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galileo/tests/integration/test_cboc_end_to_end.py

161 lines
5.3 KiB
Python

"""Full-band CBOC acquisition/tracking evidence at 32.736 Msps."""
from __future__ import annotations
import numpy as np
import pytest
from galileo_rx.acquisition.acquisition_manager import AcquisitionManager
from galileo_rx.config import AcquisitionConfig, TrackingConfig
from galileo_rx.signal_profiles import galileo_e1_profile
from galileo_rx.signals.code_provider import SyntheticCodeProvider
from galileo_rx.signals.e1_modulation import E1Modulation
from galileo_rx.signals.fullband_e1_generator import FullBandE1SignalGenerator
from galileo_rx.signals.signal_generator import ChannelModelConfig, SatelliteSignalConfig
from galileo_rx.tracking.pilot_aided_e1 import synchronize_e1c_for_tracking
from galileo_rx.tracking.tracking_channel import TrackingChannel
FS_HZ = 32.736e6
IF_HZ = 2.25e6
DOPPLER_HZ = 1250.0
DELAY_CHIPS = 80.25
def _run_case(transmit_modulation: E1Modulation, receiver_modulation: E1Modulation):
profile = galileo_e1_profile()
provider = SyntheticCodeProvider()
generator = FullBandE1SignalGenerator(
profile,
provider,
FS_HZ,
IF_HZ,
satellites=[
SatelliteSignalConfig(
1,
"E1C",
code_delay_chips=DELAY_CHIPS,
doppler_hz=DOPPLER_HZ,
carrier_phase_rad=0.3,
cn0_db_hz=55.0,
modulation=transmit_modulation,
)
],
channel=ChannelModelConfig(seed=2026),
)
samples, truth = generator.generate(round(0.16 * FS_HZ))
acquisition_config = AcquisitionConfig(
modulation=receiver_modulation,
doppler_min_hz=1000.0,
doppler_max_hz=1500.0,
doppler_step_hz=250.0,
coherent_integration_ms=4.0,
noncoherent_accumulations=2,
detection_threshold=2.0,
zero_padding_mode="none",
parabolic_interpolation=False,
)
acquisition, _ = AcquisitionManager(
profile, provider, FS_HZ, acquisition_config
).acquire_one(samples, "E1C", 1, IF_HZ)
synchronization = synchronize_e1c_for_tracking(
samples,
profile,
provider,
FS_HZ,
acquisition,
round(0.008 * FS_HZ),
search_primary_epochs=30,
residual_frequency_step_hz=1.0,
modulation=receiver_modulation,
)
tracking = TrackingChannel(
profile,
provider,
FS_HZ,
TrackingConfig(
modulation=receiver_modulation,
pull_in_duration_ms=20.0,
loss_of_lock_epochs=20,
),
synchronization.acquisition,
synchronization.tracking_start_sample,
synchronization.sync.phase,
)
measurements = tracking.process(samples[synchronization.tracking_start_sample :])
return acquisition, synchronization.sync, measurements, truth
@pytest.mark.parametrize(
("transmit_modulation", "receiver_modulation"),
[
(E1Modulation.BOC11, E1Modulation.BOC11),
(E1Modulation.CBOC, E1Modulation.BOC11),
(E1Modulation.CBOC, E1Modulation.CBOC),
],
)
def test_fullband_modulation_matrix_acquires_and_tracks(
transmit_modulation: E1Modulation,
receiver_modulation: E1Modulation,
) -> None:
acquisition, secondary, measurements, truth = _run_case(
transmit_modulation, receiver_modulation
)
expected = truth.satellites[0]
assert acquisition.detected
assert acquisition.raw_doppler_hz == DOPPLER_HZ
assert abs(acquisition.code_phase_chips - expected.initial_code_delay_chips) <= 1.0 / 32.0
assert secondary.normalized_correlation > 0.98
assert secondary.sign_errors == 0
assert len(measurements) >= 35
assert measurements[-1].carrier_lock
assert measurements[-1].code_lock
assert not any(item.cycle_slip for item in measurements)
assert not any(item.sample_discontinuity for item in measurements)
tail = measurements[-10:]
assert np.sqrt(np.mean([item.pll_error_rad**2 for item in tail])) < 0.12
assert np.sqrt(np.mean([item.dll_error_chips**2 for item in tail])) < 0.12
@pytest.mark.parametrize("intermediate_frequency_hz", [0.0, 2.25e6])
def test_cboc_pcps_carrier_wipeoff_at_zero_and_nonzero_if(
intermediate_frequency_hz: float,
) -> None:
profile = galileo_e1_profile()
provider = SyntheticCodeProvider()
samples, _ = FullBandE1SignalGenerator(
profile,
provider,
FS_HZ,
intermediate_frequency_hz,
satellites=[
SatelliteSignalConfig(
5,
"E1B",
code_delay_chips=19.5,
doppler_hz=-750.0,
modulation=E1Modulation.CBOC,
)
],
channel=ChannelModelConfig(add_awgn=False),
).generate(round(0.008 * FS_HZ))
result, _ = AcquisitionManager(
profile,
provider,
FS_HZ,
AcquisitionConfig(
modulation=E1Modulation.CBOC,
doppler_min_hz=-1000.0,
doppler_max_hz=-500.0,
doppler_step_hz=250.0,
coherent_integration_ms=4.0,
noncoherent_accumulations=2,
detection_threshold=2.0,
zero_padding_mode="none",
parabolic_interpolation=False,
),
).acquire_one(samples, "E1B", 5, intermediate_frequency_hz)
assert result.detected
assert result.raw_doppler_hz == -750.0
assert abs(result.code_phase_chips - 20.5) <= 1.0 / 32.0