From 4437917465274257ff0ca5d3c269029da45de3ec Mon Sep 17 00:00:00 2001 From: LittleSam129 <1qwe432@gmail.com> Date: Mon, 14 Sep 2026 15:11:46 +0300 Subject: [PATCH] Lab063: localize Lab062 RF quality degradation offline --- PROJECT_LOG.md | 50 + data/processed/lab063/gain_vs_time.png | Bin 0 -> 122276 bytes .../lab063/lab056_b_vs_lab062_packets.png | Bin 0 -> 71141 bytes data/processed/lab063/local_alignment.csv | 360 +++++++ data/processed/lab063/local_delay_vs_time.png | Bin 0 -> 54199 bytes .../lab063/matched_residual_by_packet.png | Bin 0 -> 32674 bytes .../lab063/normalized_correlation_vs_time.png | Bin 0 -> 85748 bytes data/processed/lab063/packet_quality.csv | 17 + data/processed/lab063/phase_vs_time.png | Bin 0 -> 114244 bytes .../lab063/received_power_by_packet.png | Bin 0 -> 33596 bytes data/processed/lab063/summary.json | 951 ++++++++++++++++++ .../lab063/symbol_error_rate_by_packet.png | Bin 0 -> 36282 bytes docs/LABS_INDEX.md | 28 + docs/lab063_current_state.md | 78 ++ docs/lab063_offline_result.md | 212 ++++ .../lab063_tx_underrun_localization.py | 567 +++++++++++ tests/test_lab063_tx_underrun_localization.py | 111 ++ 17 files changed, 2374 insertions(+) create mode 100644 data/processed/lab063/gain_vs_time.png create mode 100644 data/processed/lab063/lab056_b_vs_lab062_packets.png create mode 100644 data/processed/lab063/local_alignment.csv create mode 100644 data/processed/lab063/local_delay_vs_time.png create mode 100644 data/processed/lab063/matched_residual_by_packet.png create mode 100644 data/processed/lab063/normalized_correlation_vs_time.png create mode 100644 data/processed/lab063/packet_quality.csv create mode 100644 data/processed/lab063/phase_vs_time.png create mode 100644 data/processed/lab063/received_power_by_packet.png create mode 100644 data/processed/lab063/summary.json create mode 100644 data/processed/lab063/symbol_error_rate_by_packet.png create mode 100644 docs/lab063_current_state.md create mode 100644 docs/lab063_offline_result.md create mode 100644 experiments/lab063_tx_underrun_localization.py create mode 100644 tests/test_lab063_tx_underrun_localization.py diff --git a/PROJECT_LOG.md b/PROJECT_LOG.md index 2c9de13..e83b742 100644 --- a/PROJECT_LOG.md +++ b/PROJECT_LOG.md @@ -2730,3 +2730,53 @@ PASS и0/16 пакетов. T2 gain равен0. Диагностические Lab062 не коммитировалась, push не выполнялся, Lab063 не создана. Следующий этап: RF TX=0 и отдельно согласовать только офлайн-локализацию underrun относительно границ пакетов. + +# Запись 058 + +## Дата + +14 сентября 2026 года + +## Тема + +Lab063: офлайн-локализация TX underrun и глобального ухудшения Lab062 + +## Выполнено + +Lab062 зафиксирована отдельным коммитом +f8ae6c6bfceaa21b6c08dcf55d2bff996dd0dae5 с сообщением +`Lab062: record invalidated 500 ksymbol/s RF packet trial`; push не выполнялся. Статус +`RF_SESSION_INVALID_TX_UNDERRUN`, результаты legacy/T2 0/16 и запрет повтора сохранены. + +По сохранённым TX/RX без аппаратных команд установлено, что 16 waveform по 92 256 отсчётов +записаны вплотную: 92 256 × 16 = 1 476 096. Дополнительная межпакетная пауза равна нулю. +`prepare()` не передаёт параметр паузы и не пишет нули между packet waveform, поэтому отсутствие +обещанных 5 мс признано ошибкой реализации подготовки Lab062. Внутренние защитные участки и +хвосты RRC каждого пакета сохранены. + +Строка `longest 16672 bytes` пересчитана в 8 336 комплексных отсчётов, 1,042 мс, 521 символ и +9,035727% одного packet waveform. Это масштаб сообщения, а не доказанное число потерянных или +повторённых RF-отсчётов. Локальное сопоставление 512-символьными окнами с шагом 256 символов +дало 221 надёжное окно из 359. Задержка в них равна 0…1 отсчёту, скачков нет; место underrun по +RX не локализовано. В 22 дополнительных внутренних окнах пакетов3,4,12,13 корреляция ниже0,15, +поэтому задержка там не установлена. Края, повторяющаяся PRBS-преамбула и низкокорреляционные +окна исключены из delay-verdict, но сохранены в CSV. Корреляционные копии преамбулы имеют период +2 032 отсчёта. + +Все 16 пакетов хуже Lab056 B по SER, EVM и matched/residual. SER составляет +7,580920…16,013629%, EVM 1,063657…1,663418, matched/residual от −4,420028 до +−0,536031дБ. Пакеты 3,4,12,13 выделяются всплесками AC-мощности и остатка при стабильной +медиане локального |h| 0,004488…0,004805. Пакет14 не имеет общего с ними физического признака. +Результат классифицирован как `GLOBAL_RF_DEGRADATION`; один локальный underrun недостаточен для +объяснения качества всего сеанса. + +AC RMS по пакетам равен0,760816…2,032438 кода, max|I|/|Q| лежат в диапазонах3…6/4…7, +DC стабилен. Сильная аналоговая перегрузка по цифровым уровням менее вероятна, но без прибора не +исключена. Локального исходного файла или документации, объясняющей расхождение промежуточного и +итогового счётчиков `hackrf_transfer`, не найдено; `COUNTER SEMANTICS=NOT_ESTABLISHED`. + +Созданы постановка, отчёт, JSON, два CSV, восемь графиков, анализатор и тесты. Lab063 выполнена +полностью офлайн, RF TX=0, оборудование не опрашивалось. Lab063 не коммитировалась, push не +выполнялся. 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b/data/processed/lab063/summary.json @@ -0,0 +1,951 @@ +{ + "lab": "Lab063", + "status": "COMPLETED_OFFLINE", + "rf_tx": 0, + "hardware_queries": 0, + "lab062_status_preserved": "RF_SESSION_INVALID_TX_UNDERRUN", + "lab062_commit": "f8ae6c6bfceaa21b6c08dcf55d2bff996dd0dae5", + "physical_device": "Auron HackRF Plus", + "api_firmware_identification": "HackRF One r9", + "integrity": { + "tx_sha256": "e84bbce227426c0aac13a48ded1286ca4a44fc6e3efce01f6e5a513217c87ff5", + "rx_sha256": "ce0bd603e4ca356af67d504ee11c9e9f38171f31c7427fbe61216a28126b2b32", + "tx_samples": 1476096, + "rx_samples": 24000000 + }, + "actual_inter_packet_gap": { + "tx_samples": 1476096, + "packets": 16, + "packet_waveform_samples": 92256, + "packet_product_samples": 1476096, + "identity_confirmed": true, + "additional_inter_packet_gap_samples": 0, + "additional_inter_packet_gap_seconds": 0.0, + "actual": "0 additional samples (no planned 5 ms gaps)", + "reason": "IMPLEMENTATION_OMISSION: prepare() writes the 16 complete packet waveforms back-to-back and has no gap parameter or zero-fill operation", + "packet_internal_note": "Each packet waveform still contains its own guards and RRC tails" + }, + "tx_underrun_scale": { + "bytes": 16672, + "complex_samples": 8336, + "duration_seconds": 0.001042, + "duration_milliseconds": 1.042, + "symbols": 521.0, + "fraction_of_packet": 0.09035726673603885, + "percent_of_packet": 9.035726673603884, + "interpretation": "Scale only; RX does not prove that this many RF samples were lost or repeated" + }, + "tx_underrun_log": { + "binary_path": "C:\\Users\\user\\Tools\\HackRF\\Library\\bin\\hackrf_transfer.exe", + "binary_exists": true, + "local_source_files": [], + "progress_line": "1 underruns, longest 16672 bytes", + "final_line": "0 underruns, longest 0 bytes", + "counter_semantics": "NOT_ESTABLISHED", + "note": "No local source or documentation was found that explains