From b389c8d00064d224a534d3c4a37bd4ee700a5022 Mon Sep 17 00:00:00 2001 From: Nao Pross Date: Fri, 3 Dec 2021 13:01:42 +0100 Subject: Improve frequency LPF --- tests/correlator/correlator.grc | 100 +++++++++++++++++++++++++--------------- tests/correlator/correlator.py | 13 ++++-- tests/correlator/epy_block_0.py | 36 +++++++++------ 3 files changed, 93 insertions(+), 56 deletions(-) (limited to 'tests/correlator') diff --git a/tests/correlator/correlator.grc b/tests/correlator/correlator.grc index bf44544..220eaed 100644 --- a/tests/correlator/correlator.grc +++ b/tests/correlator/correlator.grc @@ -163,7 +163,7 @@ blocks: id: variable parameters: comment: '' - value: '[31, 53] + [0x12, 0xe3, 0x9b, 0xee, 0x84, 0x23, 0x41, 0xf3] * 2' + value: '[31, 53] + [0x12, 0xe3, 0x9b, 0xee, 0x84, 0x23, 0x41, 0xf3] ' states: bus_sink: false bus_source: false @@ -212,7 +212,7 @@ blocks: bus_sink: false bus_source: false bus_structure: null - coordinate: [1048, 1128.0] + coordinate: [1088, 1304.0] rotation: 0 state: enabled - name: blocks_multiply_const_vxx_0 @@ -248,7 +248,7 @@ blocks: bus_sink: false bus_source: false bus_structure: null - coordinate: [1336, 1204.0] + coordinate: [1376, 1380.0] rotation: 0 state: disabled - name: blocks_null_sink_3 @@ -265,7 +265,7 @@ blocks: bus_sink: false bus_source: false bus_structure: null - coordinate: [1336, 1256.0] + coordinate: [1376, 1432.0] rotation: 0 state: true - name: blocks_null_source_0 @@ -408,7 +408,7 @@ blocks: block_tags: 'False' comment: '' epsilon: '1.0' - freq_offset: '0.0002' + freq_offset: '0.0001' maxoutbuf: '0' minoutbuf: '0' noise_voltage: '0.2' @@ -497,6 +497,24 @@ blocks: coordinate: [776, 1020.0] rotation: 0 state: enabled +- name: digital_costas_loop_cc_0 + id: digital_costas_loop_cc + parameters: + affinity: '' + alias: '' + comment: '' + maxoutbuf: '0' + minoutbuf: '0' + order: '4' + use_snr: 'False' + w: 2 * 3.141592653589793 / 100 + states: + bus_sink: false + bus_source: false + bus_structure: null + coordinate: [1088, 1128.0] + rotation: 0 + state: true - name: digital_pfb_clock_sync_xxx_0 id: digital_pfb_clock_sync_xxx parameters: @@ -531,18 +549,20 @@ blocks: \ because tags have an absolute offset\n self.counter: np.uint64 = 0\n\ \n # because we do block processing, we need to keep track of the last\ \ tag\n # of the previous block to correct the first values of the next\ - \ block\n self.last = None\n\n # to compute the values that are\ - \ at the end we need to know the frequency\n # of the last block\n \ - \ self.freq = 1\n\n def block_phase(self, start, end):\n # compute\ - \ number of samples in block\n nsamples = end.offset - start.offset\n\ - \n # unpack pmt values into start and end phase\n sphase = pmt.to_python(start.value)\n\ - \ ephase = pmt.to_python(end.value)\n\n # compute frequency offset\ - \ between start and end\n freq = (sphase - ephase) / nsamples\n\n \ - \ # save this frequency values to compute the end block, unless frequency\n\ - \ # has changed too fast, in that case replace the current values with\n\ - \ # the previous one . This is effectively like a low pass filter.\n\ - \ if abs(freq / self.freq) > 4:\n freq = self.freq\n \ - \ else:\n self.freq = freq\n\n\n # debugging\n print(f\"\ + \ block\n self.last = None\n\n # both the phase and frequency\ + \ corrections should go through a low pass\n # filter to avoid werid\ + \ jumps in the correction. to do that, there are\n # two buffers with\ + \ an index\n self.index = 0\n self.length = 7\n self.freq\ + \ = np.zeros(self.length)\n\n def lpf_freq(self, new_sample):\n #\ + \ save new sample\n self.freq[self.index] = new_sample\n # increment\ + \ index\n self.index = (self.index + 1) % self.length\n\n return\ + \ np.sum(self.freq) / self.length\n\n def block_phase(self, start, end):\n\ + \ # compute number of samples in block\n nsamples = end.offset\ + \ - start.offset\n\n # unpack pmt values into start and end phase\n \ + \ sphase = pmt.to_python(start.value)\n ephase = pmt.to_python(end.value)\n\ + \n # compute frequency offset between start and end\n # and run\ + \ it through a low pass filter (mean)\n freq = (sphase - ephase) / nsamples\n\ + \ freq = self.lpf_freq(freq)\n\n # debugging\n print(f\"\ Correction for block of {nsamples:2d} samples is \" \\\n f\"phase={sphase:\ \ .4f} rad and freq={freq*1e3: .4f} milli rad / sample\")\n\n # compute\ \ block values\n return sphase * np.ones(nsamples) + freq * np.arange(0,\ @@ -551,20 +571,22 @@ blocks: \n # nicer aliases\n inp = input_items[0]\n out = output_items[0]\n\ \n # read phase tags\n is_phase = lambda tag: pmt.to_python(tag.key)\ \ == \"phase_est\"\n tags = list(filter(is_phase, self.get_tags_in_window(0,\ - \ 0, len(inp))))\n\n # debugging\n print(f\"Processing {len(tags)}\ - \ tags = {tags[-1].offset - tags[0].offset} \" \\\n f\"samples\ - \ out of {len(inp)} input samples\")\n\n # compute \"the middle\"\n \ - \ enough_samples = lambda pair: ((pair[1].offset - pair[0].offset) > 0)\n\ - \ pairs = list(filter(enough_samples, zip(tags, tags[1:])))\n \ - \ blocks = [ self.block_phase(start, end) for (start, end) in pairs ]\n \ - \ middle = np.concatenate(blocks) if blocks else []\n\n # compute\ - \ values at the end, we do not have informations about the future\n #\ - \ but we can use the frequency of the last block to approximate\n nback\ - \ = len(inp) - (tags[-1].offset - self.counter)\n print(f\"Processing\ - \ {nback} samples at the back of the buffer\")\n end = np.ones(nback)\ - \ * pmt.to_python(tags[-1].value) + self.freq * np.arange(0, nback)\n\n \ - \ # compute the \"start\", using the last tag from the previous call\n \ - \ nfront = tags[0].offset - self.counter\n print(f\"Processing {nfront}\ + \ 0, len(inp))))\n\n if not tags:\n print(f\"There were no\ + \ tags in {len(inp)} samples!\")\n out[:] = inp\n return\ + \ len(out)\n\n # debugging\n print(f\"Processing {len(tags)} tags\ + \ = {tags[-1].offset - tags[0].offset} \" \\\n f\"samples out of\ + \ {len(inp)} input samples\")\n\n # compute \"the middle\"\n enough_samples\ + \ = lambda pair: ((pair[1].offset - pair[0].offset) > 0)\n pairs = list(filter(enough_samples,\ + \ zip(tags, tags[1:])))\n blocks = [ self.block_phase(start, end) for\ + \ (start, end) in pairs ]\n middle = np.concatenate(blocks) if blocks\ + \ else []\n\n # compute values at the end, we do not have informations\ + \ about the future\n # but we can use the frequency of the last block\ + \ to approximate\n nback = len(inp) - (tags[-1].offset - self.counter)\n\ + \ print(f\"Processing {nback} samples at the back of the buffer\")\n\ + \ endfreq = self.lpf_freq(self.freq[-1])\n end = np.ones(nback)\ + \ * pmt.to_python(tags[-1].value) + endfreq * np.arange(0, nback)\n\n \ + \ # compute the \"start\", using the last tag from the previous call\n \ + \ nfront = tags[0].offset - self.counter\n print(f\"Processing {nfront}\ \ samples at the front of the buffer\")\n start = self.block_phase(self.last,\ \ tags[0])[-nfront:] \\\n if self.last and nfront else np.zeros(nfront)\n\ \n # compute correction\n correction = np.exp(-1j * np.concatenate([start,\ @@ -728,9 +750,9 @@ blocks: comment: '' grid: 'False' gui_hint: 2,1,2,1 - label1: '' + label1: Custom Block label10: '' - label2: '' + label2: Costas Loop label3: '' label4: '' label5: '' @@ -750,7 +772,7 @@ blocks: marker8: '0' marker9: '0' name: '"Phase Locked Signal"' - nconnections: '1' + nconnections: '2' size: '1024' style1: '0' style10: '0' @@ -787,7 +809,7 @@ blocks: bus_sink: false bus_source: false bus_structure: null - coordinate: [1288, 940.0] + coordinate: [1368, 1092.0] rotation: 