therefore, the phase is rotated by # carr_offset * \pi/2 in every symbol occupied_carriers = ((-2, -1, 1, 2), ) carr_offset = -1 tx_data = ( 0, -1j, -1j, 0, -1j, -1j, 0, 0, 0, -1, -1, 0, -1, -1, 0, 0, 0, 1j, 1j, 0, 1j, 1j, 0, 0, ) # Rx'd signal is corrected rx_expected = (0, 0, 1, 1, 0, 1, 1, 0) * n_syms equalizer = digital.ofdm_equalizer_static(fft_len, occupied_carriers) len_tag_key = "frame_len" len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(n_syms) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, (0, 0, 1, 1, 0, 1, 1, 0)) offset_tag = gr.gr_tag_t() offset_tag.offset = 0 offset_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_carr_offset") offset_tag.value = pmt.pmt_from_long(carr_offset) src = gr.vector_source_c(tx_data, False, fft_len, (len_tag, chan_tag, offset_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), cp_len, len_tag_key) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run() # Check data self.assertComplexTuplesAlmostEqual(rx_expected, sink.data(), places=4)
def test_002_32bits(self): # 3 PDUs: | | | | data = (1, 2, 3, 4, 1, 2, 1, 2, 3, 4) tagname = "packet_len" tag1 = gr.gr_tag_t() tag1.offset = 0 tag1.key = pmt.pmt_string_to_symbol(tagname) tag1.value = pmt.pmt_from_long(4) tag2 = gr.gr_tag_t() tag2.offset = 4 tag2.key = pmt.pmt_string_to_symbol(tagname) tag2.value = pmt.pmt_from_long(2) tag3 = gr.gr_tag_t() tag3.offset = 6 tag3.key = pmt.pmt_string_to_symbol(tagname) tag3.value = pmt.pmt_from_long(4) src = gr.vector_source_b(data, False, 1, (tag1, tag2, tag3)) header = digital.packet_headergenerator_bb(32, tagname) sink = gr.vector_sink_b() self.tb.connect(src, header, sink) self.tb.run() expected_data = ( # | Number of symbols | Packet number | Parity 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0) self.assertEqual(sink.data(), expected_data)
def test_001b_shifted(self): """ Same as before, but shifted, because that's the normal mode in OFDM Rx """ fft_len = 16 tx_symbols = ( 0, 0, 0, 0, 0, 0, 1, 2, 0, 3, 4, 5, 0, 0, 0, 0, 0, 0, 0, 0, 6, 1j, 7, 8, 0, 9, 10, 1j, 11, 0, 0, 0, 0, 0, 0, 0, 0, 12, 13, 14, 0, 15, 16, 17, 0, 0, 0, 0, ) expected_result = tuple(range(18)) occupied_carriers = ( (13, 14, 15, 1, 2, 3), (-4, -2, -1, 1, 2, 4), ) n_syms = len(tx_symbols) / fft_len tag_name = "len" tag = gr.gr_tag_t() tag.offset = 0 tag.key = pmt.pmt_string_to_symbol(tag_name) tag.value = pmt.pmt_from_long(n_syms) src = gr.vector_source_c(tx_symbols, False, fft_len, (tag, )) serializer = digital.ofdm_serializer_vcc(fft_len, occupied_carriers, tag_name) sink = gr.vector_sink_c() self.tb.connect(src, serializer, sink) self.tb.run() self.assertEqual(sink.data(), expected_result) self.assertEqual(len(sink.tags()), 1) result_tag = sink.tags()[0] self.assertEqual(pmt.pmt_symbol_to_string(result_tag.key), tag_name) self.assertEqual(pmt.pmt_to_long(result_tag.value), n_syms * len(occupied_carriers[0]))
def test_002_simpledfe(self): """ Use the simple DFE equalizer. """ fft_len = 8 # 4 5 6 7 0 1 2 3 tx_data = [ -1, -1, 1, 2, -1, 3, 0, -1, # 0 -1, -1, 0, 2, -1, 2, 0, -1, # 8 -1, -1, 3, 0, -1, 1, 0, -1, # 16 (Pilot symbols) -1, -1, 1, 1, -1, 0, 2, -1 ] # 24 cnst = digital.constellation_qpsk() tx_signal = [ cnst.map_to_points_v(x)[0] if x != -1 else 0 for x in tx_data ] occupied_carriers = ((1, 2, 6, 7), ) pilot_carriers = ((), (), (1, 2, 6, 7), ()) pilot_symbols = ([], [], [cnst.map_to_points_v(x)[0] for x in (1, 0, 3, 0)], []) equalizer = digital.ofdm_equalizer_simpledfe(fft_len, cnst.base(), occupied_carriers, pilot_carriers, pilot_symbols, 0, 0.01) channel = [ 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1, 0, 1, 1, 0, # These coefficients will be rotated slightly... 