the reset between progress and final counters" + }, + "background": { + "before": { + "raw_power_code2": 4.867889351370101, + "rms_full_iq_code": 2.2063293841514464, + "mean_i": 0.9631677072493929, + "mean_q": 1.8471644120707595, + "ac_power_code2": 0.5281809538613338, + "ac_rms_code": 0.7267605890947402, + "max_abs_i": 3.0, + "max_abs_q": 4.0, + "max_complex_magnitude": 4.123105525970459 + }, + "after": { + "raw_power_code2": 4.852031304197017, + "rms_full_iq_code": 2.202732690136735, + "mean_i": 0.9442421089143254, + "mean_q": 1.8541991848768644, + "ac_power_code2": 0.5223835267520149, + "ac_rms_code": 0.7227610440194013, + "max_abs_i": 3.0, + "max_abs_q": 4.0, + "max_complex_magnitude": 4.4721360206604 + }, + "ac_power_code2_used": 0.5252822403066744, + "preflight_ac_rms_code": 0.9854828456229909 + }, + "local_alignment": { + "valid_windows": 221, + "total_windows": 359, + "minimum_correlation": 0.0716654800554192, + "median_correlation": 0.2655258469985231, + "maximum_correlation": 0.2873942479114494, + "delay_min_samples": 0, + "delay_median_samples": 0.0, + "delay_max_samples": 1, + "jump_candidates": [], + "local_delay_discontinuity": false, + "local_delay_discontinuity_scope": "NO_IN_221_RELIABLE_WINDOWS; UNDETERMINED_IN_22_INTERNAL_LOW_CORRELATION_WINDOWS", + "underrun_location": "NOT_LOCALIZED_FROM_RX", + "reliable_region_inside_packet_samples": [ + 24000, + 86000 + ], + "correlation_threshold": 0.15, + "internal_low_correlation_windows": { + "count": 22, + "packet_counts": { + "3": 5, + "4": 7, + "12": 7, + "13": 3 + }, + "windows": [ + { + "window_index": 62, + "packet_index": 3, + "tx_sample": 253952, + "rx_sample_selected_but_not_used_for_delay_verdict": 4510043, + "position_inside_packet_samples": 69440, + "normalized_correlation": 0.13153433429624267 + }, + { + "window_index": 63, + "packet_index": 3, + "tx_sample": 258048, + "rx_sample_selected_but_not_used_for_delay_verdict": 4514139, + "position_inside_packet_samples": 73536, + "normalized_correlation": 0.08888879507126439 + }, + { + "window_index": 64, + "packet_index": 3, + "tx_sample": 262144, + "rx_sample_selected_but_not_used_for_delay_verdict": 4518235, + "position_inside_packet_samples": 77632, + "normalized_correlation": 0.07990273751817419 + }, + { + "window_index": 65, + "packet_index": 3, + "tx_sample": 266240, + "rx_sample_selected_but_not_used_for_delay_verdict": 4522332, + "position_inside_packet_samples": 81728, + "normalized_correlation": 0.07824125225628915 + }, + { + "window_index": 66, + "packet_index": 3, + "tx_sample": 270336, + "rx_sample_selected_but_not_used_for_delay_verdict": 4526428, + "position_inside_packet_samples": 85824, + "normalized_correlation": 0.07587440188611191 + }, + { + "window_index": 74, + "packet_index": 4, + "tx_sample": 303104, + "rx_sample_selected_but_not_used_for_delay_verdict": 4559195, + "position_inside_packet_samples": 26336, + "normalized_correlation": 0.08726659571551212 + }, + { + "window_index": 75, + "packet_index": 4, + "tx_sample": 307200, + "rx_sample_selected_but_not_used_for_delay_verdict": 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0.10671176630261674 + }, + { + "window_index": 81, + "packet_index": 4, + "tx_sample": 331776, + "rx_sample_selected_but_not_used_for_delay_verdict": 4587867, + "position_inside_packet_samples": 55008, + "normalized_correlation": 0.13566484987135102 + }, + { + "window_index": 262, + "packet_index": 12, + "tx_sample": 1073152, + "rx_sample_selected_but_not_used_for_delay_verdict": 5329243, + "position_inside_packet_samples": 58336, + "normalized_correlation": 0.12222192020312277 + }, + { + "window_index": 263, + "packet_index": 12, + "tx_sample": 1077248, + "rx_sample_selected_but_not_used_for_delay_verdict": 5333339, + "position_inside_packet_samples": 62432, + "normalized_correlation": 0.08371985216496043 + }, + { + "window_index": 264, + "packet_index": 12, + "tx_sample": 1081344, + "rx_sample_selected_but_not_used_for_delay_verdict": 5337436, + "position_inside_packet_samples": 66528, + "normalized_correlation": 0.07678297321464417 + }, + { + "window_index": 265, + "packet_index": 12, + "tx_sample": 1085440, + "rx_sample_selected_but_not_used_for_delay_verdict": 5341532, + "position_inside_packet_samples": 70624, + "normalized_correlation": 0.075825225755414 + }, + { + "window_index": 266, + "packet_index": 12, + "tx_sample": 1089536, + "rx_sample_selected_but_not_used_for_delay_verdict": 5345627, + "position_inside_packet_samples": 74720, + "normalized_correlation": 0.0777915075019332 + }, + { + "window_index": 267, + "packet_index": 12, + "tx_sample": 1093632, + "rx_sample_selected_but_not_used_for_delay_verdict": 5349723, + "position_inside_packet_samples": 78816, + "normalized_correlation": 0.0828610428066847 + }, + { + "window_index": 268, + "packet_index": 12, + "tx_sample": 1097728, + "rx_sample_selected_but_not_used_for_delay_verdict": 5353821, + "position_inside_packet_samples": 82912, + "normalized_correlation": 0.08195769883417732 + }, + { + "window_index": 277, + "packet_index": 13, + "tx_sample": 1134592, + "rx_sample_selected_but_not_used_for_delay_verdict": 5390682, + "position_inside_packet_samples": 27520, + "normalized_correlation": 0.08301430893626999 + }, + { + "window_index": 278, + "packet_index": 13, + "tx_sample": 1138688, + "rx_sample_selected_but_not_used_for_delay_verdict": 5394779, + "position_inside_packet_samples": 31616, + "normalized_correlation": 0.07878097899540573 + }, + { + "window_index": 279, + "packet_index": 13, + "tx_sample": 1142784, + "rx_sample_selected_but_not_used_for_delay_verdict": 5398876, + "position_inside_packet_samples": 35712, + "normalized_correlation": 0.09576023729412096 + } + ], + "interpretation": "Delay is not established in these windows; low correlation is itself a local anomaly, but it does not identify an underrun without a reliable timing discontinuity" + }, + "excluded_region_reason": "Packet edges and repeated PRBS preamble have correlation aliases spaced by 2032 samples; 22 additional internal windows are below the 0.15 correlation threshold. All are retained in CSV, and delay is not asserted for any excluded window" + }, + "packet_quality": [ + { + "packet_index": 1, + "raw_power_code2": 4.900591831425598, + "rms_full_iq_code": 2.2137280391740983, + "mean_i": 0.9692702913631633, + "mean_q": 1.8366285119667014, + "ac_power_code2": 0.5879026427373475, + "ac_rms_code": 0.7667480960115568, + "max_abs_i": 3.0, + "max_abs_q": 4.0, + "max_complex_magnitude": 4.4721360206604, + "background_ac_power_code2": 0.5252822403066744, + "background_subtracted_useful_power_code2": 0.06262040243067313, + "symbol_error_rate": 0.08517887563884156, + "symbol_rms_deviation": 1.088322316906538, + "matched_component_power": 0.7075133679013462, + "residual_power": 0.8380110003749788, + "matched_residual_db": -0.7351506962803888, + "band_gain_nonuniformity_db": 6.642520146946069, + "initial_frequency_hz": 1.0073017677042053, + "diagnostic_residual_phase_error_rad": 5.396055347590577, + "local_delay_median_samples": 