0 state: enabled - name: qtgui_const_sink_x_1 @@ -1073,7 +1095,7 @@ blocks: bus_sink: false bus_source: false bus_structure: null - coordinate: [1336, 1108.0] + coordinate: [1376, 1284.0] rotation: 0 state: enabled - name: qtgui_time_sink_x_0_0_0 @@ -1558,7 +1580,7 @@ blocks: bus_sink: false bus_source: false bus_structure: null - coordinate: [1512, 1188.0] + coordinate: [1552, 1364.0] rotation: 0 state: disabled - name: root_raised_cosine_filter_0 @@ -1607,7 +1629,7 @@ blocks: bus_sink: false bus_source: false bus_structure: null - coordinate: [1336, 1036.0] + coordinate: [1368, 1036.0] rotation: 0 state: true - name: virtual_source_0 @@ -1660,9 +1682,11 @@ connections: - [digital_constellation_modulator_0, '0', blocks_stream_mux_1, '1'] - [digital_constellation_modulator_0, '0', channels_channel_model_0, '0'] - [digital_constellation_modulator_0, '0', qtgui_time_sink_x_1_0, '0'] +- [digital_corr_est_cc_0, '0', digital_costas_loop_cc_0, '0'] - [digital_corr_est_cc_0, '0', epy_block_0, '0'] - [digital_corr_est_cc_0, '0', qtgui_time_sink_x_0_0_0, '0'] - [digital_corr_est_cc_0, '1', blocks_complex_to_magphase_0_0, '0'] +- [digital_costas_loop_cc_0, '0', qtgui_const_sink_x_0_0, '1'] - [digital_pfb_clock_sync_xxx_0, '0', digital_cma_equalizer_cc_0, '0'] - [epy_block_0, '0', qtgui_const_sink_x_0_0, '0'] - [epy_block_0, '0', virtual_sink_3, '0'] diff --git a/tests/correlator/correlator.py b/tests/correlator/correlator.py index 5edc8ee..50283c0 100755 --- a/tests/correlator/correlator.py +++ b/tests/correlator/correlator.py @@ -78,7 +78,7 @@ class correlator(gr.top_block, Qt.QWidget): self.nfilts = nfilts = 32 self.excess_bw = excess_bw = .35 self.timing_loop_bw = timing_loop_bw = 2 * 3.141592653589793 / 100 - self.testvec = testvec = [31, 53] + [0x12, 0xe3, 0x9b, 0xee, 0x84, 0x23, 0x41, 0xf3] * 2 + self.testvec = testvec = [31, 53] + [0x12, 0xe3, 0x9b, 0xee, 0x84, 0x23, 0x41, 0xf3] self.samp_rate = samp_rate = 32000 self.rrc_taps = rrc_taps = firdes.root_raised_cosine(nfilts, nfilts, 1.0/float(sps), excess_bw, 45*nfilts) self.revconj_access_code_symbols = revconj_access_code_symbols = [(1.4142135623730951+1.4142135623730951j), (1.4142135623730951+1.4142135623730951j), (1.4142135623730951-1.4142135623730951j), (-1.4142135623730951+1.4142135623730951j), (1.4142135623730951-1.4142135623730951j), (1.4142135623730951-1.4142135623730951j), (1.4142135623730951+1.4142135623730951j), (-1.4142135623730951+1.4142135623730951j)] @@ -243,7 +243,7 @@ class correlator(gr.top_block, Qt.QWidget): self.qtgui_const_sink_x_0_0 = qtgui.const_sink_c( 1024, #size "Phase Locked Signal", #name - 1 #number of inputs + 2 #number of inputs ) self.qtgui_const_sink_x_0_0.set_update_time(0.10) self.qtgui_const_sink_x_0_0.set_y_axis(-2, 2) @@ -254,7 +254,7 @@ class correlator(gr.top_block, Qt.QWidget): self.qtgui_const_sink_x_0_0.enable_axis_labels(True) - labels = ['', '', '', '', '', + labels = ['Custom Block', 'Costas Loop', '', '', '', '', '', '', '', ''] widths = [1, 1, 1, 1, 1, 1, 1, 1, 1, 1] @@ -267,7 +267,7 @@ class correlator(gr.top_block, Qt.QWidget): alphas = [1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0, 1.0] - for i in range(1): + for i in range(2): if len(labels[i]) == 0: self.qtgui_const_sink_x_0_0.set_line_label(i, "Data {0}".format(i)) else: @@ -330,6 +330,7 @@ class correlator(gr.top_block, Qt.QWidget): self.top_grid_layout.setColumnStretch(c, 1) self.epy_block_0 = epy_block_0.blk() self.digital_pfb_clock_sync_xxx_0 = digital.pfb_clock_sync_ccf(sps, timing_loop_bw, rrc_taps, nfilts, 16, 1.5, 1) + self.digital_costas_loop_cc_0 = digital.costas_loop_cc(2 * 3.141592653589793 / 100, 4, False) self.digital_corr_est_cc_0 = digital.corr_est_cc(access_code_symbols, 1, 0, .8, digital.THRESHOLD_DYNAMIC) self.digital_constellation_modulator_0 = digital.generic_mod( constellation=const, @@ -343,7 +344,7 @@ class correlator(gr.top_block, Qt.QWidget): self.digital_cma_equalizer_cc_0 = digital.cma_equalizer_cc(15, 1, .002, 1) self.channels_channel_model_0 = channels.channel_model( noise_voltage=0.2, - frequency_offset=0.0002, + frequency_offset=0.0001, epsilon=1.0, taps=[-1.4 + .4j], noise_seed=243, @@ -374,8 +375,10 @@ class correlator(gr.top_block, Qt.QWidget): self.connect((self.digital_constellation_modulator_0, 0), (self.channels_channel_model_0, 0)) self.connect((self.digital_constellation_modulator_0, 0), (self.qtgui_time_sink_x_1_0, 0)) self.connect((self.digital_corr_est_cc_0, 1), (self.blocks_complex_to_magphase_0_0, 0)) + self.connect((self.digital_corr_est_cc_0, 0), (self.digital_costas_loop_cc_0, 0)) self.connect((self.digital_corr_est_cc_0, 0), (self.epy_block_0, 0)) self.connect((self.digital_corr_est_cc_0, 0), (self.qtgui_time_sink_x_0_0_0, 0)) + self.connect((self.digital_costas_loop_cc_0, 0), (self.qtgui_const_sink_x_0_0, 1)) self.connect((self.digital_pfb_clock_sync_xxx_0, 0), (self.digital_cma_equalizer_cc_0, 0)) self.connect((self.epy_block_0, 0), (self.digital_constellation_decoder_cb_0, 0)) self.connect((self.epy_block_0, 0), (self.qtgui_const_sink_x_0_0, 0)) diff --git a/tests/correlator/epy_block_0.py b/tests/correlator/epy_block_0.py index 6b47e80..e7599c9 100644 --- a/tests/correlator/epy_block_0.py +++ b/tests/correlator/epy_block_0.py @@ -21,9 +21,20 @@ class blk(gr.sync_block): # of the previous block to correct the first values of the next block self.last = None - # to compute the values that are at the end we need to know the frequency - # of the last block - self.freq = 1 + # both the phase and frequency corrections should go through a low pass + # filter to avoid werid jumps in the correction. to do that, there are + # two buffers with an index + self.index = 0 + self.length = 7 + self.freq = np.zeros(self.length) + + def lpf_freq(self, new_sample): + # save new sample + self.freq[self.index] = new_sample + # increment index + self.index = (self.index + 1) % self.length + + return np.sum(self.freq) / self.length def block_phase(self, start, end): # compute number of samples in block @@ -34,16 +45,9 @@ class blk(gr.sync_block): ephase = pmt.to_python(end.value) # compute frequency offset between start and end + # and run it through a low pass filter (mean) freq = (sphase - ephase) / nsamples - - # save this frequency values to compute the end block, unless frequency - # has changed too fast, in that case replace the current values with - # the previous one . This is effectively like a low pass filter. - if abs(freq / self.freq) > 4: - freq = self.freq - else: - self.freq = freq - + freq = self.lpf_freq(freq) # debugging print(f"Correction for block of {nsamples:2d} samples is " \ @@ -64,6 +68,11 @@ class blk(gr.sync_block): is_phase = lambda tag: pmt.to_python(tag.key) == "phase_est" tags = list(filter(is_phase, self.get_tags_in_window(0, 0, len(inp)))) + if not tags: + print(f"There were no tags in {len(inp)} samples!") + out[:] = inp + return len(out) + # debugging print(f"Processing {len(tags)} tags = {tags[-1].offset - tags[0].offset} " \ f"samples out of {len(inp)} input samples") @@ -78,7 +87,8 @@ class blk(gr.sync_block): # but we can use the frequency of the last block to approximate nback = len(inp) - (tags[-1].offset - self.counter) print(f"Processing {nback} samples at the back of the buffer") - end = np.ones(nback) * pmt.to_python(tags[-1].value) + self.freq * np.arange(0, nback) + endfreq = self.lpf_freq(self.freq[-1]) + end = np.ones(nback) * pmt.to_python(tags[-1].value) + endfreq * np.arange(0, nback) # compute the "start", using the last tag from the previous call nfront = tags[0].offset - self.counter -- cgit v1.2.1