0, 0, 1j, 1j, 0, 1j, 1j, 0, # Go crazy here! 0, 0, 1j, 1j, 0, 1j, 1j, 0 # ...and again here. ] for idx in range(fft_len, 2 * fft_len): channel[idx] = channel[idx - fft_len] * numpy.exp( 1j * .1 * numpy.pi * (numpy.random.rand() - .5)) idx2 = idx + 2 * fft_len channel[idx2] = channel[idx2] * numpy.exp( 1j * 0 * numpy.pi * (numpy.random.rand() - .5)) len_tag_key = "frame_len" len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(4) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, channel[:fft_len]) src = gr.vector_source_c(numpy.multiply(tx_signal, channel), False, fft_len, (len_tag, chan_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), 0, len_tag_key, True) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run() rx_data = [ cnst.decision_maker_v((x, )) if x != 0 else -1 for x in sink.data() ] self.assertEqual(tx_data, rx_data) for tag in sink.tags(): if pmt.pmt_symbol_to_string(tag.key) == len_tag_key: self.assertEqual(pmt.pmt_to_long(tag.value), 4) if pmt.pmt_symbol_to_string(tag.key) == "ofdm_sync_chan_taps": self.assertComplexTuplesAlmostEqual(list( pmt.pmt_c32vector_elements(tag.value)), channel[-fft_len:], places=1)
def test_002_static(self): """ - Add a simple channel - Make symbols QPSK """ fft_len = 8 # 4 5 6 7 0 1 2 3 tx_data = [ -1, -1, 1, 2, -1, 3, 0, -1, # 0 -1, -1, 0, 2, -1, 2, 0, -1, # 8 -1, -1, 3, 0, -1, 1, 0, -1, # 16 (Pilot symbols) -1, -1, 1, 1, -1, 0, 2, -1 ] # 24 cnst = digital.constellation_qpsk() tx_signal = [ cnst.map_to_points_v(x)[0] if x != -1 else 0 for x in tx_data ] occupied_carriers = ((1, 2, 6, 7), ) pilot_carriers = ((), (), (1, 2, 6, 7), ()) pilot_symbols = ([], [], [cnst.map_to_points_v(x)[0] for x in (1, 0, 3, 0)], []) equalizer = digital.ofdm_equalizer_static(fft_len, occupied_carriers, pilot_carriers, pilot_symbols) channel = [ 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1, 0, 1, 1, 0, # These coefficients will be rotated slightly (but less than \pi/2) 0, 0, 1j, 1j, 0, 1j, 1j, 0, # Go crazy here! 0, 0, 1j, 1j, 0, 1j, 1j, 0 ] channel = [ 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1, 0, 1, 1, 0, # These coefficients will be rotated slightly (but less than \pi/2) 0, 0, 1j, 1j, 0, 1j, 1j, 0, # Go crazy here! 0, 0, 1j, 1j, 0, 1j, 1j, 0 ] for idx in range(fft_len, 2 * fft_len): channel[idx] = channel[idx - fft_len] * numpy.exp( 1j * .1 * numpy.pi * (numpy.random.rand() - .5)) len_tag_key = "frame_len" len_tag = gr.gr_tag_t() len_tag.offset = 0 len_tag.key = pmt.pmt_string_to_symbol(len_tag_key) len_tag.value = pmt.pmt_from_long(4) chan_tag = gr.gr_tag_t() chan_tag.offset = 0 chan_tag.key = pmt.pmt_string_to_symbol("ofdm_sync_chan_taps") chan_tag.value = pmt.pmt_init_c32vector(fft_len, channel[:fft_len]) src = gr.vector_source_c(numpy.multiply(tx_signal, channel), False, fft_len, (len_tag, chan_tag)) eq = digital.ofdm_frame_equalizer_vcvc(equalizer.base(), 0, len_tag_key, True) sink = gr.vector_sink_c(fft_len) self.tb.connect(src, eq, sink) self.tb.run() rx_data = [ cnst.decision_maker_v((x, )) if x != 0 else -1 for x in sink.data() ] # Check data self.assertEqual(tx_data, rx_data) # Check tags tag_dict = dict() for tag in sink.tags(): ptag = gr.tag_to_python(tag) tag_dict[ptag.key] = ptag.value if ptag.key == 'ofdm_sync_chan_taps': tag_dict[ptag.key] = list(pmt.pmt_c32vector_elements( tag.value)) else: tag_dict[ptag.key] = pmt.to_python(tag.value) expected_dict = { 'frame_len': 4, 'ofdm_sync_chan_taps': channel[-fft_len:] } self.assertEqual(tag_dict, expected_dict)