0.0, + "local_delay_min_samples": 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"matched_component_power": 0.6708739973434846, + "residual_power": 0.8190373162813612, + "matched_residual_db": -0.8666272994726886, + "band_gain_nonuniformity_db": 6.598551357893342, + "initial_frequency_hz": 1.6416990453424165, + "diagnostic_residual_phase_error_rad": 0.9116196756938657, + "local_delay_median_samples": 0.0, + "local_delay_min_samples": 0, + "local_delay_max_samples": 1, + "local_correlation_median": 0.2633530926845802, + "local_correlation_min": 0.2539878786554866, + "local_gain_amplitude_median": 0.0045493907778025216, + "local_phase_unwrapped_span_rad": 0.0709144214354922, + "ser_minus_lab056_b": 0.06299674698466781, + "evm_minus_lab056_b": 0.25957134898503287, + "matched_residual_minus_lab056_b_db": -2.3314732994726888, + "ripple_minus_lab056_b_db": 1.127169357893342 + }, + { + "packet_index": 3, + "raw_power_code2": 6.015186004162331, + "rms_full_iq_code": 2.4525876139625127, + "mean_i": 0.9700940860215054, + "mean_q": 1.8342655220256676, + "ac_power_code2": 1.7095734631363353, + "ac_rms_code": 1.3075065824447445, + "max_abs_i": 6.0, + "max_abs_q": 7.0, + "max_complex_magnitude": 7.211102485656738, + "background_ac_power_code2": 0.5252822403066744, + "background_subtracted_useful_power_code2": 1.184291222829661, + "symbol_error_rate": 0.10221465076660988, + "symbol_rms_deviation": 1.3578439728375573, + "matched_component_power": 0.6181275875589448, + "residual_power": 1.1396667156434608, + "matched_residual_db": -2.6569973778482696, + "band_gain_nonuniformity_db": 7.370968795797246, + "initial_frequency_hz": -0.9619877262845884, + "diagnostic_residual_phase_error_rad": 0.9174219316762064, + "local_delay_median_samples": 0.0, + "local_delay_min_samples": 0, + "local_delay_max_samples": 1, + "local_correlation_median": 0.2672883844824355, + "local_correlation_min": 0.24083000237735547, + "local_gain_amplitude_median": 0.004581545172098038, + "local_phase_unwrapped_span_rad": 0.15725486354106955, + "ser_minus_lab056_b": 0.06725569076660988, + 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0.004607826516255922 + }, + { + "packets": "9-12", + "useful_power_mean": 0.5383091265096853, + "symbol_error_rate_mean": 0.09540034071550255, + "symbol_rms_deviation_mean": 1.1940436147908833, + "matched_component_power_mean": 0.668710170261926, + "residual_power_mean": 0.9600473387737937, + "matched_residual_db_mean": -1.4744532275666877, + "initial_frequency_hz_mean": 0.11884859957967997, + "diagnostic_residual_phase_error_rad_mean": 0.9540548268968803, + "local_phase_unwrapped_span_rad_mean": 0.12851058969459328, + "local_gain_amplitude_median": 0.004658068326884217 + }, + { + "packets": "13-16", + "useful_power_mean": 0.7261523885006069, + "symbol_error_rate_mean": 0.10839011925042591, + "symbol_rms_deviation_mean": 1.2219461061649122, + "matched_component_power_mean": 0.6634972933532564, + "residual_power_mean": 1.0145678797926236, + "matched_residual_db_mean": -1.6468793843138447, + "initial_frequency_hz_mean": -0.4309375874044365, + "diagnostic_residual_phase_error_rad_mean": 2.0990337763186155, + "local_phase_unwrapped_span_rad_mean": 0.09863290185922985, + "local_gain_amplitude_median": 0.0045358437441016565 + } + ], + "special_packets_3_4_12_14": { + "packets": [ + 3, + 4, + 12, + 14 + ], + "all_have_power_drop_below_median": false, + "all_have_correlation_below_median": false, + "all_have_large_delay_change": false, + "interpretation": "No common underrun signature unless one of all three booleans is true with localized alignment evidence" + }, + "packets_most_affected": [ + 13, + 4, + 12, + 3 + ], + "active_rx_level": { + "ac_rms_min": 0.7608161672470135, + "ac_rms_max": 2.032437528131502, + "max_abs_i_min": 3.0, + "max_abs_i_max": 6.0, + "max_abs_q_min": 4.0, + "max_abs_q_max": 7.0, + "mean_i_min": 0.9430389351370101, + "mean_i_max": 0.9700940860215054, + "mean_q_min": 1.8294528269164065, + "mean_q_max": 1.864615851543531, + "local_gain_amplitude_median_min": 0.004487614735363821, + "local_gain_amplitude_median_max": 0.004805263148615891, + "analog_overload": "LESS_LIKELY_FROM_DIGITAL_LEVEL_BUT_NOT_EXCLUDED_WITHOUT_INSTRUMENT" + }, + "lab056_comparison": { + "reference": { + "symbol_error_rate": 0.03495896, + "evm_rms": 0.84535, + "matched_residual_db": 1.464846, + "band_ripple_db": 5.471382 + }, + "packets_worse_on_all_three_core_metrics": [ + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10, + 11, + 12, + 13, + 14, + 15, + 16 + ] + }, + "quality_distribution": "GLOBAL", + "primary_cause_status": "PARTIALLY_LOCALIZED", + "packets_worse_than_lab056_on_ser_evm_and_matched_residual": [ + 1, + 2, + 3, + 4, + 5, + 6, + 7, + 8, + 9, + 10, + 11, + 12, + 13, + 14, + 15, + 16 + ], + "global_degradation_rule": "at least 12/16 packets worse than Lab056 B on SER, EVM and matched/residual", + "global_degradation": true, + "local_delay_discontinuity": false, + "next_single_step": "Before another TX, investigate the low active RX level, gain/geometry and possible analogue compression; also change TX streaming/logging so any underrun is 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z+6l%JWCeQ4{J;gcJu5PNH%7&PDS$9vB_YM<^`n;Pl%{cvn+fl0@N(a=?A!CZ7bpaxKNRNMh<<( z;}?-jZv;>}Y@3IF#b9(>%8?v6y9+d7O8Sk;KFXZN_(t4*=3mH-oc!;zKamNpm}L0(-U-+v>5?M6VP*}}hx|``zZ_k`C;vX>=HNQa9%5n& zX8e!i`jyVL+t)CCrwpS*PM-vGQ?oNNF9 literal 0 HcmV?d00001 diff --git a/docs/LABS_INDEX.md b/docs/LABS_INDEX.md index f64d031..f53cb86 100644 --- a/docs/LABS_INDEX.md +++ b/docs/LABS_INDEX.md @@ -596,3 +596,31 @@ [покадровый CSV](../data/processed/lab062/packet_comparison.csv). - **Текущее состояние:** `RF TX=0`; повтор не выполнялся, Lab062 не закоммичена, push не выполнялся, Lab063 не создана. Следующий шаг требует отдельного согласования. + +## Lab063: офлайн-локализация TX underrun и ухудшения Lab062 + +- **Запись 058; только сохранённые TX/RX, RF TX=0.** Lab062 перед анализом зафиксирована + коммитом `f8ae6c6bfceaa21b6c08dcf55d2bff996dd0dae5`; её статус + `RF_SESSION_INVALID_TX_UNDERRUN` сохранён. +- **Фактические паузы:** 92 256 × 16 = 1 476 096 отсчётов, поэтому дополнительных пауз между + полными packet waveform нет. Причина: ошибка реализации `prepare()`, пакеты записаны подряд + без параметра паузы и без вставки нулей. +- **Масштаб журнала:** 16 672 байта cs8 = 8 336 комплексных отсчётов = 1,042 мс = 521 символ = + 9,035727% одного waveform. RX не подтверждает потерю или повтор именно такого числа отсчётов. +- **Локальное сопоставление:** 221 надёжное окно из 359, задержка 0…1 отсчёт, скачков нет. + Ещё 22 внутренних окна пакетов3,4,12,13 имеют корреляцию ниже0,15; задержка там не + установлена. `UNDERRUN LOCATION=NOT_LOCALIZED_FROM_RX`. Повторяющаяся преамбула с + корреляционными копиями и низкокорреляционные окна исключены из решения о разрыве. +- **Качество:** все 16 пакетов хуже Lab056 B по SER, EVM и matched/residual. Пакеты 3,4,12,13 + имеют дополнительные всплески AC-мощности и остатка при почти постоянном локальном |h|; + пакет14 общего признака с ними не показывает. Итог: `GLOBAL_RF_DEGRADATION`, причина + `PARTIALLY_LOCALIZED`. +- **RX-уровень:** AC RMS0,760816…2,032438 кода, max|I|=3…6, max|Q|=4…7. Сильная аналоговая + перегрузка менее вероятна, но без прибора не исключена. Значение расхождения счётчиков + `hackrf_transfer` локально не установлено: `COUNTER SEMANTICS=NOT_ESTABLISHED`. +- [Текущее состояние](lab063_current_state.md), [отчёт](lab063_offline_result.md), + [JSON](../data/processed/lab063/summary.json), + [пакеты CSV](../data/processed/lab063/packet_quality.csv), + [локальное сопоставление CSV](../data/processed/lab063/local_alignment.csv). +- **STOP:** Lab063 не коммитировалась, push не выполнялся, Lab064 не создана. Следующий шаг + требует отдельного согласования; RF TX=0. diff --git a/docs/lab063_current_state.md b/docs/lab063_current_state.md new file mode 100644 index 0000000..aaa2266 --- /dev/null +++ b/docs/lab063_current_state.md @@ -0,0 +1,78 @@ +# Lab063: текущее состояние + +## Статус + +Lab063 выполнена полностью офлайн по сохранённым файлам единственного RF-сеанса Lab062. Новых передач, запросов к HackRF и аппаратных команд не было. + +- `LAB063 STATUS = COMPLETED_OFFLINE` +- `RF TX = 0` +- `LAB063 COMMIT = NOT PERFORMED` +- `PUSH = NOT PERFORMED` +- `LAB064 = NOT CREATED` + +Lab062 перед началом анализа зафиксирована отдельным коммитом: + +- `LAB062 COMMIT = f8ae6c6bfceaa21b6c08dcf55d2bff996dd0dae5` +- `NEW HEAD = f8ae6c6bfceaa21b6c08dcf55d2bff996dd0dae5` +- сообщение: `Lab062: record invalidated 500 ksymbol/s RF packet trial` + +Статус аппаратного опыта сохранён без изменения: `RF_SESSION_INVALID_TX_UNDERRUN`. Результат `legacy = 0/16` и `T2 = 0/16` не переобъявлялся как валидное сравнение приёмников. + +## Исходные данные + +Анализ использует только сохранённые файлы Lab062: + +| Объект | Значение | +|---|---| +| TX | `data/raw/lab062/tx_stream.cs8` | +| TX SHA-256 | `e84bbce227426c0aac13a48ded1286ca4a44fc6e3efce01f6e5a513217c87ff5` | +| TX | 1 476 096 комплексных отсчётов | +| RX | `data/raw/lab062/rx_stream.cs8` | +| RX SHA-256 | `ce0bd603e4ca356af67d504ee11c9e9f38171f31c7427fbe61216a28126b2b32` | +| RX | 24 000 000 комплексных отсчётов | +| Начало TX в RX | отсчёт 4 256 091 | +| Частота дискретизации | 8 Мвыб/с | +| Символьная скорость | 500 ксимв/с | +| Пакетов | 16 | +| Длина одного полного waveform | 92 256 отсчётов | + +Физическое устройство и ответ программного интерфейса записаны отдельно: + +- `PHYSICAL DEVICE = Auron HackRF Plus` +- `API/FIRMWARE IDENTIFICATION = HackRF One r9` + +## Зафиксированный результат + +Фактический TX-файл содержит пакеты вплотную: `92 256 × 16 = 1 476 096`. Дополнительных пауз между полными waveform нет. Внутренние защитные участки и хвосты RRC каждого пакета сохранены. + +`INTER-PACKET GAP ACTUAL = 0 additional samples = 0 s` + +Причина установлена по `prepare()` в `experiments/lab062_full_packet_rf_preflight.py`: шестнадцать результатов `build_parameterized_tx_cs8(...)` записываются подряд, параметра паузы и записи нулей между ними нет. Это ошибка реализации подготовленного потока Lab062, а не доказанное ограничение генератора PHY. + +Записанный `longest = 16 672 bytes` для cs8 соответствует 8 336 комплексным отсчётам, 1,042 мс, 521 символу и 9,035727 % waveform одного пакета. Это оценка масштаба сообщения журнала. RX-запись не доказывает, что именно столько эфирных отсчётов было потеряно, повторено или заменено. + +Локальное сопоставление 512-символьными окнами с шагом 256 символов дало 359 окон. В 221 надёжном внутреннем окне задержка равна 0…1 отсчёту, скачков не найдено. Ещё 22 внутренних окна в пакетах 3, 4, 12 и 13 имеют корреляцию ниже порога 0,15; задержка в них не установлена: + +- `UNDERRUN LOCATION = NOT_LOCALIZED_FROM_RX` +- `LOCAL DELAY DISCONTINUITY = NO IN 221 RELIABLE WINDOWS; UNDETERMINED IN 22 INTERNAL LOW-CORRELATION WINDOWS` + +Участки на краях пакетов и повторяющаяся PRBS-преамбула сохранены в CSV, но исключены из решения о разрыве: там возникают корреляционные копии с шагом 2 032 отсчёта. Те же ограничения применены к 22 внутренним окнам с низкой корреляцией. Низкая корреляция сама по себе отмечает локальную аномалию, но без надёжной временной привязки не определяет underrun. + +Ухудшение относительно Lab056 B наблюдается у всех 16 пакетов по трём общим показателям: доле ошибочных символов, EVM и отношению согласованной составляющей к остатку. При этом пакеты 3, 4, 12 и 13 дополнительно выделяются всплесками AC-мощности и остатка. Пакет 14 такого общего физического признака не имеет. + +- `PACKETS MOST AFFECTED = 13, 4, 12, 3` +- `LAB062 QUALITY DISTRIBUTION = GLOBAL` +- `PRIMARY CAUSE STATUS = PARTIALLY_LOCALIZED` + +Установлено глобальное ухудшение принятого сигнала и отсутствие наблюдаемого временного скачка в надёжных окнах. Точная физическая причина ухудшения и смысл расхождения промежуточного и итогового счётчиков `hackrf_transfer` не установлены. + +## Артефакты + +- `experiments/lab063_tx_underrun_localization.py` +- `tests/test_lab063_tx_underrun_localization.py` +- `data/processed/lab063/summary.json` +- `data/processed/lab063/packet_quality.csv` +- `data/processed/lab063/local_alignment.csv` +- `docs/lab063_offline_result.md` + +Следующий один шаг до нового TX: отдельно согласовать исследование уровня RX, усилений, геометрии и возможной аналоговой компрессии или слишком слабого полезного сигнала. Для будущего повтора также потребуется однозначное журналирование TX underrun и явное добавление запланированных межпакетных пауз. RF-параметры в Lab063 не менялись. diff --git a/docs/lab063_offline_result.md b/docs/lab063_offline_result.md new file mode 100644 index 0000000..4a0ed8f --- /dev/null +++ b/docs/lab063_offline_result.md @@ -0,0 +1,212 @@ +# Lab063: офлайн-локализация TX underrun и ухудшения пакетов Lab062 + +## Что установлено + +Lab062 остаётся аппаратно невалидным опытом: во время единственной передачи журнал показал `1 underruns, longest 16672 bytes`, хотя итоговая строка показала ноль. Офлайн-анализ не нашёл в RX-записи временного скачка, пропуска или повтора ожидаемого масштаба в 221 надёжном внутреннем окне. Локальная задержка в них составляет 0…1 отсчёт. Ещё в 22 внутренних окнах корреляция ниже 0,15, поэтому задержку там установить нельзя. + +Качество сигнала при этом хуже Lab056 B на протяжении всего потока. Все 16 пакетов имеют большую долю ошибочных символов и EVM, а отношение согласованной полезной составляющей к остатку у всех ниже. Пакеты 3, 4, 12 и 13 содержат дополнительные всплески AC-мощности и остатка при почти неизменной TX-согласованной амплитуде. Это указывает на добавочную помеху или искажение, а не на провал полезной несущей в этих пакетах. По сохранённой записи нельзя установить конкретный аппаратный источник. + +Цифровые значения далеки от пределов cs8: по пакетам `max |I| = 3…6`, `max |Q| = 4…7`. Сильная аналоговая перегрузка поэтому менее вероятна. Отсутствие rail clipping не является измерением аналоговой линейности, и без отдельного прибора аналоговую компрессию исключить нельзя. + +Итоговый выбор: **B. `GLOBAL_RF_DEGRADATION`**. Единичный локальный underrun недостаточен для объяснения всего результата, а его положение по RX не локализовано. + +## Целостность и границы анализа + +Анализ выполнен без RF и без опроса аппаратуры: + +- TX SHA-256: `e84bbce227426c0aac13a48ded1286ca4a44fc6e3efce01f6e5a513217c87ff5`; +- RX SHA-256: `ce0bd603e4ca356af67d504ee11c9e9f38171f31c7427fbe61216a28126b2b32`; +- TX: 1 476 096 комплексных отсчётов; +- RX: 24 000 000 комплексных отсчётов; +- сохранённое начало TX в RX: отсчёт 4 256 091; +- `RF TX = 0`; +- аппаратных запросов: 0. + +Поиск использует известный TX только после строгого результата `0/16`; это диагностическая привязка, которая не превращает пакет в принятый и не меняет verdict `legacy` или T2. + +## Фактические паузы между пакетами + +Проверка длины даёт точное равенство: + +`92 256 отсчётов × 16 пакетов = 1 476 096 отсчётов`. + +Следовательно: + +`ACTUAL INTER-PACKET GAP = 0 additional samples = 0 s`. + +Запланированных пауз 5 мс в TX-файле нет. Внутренние защитные интервалы и хвосты RRC, входящие в каждый 92 256-отсчётный waveform, присутствуют. + +Код `prepare()` в `experiments/lab062_full_packet_rf_preflight.py` записывает шестнадцать результатов `build_parameterized_tx_cs8(...)` непосредственно друг за другом. Между вызовами нет параметра паузы, массива нулей или другой операции, которая добавила бы 5 мс. Причина: **ошибка реализации подготовки Lab062**. Возможность сформировать паузы в других генераторах проекта означает, что это не установленное ограничение PHY-генератора. + +## Масштаб сообщения TX underrun + +Для cs8 один комплексный отсчёт занимает два байта: + +| Величина | Значение | +|---|---:| +| Журнал, bytes | 16 672 | +| Комплексные отсчёты | 8 336 | +| Длительность при 8 Мвыб/с | 1,042 мс | +| Символы при 500 ксимв/с | 521 | +| Доля waveform одного пакета | 9,035727 % | + +Это только пересчёт масштаба строки журнала. Он не доказывает фактическую потерю, повтор или замену 8 336 отсчётов в эфире. + +## Локальное сопоставление TX и RX + +TX разбит на окна по 512 символов, то есть по 8 192 отсчёта. Шаг равен 256 символам, или 4 096 отсчётам. Для каждого окна независимо искалось положение в RX в пределах ±12 000 отсчётов, затем вычислялись нормированная корреляция, комплексный коэффициент `h`, его амплитуда и фаза, а также остаточная мощность. + +Повторяющаяся PRBS-преамбула создаёт ложные корреляционные максимумы с периодом 2 032 отсчёта. Поэтому решение о временном скачке использует внутреннюю часть каждого пакета от отсчёта 24 000 до 86 000 и требует корреляцию не ниже 0,15. Края, преамбула и внутренние окна ниже порога остаются в `local_alignment.csv` для проверки, но их выбранная задержка не участвует в verdict. + +| Показатель | Значение | +|---|---:| +| Всего окон | 359 | +| Надёжных окон | 221 | +| Внутренних окон с корреляцией ниже 0,15 | 22 | +| Корреляция, минимум по всем окнам | 0,071665 | +| Корреляция, медиана по всем окнам | 0,265526 | +| Корреляция, максимум по всем окнам | 0,287394 | +| Локальная задержка в надёжных окнах | 0…1 отсчёт | +| Кандидаты на скачок | 0 | + +- `UNDERRUN LOCATION = NOT_LOCALIZED_FROM_RX` +- `LOCAL DELAY DISCONTINUITY = NO IN 221 RELIABLE WINDOWS; UNDETERMINED IN 22 INTERNAL LOW-CORRELATION WINDOWS` + +Внутренние окна с низкой корреляцией распределены так: + +- пакет 3: 5 окон, позиции 69 440…85 824 отсчёта внутри пакета; +- пакет 4: 7 окон, позиции 26 336…46 816 и 55 008 отсчётов; +- пакет 12: 7 окон, позиции 58 336…82 912 отсчётов; +- пакет 13: 3 окна, позиции 27 520…35 712 отсчёта. + +Низкая корреляция совпадает с пакетами, где выросли AC-мощность и остаток. Она подтверждает локальные участки сильного искажения. Без надёжной оценки задержки эти участки не доказывают пропуск или повтор отсчётов и не локализуют TX underrun. + +Поиск не подгонялся под ожидаемые 8 336 отсчётов. Он способен обнаружить синтетически вставленный скачок и проверяет переходы между пакетами; оба свойства закрыты отдельными тестами. + +## Качество пакетов 1–16 + +`raw` означает полную принятую мощность вместе с DC. `useful` в таблице означает AC-мощность пакета после вычитания средней фоновой AC-мощности до и после потока. Это избыточная над фоном мощность, а не доказанная мощность только полезного TX-сигнала. `M/R` означает отношение TX-согласованной составляющей к остатку. Остаток включает шум, помехи, искажения канала и возможное влияние underrun. + +| № | raw, код² | useful, код² | SER, % | EVM RMS | matched / residual, код² | M/R, дБ | ripple, дБ | CFO, Гц | phase, рад | +|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:| +| 1 | 4,900592 | 0,062620 | 8,517888 | 1,088322 | 0,707513 / 0,838011 | -0,735151 | 6,642520 | +1,007302 | 5,396055 | +| 2 | 4,865147 | 0,056422 | 9,795571 | 1,104921 | 0,670874 / 0,819037 | -0,866627 | 6,598551 | +1,641699 | 0,911620 | +| 3 | 6,015186 | 1,184291 | 10,221465 | 1,357844 | 0,618128 / 1,139667 | -2,656997 | 7,370969 | -0,961988 | 0,917422 | +| 4 | 8,462127 | 3,605520 | 15,587734 | 1,663418 | 0,694253 / 1,920969 | -4,420028 | 10,617549 | +2,584550 | 5,388297 | +| 5 | 4,954615 | 0,062684 | 8,986371 | 1,099196 | 0,702182 / 0,848399 | -0,821507 | 6,409726 | -1,235846 | 0,834217 | +| 6 | 4,919648 | 0,053559 | 7,580920 | 1,102402 | 0,644466 / 0,783214 | -0,846803 | 6,364293 | -1,779543 | 5,318132 | +| 7 | 4,958322 | 0,059386 | 8,390119 | 1,100152 | 0,681935 / 0,825370 | -0,829054 | 6,236828 | -0,248409 | 1,461754 | +| 8 | 4,913306 | 0,063207 | 8,262351 | 1,149257 | 0,638148 / 0,842861 | -1,208345 | 6,714921 | -1,078363 | 0,781772 | +| 9 | 4,886956 | 0,065556 | 8,943782 | 1,141831 | 0,658122 / 0,858045 | -1,152037 | 6,809132 | +0,832282 | 1,073865 | +| 10 | 4,915355 | 0,067571 | 8,347530 | 1,092396 | 0,697137 / 0,831913 | -0,767600 | 6,678161 | -1,337873 | 0,770315 | +| 11 | 4,919918 | 0,072081 | 8,049404 | 1,085344 | 0,688251 / 0,810740 | -0,711347 | 6,630624 | +1,139696 | 0,886944 | +| 12 | 6,800707 | 1,948029 | 12,819421 | 1,456604 | 0,631331 / 1,339491 | -3,266829 | 7,945032 | -0,158710 | 1,085095 | +| 13 | 7,571594 | 2,728649 | 16,013629 | 1,542472 | 0,670672 / 1,595675 | -3,764344 | 9,871896 | -3,768748 | 1,477869 | +| 14 | 4,931040 | 0,060762 | 9,454855 | 1,125042 | 0,631853 / 0,799750 | -1,023377 | 6,450866 | +0,071570 | 0,850015 | +| 15 | 4,914640 | 0,056175 | 9,284497 | 1,156613 | 0,648517 / 0,867557 | -1,263765 | 7,550267 | +0,636870 | 5,326811 | +| 16 | 4,976760 | 0,059023 | 8,603066 | 1,063657 | 0,702947 / 0,795290 | -0,536031 | 6,391673 | +1,336558 | 0,741441 | + +Полные значения, включая локальную задержку, корреляцию, `|h|`, DC и разности относительно Lab056 B, находятся в `data/processed/lab063/packet_quality.csv`. + +## Уровень RX и DC во время передачи + +Средняя фоновая AC-мощность соседних окон равна 0,525282 код², что соответствует AC RMS 0,724764 кода. На RX-only preflight было 0,985483 кода AC RMS. + +| № | RMS full | AC RMS | mean I | mean Q | max \|I\| | max \|Q\| | max \|IQ\| | +|---:|---:|---:|---:|---:|---:|---:|---:| +| 1 | 2,213728 | 0,766748 | 0,969270 | 1,836629 | 3 | 4 | 4,472136 | +| 2 | 2,205708 | 0,762695 | 0,967753 | 1,829453 | 3 | 4 | 4,472136 | +| 3 | 2,452588 | 1,307507 | 0,970094 | 1,834266 | 6 | 7 | 7,211102 | +| 4 | 2,908974 | 2,032438 | 0,960349 | 1,846362 | 6 | 7 | 7,615773 | +| 5 | 2,225897 | 0,766789 | 0,964512 | 1,853744 | 3 | 4 | 4,242640 | +| 6 | 2,218028 | 0,760816 | 0,968934 | 1,844444 | 3 | 4 | 4,472136 | +| 7 | 2,226729 | 0,764636 | 0,963515 | 1,856150 | 3 | 4 | 4,472136 | +| 8 | 2,216598 | 0,767131 | 0,958919 | 1,845343 | 3 | 4 | 4,472136 | +| 9 | 2,210646 | 0,768660 | 0,954128 | 1,840043 | 3 | 4 | 4,472136 | +| 10 | 2,217060 | 0,769969 | 0,947830 | 1,850438 | 3 | 4 | 4,242640 | +| 11 | 2,218089 | 0,772893 | 0,943039 | 1,852898 | 3 | 4 | 4,472136 | +| 12 | 2,607816 | 1,572676 | 0,954995 | 1,848075 | 6 | 7 | 8,062258 | +| 13 | 2,751653 | 1,803866 | 0,952307 | 1,846828 | 6 | 7 | 7,810249 | +| 14 | 2,220594 | 0,765535 | 0,952166 | 1,854286 | 3 | 4 | 4,472136 | +| 15 | 2,216899 | 0,762534 | 0,949651 | 1,852389 | 3 | 4 | 4,472136 | +| 16 | 2,230865 | 0,764399 | 0,956903 | 1,864616 | 3 | 4 | 4,472136 | + +DC стабилен: `mean I = 0,943039…0,970094`, `mean Q = 1,829453…1,864616`. Ступени AC-амплитуды есть в пакетах 3, 4, 12 и 13. При этом медиана локального `|h|` по пакетам меняется только от 0,004488 до 0,004805. Рост полной AC-мощности в этих пакетах создаёт главным образом остаток, а не согласованный полезный компонент. + +## Пакеты 3, 4, 12 и 14 + +У четырёх ранее отмеченных пакетов нет общего признака underrun: + +- у всех четырёх нет скачка задержки; +- у них нет общего провала мощности; +- у них нет общей потери локальной корреляции; +- пакет 14 близок к обычным пакетам по AC RMS, SER, EVM и неравномерности полосы; +- пакеты 3, 4 и 12 имеют всплески AC-мощности и остатка; аналогичный, ещё более выраженный всплеск есть у пакета 13. + +Поэтому связывать набор `3, 4, 12, 14` с одним TX underrun оснований нет. По сводному ранжированию наиболее повреждены пакеты `13, 4, 12, 3`. + +## Тренд по четвертям потока + +| Пакеты | useful, среднее код² | SER, % | EVM RMS | matched, код² | residual, код² | M/R, дБ | CFO, Гц | phase error, рад | local phase span, рад | медиана \|h\| | +|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:| +| 1–4 | 1,227213 | 11,030664 | 1,303626 | 0,672692 | 1,179421 | -2,169701 | +1,067891 | 3,153349 | 0,117419 | 0,004637 | +| 5–8 | 0,059709 | 8,304940 | 1,112752 | 0,666683 | 0,824961 | -0,926427 | -1,085540 | 2,098969 | 0,150020 | 0,004608 | +| 9–12 | 0,538309 | 9,540034 | 1,194044 | 0,668710 | 0,960047 | -1,474453 | +0,118849 | 0,954055 | 0,128511 | 0,004658 | +| 13–16 | 0,726152 | 10,839012 | 1,221946 | 0,663497 | 1,014568 | -1,646879 | -0,430938 | 2,099034 | 0,098633 | 0,004536 | + +Согласованная составляющая и локальный коэффициент передачи стабильны по четвертям. Средний локальный фазовый размах лежит в пределах 0,098633…0,150020 рад; последовательного роста к концу потока нет. Остаток и SER меняются вместе со всплесками избыточной мощности. Базовое качество всех четвертей хуже Lab056 B. + +## Сравнение с Lab056 B + +| Метрика | Lab056 B | Lab062, диапазон пакетов | Результат | +|---|---:|---:|---| +| SER | 3,495896 % | 7,580920…16,013629 % | все 16 хуже | +| EVM RMS | 0,845350 | 1,063657…1,663418 | все 16 хуже | +| Matched/residual | +1,464846 дБ | -4,420028…-0,536031 дБ | все 16 хуже | +| Неравномерность полосы | 5,471382 дБ | 6,236828…10,617549 дБ | все 16 хуже | + +Ухудшение не ограничено одним пакетом или коротким участком. Локальный TX-согласованный gain не показывает потери длиной около 8 336 отсчётов. Поэтому наблюдавшийся TX underrun остаётся достаточной причиной признать Lab062 невалидной, но не является достаточным объяснением глобально худшего качества. + +## Смысл счётчиков `hackrf_transfer` + +Сохранены обе строки: + +- промежуточная: `1 underruns, longest 16672 bytes`; +- итоговая: `0 underruns, longest 0 bytes`. + +В локальной установке исходный файл `hackrf_transfer.c` и документация с описанием сброса этих счётчиков не найдены. В бинарном файле обнаружены только строки формата статистики. Поэтому: + +`COUNTER SEMANTICS = NOT_ESTABLISHED`. + +Нулевая итоговая строка не отменяет ненулевое промежуточное наблюдение. Причину расхождения без исходного кода используемой версии придумывать нельзя. + +## Графики и машинные результаты + +- [Локальная задержка](../data/processed/lab063/local_delay_vs_time.png) +- [Нормированная корреляция](../data/processed/lab063/normalized_correlation_vs_time.png) +- [Амплитуда коэффициента передачи](../data/processed/lab063/gain_vs_time.png) +- [Фаза коэффициента передачи](../data/processed/lab063/phase_vs_time.png) +- [Принятая мощность по пакетам](../data/processed/lab063/received_power_by_packet.png) +- [SER по пакетам](../data/processed/lab063/symbol_error_rate_by_packet.png) +- [Matched/residual по пакетам](../data/processed/lab063/matched_residual_by_packet.png) +- [Сравнение Lab056 B и Lab062](../data/processed/lab063/lab056_b_vs_lab062_packets.png) +- [Сводка JSON](../data/processed/lab063/summary.json) +- [Качество пакетов CSV](../data/processed/lab063/packet_quality.csv) +- [Локальное сопоставление CSV](../data/processed/lab063/local_alignment.csv) + +## Инженерный вывод + +`LAB062 QUALITY DISTRIBUTION = GLOBAL`. + +`PRIMARY CAUSE STATUS = PARTIALLY_LOCALIZED`. + +Найдена ошибка подготовки TX: обещанные межпакетные паузы не были записаны. Подтверждено глобальное ухудшение относительно Lab056 B и отдельные всплески помехи или искажения. Положение underrun и точная физическая причина общего ухудшения не установлены. + +`NEXT SINGLE STEP = до нового TX отдельно исследовать уровень RX, усиления, геометрию и возможную аналоговую компрессию либо слишком слабый полезный сигнал; будущий TX-процесс должен иметь явные паузы и однозначное журналирование underrun`. + +Новый RF-сеанс требует отдельного разрешения. В рамках Lab063 параметры PHY, приёмник, усиления и частота не менялись. + +- `RF TX = 0` +- `LAB063 COMMIT = NOT PERFORMED` +- `PUSH = NOT PERFORMED` +- `LAB064 = NOT CREATED` diff --git a/experiments/lab063_tx_underrun_localization.py b/experiments/lab063_tx_underrun_localization.py new file mode 100644 index 0000000..1648c21 --- /dev/null +++ b/experiments/lab063_tx_underrun_localization.py @@ -0,0 +1,567 @@ +"""Lab063: офлайн-локализация TX underrun и ухудшения качества Lab062.""" + +from __future__ import annotations + +from dataclasses import dataclass +import csv +import json +import math +from pathlib import Path +import re +import sys + +if __package__ in (None, ""): + sys.path.insert(0, str(Path(__file__).resolve().parents[1])) + +import matplotlib.pyplot as plt +import numpy as np +from scipy import signal + +from experiments import lab058_abab_symbol_quality as lab058 +from experiments import lab062_full_packet_rf_preflight as lab062 + + +ROOT = Path(__file__).resolve().parents[1] +RAW = ROOT / "data/raw/lab062" +LAB062 = ROOT / "data/processed/lab062" +OUTPUT = ROOT / "data/processed/lab063" +TX_PATH = RAW / "tx_stream.cs8" +RX_PATH = RAW / "rx_stream.cs8" +FRAME_SAMPLES = 92_256 +PACKETS = 16 +SAMPLE_RATE = 8_000_000 +SYMBOL_RATE = 500_000 +WINDOW_SYMBOLS = 512 +WINDOW_SAMPLES = WINDOW_SYMBOLS * (SAMPLE_RATE // SYMBOL_RATE) +STEP_SYMBOLS = 256 +STEP_SAMPLES = STEP_SYMBOLS * (SAMPLE_RATE // SYMBOL_RATE) +SEARCH_MARGIN_SAMPLES = 12_000 +MIN_LOCAL_CORRELATION = 0.15 +RELIABLE_PACKET_START = 24_000 +RELIABLE_PACKET_END = 86_000 +LAB056_B = { + "symbol_error_rate": 0.03495896, + "evm_rms": 0.845350, + "matched_residual_db": 1.464846, + "band_ripple_db": 5.471382, +} + + +@dataclass(frozen=True) +class ArrayReader: + """Минимальный интерфейс чтения для автономных проверок алгоритма.""" + + values: np.ndarray + + @property + def size(self) -> int: + return int(len(self.values)) + + def read(self, start: int, count: int) -> np.ndarray: + return np.asarray(self.values[start:start + count], dtype=np.complex64) + + +def underrun_scale(byte_count: int = 16_672) -> dict: + if type(byte_count) is not int or byte_count <= 0 or byte_count % 2: + raise ValueError("Размер cs8 underrun должен быть положительным чётным числом байт") + samples = byte_count // 2 + duration = samples / SAMPLE_RATE + symbols = samples * SYMBOL_RATE / SAMPLE_RATE + return { + "bytes": byte_count, + "complex_samples": samples, + "duration_seconds": duration, + "duration_milliseconds": duration * 1000, + "symbols": symbols, + "fraction_of_packet": samples / FRAME_SAMPLES, + "percent_of_packet": 100 * samples / FRAME_SAMPLES, + "interpretation": "Scale only; RX does not prove that this many RF samples were lost or repeated", + } + + +def actual_gap() -> dict: + metadata = json.loads((RAW / "tx_metadata.json").read_text(encoding="utf-8")) + total = int(metadata["tx_samples"]) + expected = FRAME_SAMPLES * PACKETS + return { + "tx_samples": total, + "packets": PACKETS, + "packet_waveform_samples": FRAME_SAMPLES, + "packet_product_samples": expected, + "identity_confirmed": total == expected, + "additional_inter_packet_gap_samples": total - expected, + "additional_inter_packet_gap_seconds": (total - expected) / SAMPLE_RATE, + "actual": "0 additional samples (no planned 5 ms gaps)", + "reason": ( + "IMPLEMENTATION_OMISSION: prepare() writes the 16 complete packet waveforms " + "back-to-back and has no gap parameter or zero-fill operation" + ), + "packet_internal_note": "Each packet waveform still contains its own guards and RRC tails", + } + + +def normalized_match(transmitted: np.ndarray, search: np.ndarray) -> dict: + """Найти локальный участок RX с нормировкой по AC-энергии каждого положения.""" + transmitted = np.asarray(transmitted, dtype=np.complex128) + search = np.asarray(search, dtype=np.complex128) + if transmitted.ndim != 1 or search.ndim != 1 or len(search) < len(transmitted): + raise ValueError("Нужны одномерные TX и более длинное RX-окно") + centered_tx = transmitted - np.mean(transmitted) + tx_energy = float(np.vdot(centered_tx, centered_tx).real) + if tx_energy <= 0: + raise ValueError("TX-окно не содержит AC-энергии") + correlation = signal.correlate(search, centered_tx, mode="valid", method="fft") + count = len(centered_tx) + kernel = np.ones(count, dtype=np.float64) + sums = signal.fftconvolve(search, kernel, mode="valid") + powers = signal.fftconvolve(abs(search) ** 2, kernel, mode="valid") + rx_energies = np.maximum(powers - abs(sums) ** 2 / count, 0.0) + normalized = abs(correlation) / np.sqrt(np.maximum(tx_energy * rx_energies, 1e-30)) + best = int(np.argmax(normalized)) + centered_rx = search[best:best + count] - np.mean(search[best:best + count]) + gain = complex(np.vdot(centered_tx, centered_rx) / tx_energy) + residual = centered_rx - gain * centered_tx + return { + "offset": best, + "normalized_correlation": float(normalized[best]), + "gain": gain, + "gain_amplitude": float(abs(gain)), + "phase_rad": float(np.angle(gain)), + "residual_power": float(np.mean(abs(residual) ** 2)), + "rx_ac_power": float(np.mean(abs(centered_rx) ** 2)), + } + + +def track_alignment(tx, rx, rx_start: int, *, frame_samples: int = FRAME_SAMPLES, + window_samples: int = WINDOW_SAMPLES, + step_samples: int = STEP_SAMPLES, + search_margin: int = SEARCH_MARGIN_SAMPLES, + reliable_packet_start: int = RELIABLE_PACKET_START, + reliable_packet_end: int = RELIABLE_PACKET_END) -> list[dict]: + """Сопоставить короткие перекрывающиеся TX-окна с RX независимо по времени.""" + rows = [] + for tx_start in range(0, tx.size - window_samples + 1, step_samples): + expected_rx = rx_start + tx_start + low = max(0, expected_rx - search_margin) + high = min(rx.size, expected_rx + search_margin + window_samples) + match = normalized_match(tx.read(tx_start, window_samples), rx.read(low, high - low)) + matched_rx = low + match.pop("offset") + packet = min(PACKETS, tx_start // frame_samples + 1) + position_inside_packet = tx_start - (packet - 1) * frame_samples + inside_reliable_region = reliable_packet_start <= position_inside_packet <= reliable_packet_end + correlation_above_threshold = match["normalized_correlation"] >= MIN_LOCAL_CORRELATION + rows.append({ + "window_index": len(rows), + "tx_sample": tx_start, + "rx_sample": matched_rx, + "time_seconds": tx_start / SAMPLE_RATE, + "local_delay_samples": matched_rx - expected_rx, + "packet_index": packet, + "position_inside_packet_samples": position_inside_packet, + "inside_reliable_region": inside_reliable_region, + "correlation_above_threshold": correlation_above_threshold, + "reliable_for_delay": inside_reliable_region and correlation_above_threshold, + **match, + }) + return rows + + +def alignment_verdict(rows: list[dict], expected_jump: int) -> dict: + valid = [row for row in rows if row.get("reliable_for_delay") is True] + internal_low_correlation = [ + row for row in rows + if row.get("inside_reliable_region") is True + and row.get("correlation_above_threshold") is False + ] + jumps = [] + for left, right in zip(valid, valid[1:]): + change = right["local_delay_samples"] - left["local_delay_samples"] + if abs(change) >= max(256, expected_jump // 4): + jumps.append({ + "left_window": left["window_index"], "right_window": right["window_index"], + "tx_sample": right["tx_sample"], "rx_sample": right["rx_sample"], + "packet_index": right["packet_index"], + "position_inside_packet_samples": right["position_inside_packet_samples"], + "delay_change_samples": change, + "left_correlation": left["normalized_correlation"], + "right_correlation": right["normalized_correlation"], + }) + delays = np.asarray([row["local_delay_samples"] for row in valid], dtype=np.float64) + correlations = np.asarray([row["normalized_correlation"] for row in rows], dtype=np.float64) + return { + "valid_windows": len(valid), + "total_windows": len(rows), + "minimum_correlation": float(np.min(correlations)), + "median_correlation": float(np.median(correlations)), + "maximum_correlation": float(np.max(correlations)), + "delay_min_samples": int(np.min(delays)) if len(delays) else None, + "delay_median_samples": float(np.median(delays)) if len(delays) else None, + "delay_max_samples": int(np.max(delays)) if len(delays) else None, + "jump_candidates": jumps, + "local_delay_discontinuity": bool(jumps), + "local_delay_discontinuity_scope": ( + f"NO_IN_{len(valid)}_RELIABLE_WINDOWS; " + f"UNDETERMINED_IN_{len(internal_low_correlation)}_INTERNAL_LOW_CORRELATION_WINDOWS" + if not jumps else "DETECTED_IN_RELIABLE_WINDOWS" + ), + "underrun_location": "NOT_LOCALIZED_FROM_RX" if not jumps else jumps[0], + "reliable_region_inside_packet_samples": [RELIABLE_PACKET_START, RELIABLE_PACKET_END], + "correlation_threshold": MIN_LOCAL_CORRELATION, + "internal_low_correlation_windows": { + "count": len(internal_low_correlation), + "packet_counts": { + str(packet): sum(row["packet_index"] == packet for row in internal_low_correlation) + for packet in sorted({row["packet_index"] for row in internal_low_correlation}) + }, + "windows": [ + { + "window_index": row["window_index"], + "packet_index": row["packet_index"], + "tx_sample": row["tx_sample"], + "rx_sample_selected_but_not_used_for_delay_verdict": row["rx_sample"], + "position_inside_packet_samples": row["position_inside_packet_samples"], + "normalized_correlation": row["normalized_correlation"], + } + for row in internal_low_correlation + ], + "interpretation": ( + "Delay is not established in these windows; low correlation is itself a local anomaly, " + "but it does not identify an underrun without a reliable timing discontinuity" + ), + }, + "excluded_region_reason": ( + "Packet edges and repeated PRBS preamble have correlation aliases spaced by 2032 samples; " + "22 additional internal windows are below the 0.15 correlation threshold. All are retained " + "in CSV, and delay is not asserted for any excluded window" + ), + } + + +def moments(values: np.ndarray) -> dict: + values = np.asarray(values) + mean = complex(np.mean(values, dtype=np.complex128)) + power = float(np.mean(abs(values.astype(np.complex128)) ** 2)) + ac_power = max(0.0, power - abs(mean) ** 2) + return { + "raw_power_code2": power, + "rms_full_iq_code": math.sqrt(power), + "mean_i": float(mean.real), "mean_q": float(mean.imag), + "ac_power_code2": ac_power, "ac_rms_code": math.sqrt(ac_power), + "max_abs_i": float(np.max(abs(values.real))), + "max_abs_q": float(np.max(abs(values.imag))), + "max_complex_magnitude": float(np.max(abs(values))), + } + + +def packet_quality(tx, rx, rx_start: int, background_ac_power: float, + lab062_analysis: dict, alignment: list[dict]) -> list[dict]: + rows = [] + physical = lab062_analysis["lab058_quality"]["packets"] + for index in range(1, PACKETS + 1): + values = rx.read(rx_start + (index - 1) * FRAME_SAMPLES, FRAME_SAMPLES) + level = moments(values) + metrics = physical[index - 1]["oracle"]["metrics"] + channel = physical[index - 1]["channel"] + local = [row for row in alignment if row["packet_index"] == index and row["reliable_for_delay"]] + phases = np.unwrap([row["phase_rad"] for row in local]) if local else np.empty(0) + row = { + "packet_index": index, + **level, + "background_ac_power_code2": background_ac_power, + "background_subtracted_useful_power_code2": max(0.0, level["ac_power_code2"] - background_ac_power), + "symbol_error_rate": metrics["ber"], + "symbol_rms_deviation": metrics["evm_rms"], + "matched_component_power": metrics["matched_component_power"], + "residual_power": metrics["residual_power"], + "matched_residual_db": metrics["matched_residual_db"], + "band_gain_nonuniformity_db": channel["amplitude_ripple_p95_p05_db"], + "initial_frequency_hz": physical[index - 1]["oracle"]["cfo_hz"], + "diagnostic_residual_phase_error_rad": channel["residual_phase_ripple_p95_p05_rad"], + "local_delay_median_samples": float(np.median([item["local_delay_samples"] for item in local])), + "local_delay_min_samples": int(min(item["local_delay_samples"] for item in local)), + "local_delay_max_samples": int(max(item["local_delay_samples"] for item in local)), + "local_correlation_median": float(np.median([item["normalized_correlation"] for item in local])), + "local_correlation_min": float(min(item["normalized_correlation"] for item in local)), + "local_gain_amplitude_median": float(np.median([item["gain_amplitude"] for item in local])), + "local_phase_unwrapped_span_rad": float(np.ptp(phases)) if len(phases) else None, + "ser_minus_lab056_b": metrics["ber"] - LAB056_B["symbol_error_rate"], + "evm_minus_lab056_b": metrics["evm_rms"] - LAB056_B["evm_rms"], + "matched_residual_minus_lab056_b_db": metrics["matched_residual_db"] - LAB056_B["matched_residual_db"], + "ripple_minus_lab056_b_db": channel["amplitude_ripple_p95_p05_db"] - LAB056_B["band_ripple_db"], + } + rows.append(row) + return rows + + +def group_trends(rows: list[dict]) -> list[dict]: + result = [] + for low in (1, 5, 9, 13): + selected = rows[low - 1:low + 3] + result.append({ + "packets": f"{low}-{low + 3}", + "useful_power_mean": float(np.mean([row["background_subtracted_useful_power_code2"] for row in selected])), + "symbol_error_rate_mean": float(np.mean([row["symbol_error_rate"] for row in selected])), + "symbol_rms_deviation_mean": float(np.mean([row["symbol_rms_deviation"] for row in selected])), + "matched_component_power_mean": float(np.mean([row["matched_component_power"] for row in selected])), + "residual_power_mean": float(np.mean([row["residual_power"] for row in selected])), + "matched_residual_db_mean": float(np.mean([row["matched_residual_db"] for row in selected])), + "initial_frequency_hz_mean": float(np.mean([row["initial_frequency_hz"] for row in selected])), + "diagnostic_residual_phase_error_rad_mean": float(np.mean( + [row["diagnostic_residual_phase_error_rad"] for row in selected] + )), + "local_phase_unwrapped_span_rad_mean": float(np.mean( + [row["local_phase_unwrapped_span_rad"] for row in selected] + )), + "local_gain_amplitude_median": float(np.median([row["local_gain_amplitude_median"] for row in selected])), + }) + return result + + +def classify(packet_rows: list[dict], alignment: dict) -> dict: + worse = [ + row for row in packet_rows + if row["symbol_error_rate"] > LAB056_B["symbol_error_rate"] + and row["symbol_rms_deviation"] > LAB056_B["evm_rms"] + and row["matched_residual_db"] < LAB056_B["matched_residual_db"] + ] + global_degradation = len(worse) >= 12 + discontinuity = alignment["local_delay_discontinuity"] + if discontinuity and global_degradation: + distribution, primary = "MIXED", "PARTIALLY_LOCALIZED" + elif discontinuity: + distribution, primary = "LOCALIZED", "PARTIALLY_LOCALIZED" + elif global_degradation: + distribution, primary = "GLOBAL", "PARTIALLY_LOCALIZED" + else: + distribution, primary = "NOT_LOCALIZED", "NOT_LOCALIZED" + return { + "quality_distribution": distribution, + "primary_cause_status": primary, + "packets_worse_than_lab056_on_ser_evm_and_matched_residual": [row["packet_index"] for row in worse], + "global_degradation_rule": "at least 12/16 packets worse than Lab056 B on SER, EVM and matched/residual", + "global_degradation": global_degradation, + "local_delay_discontinuity": discontinuity, + } + + +def write_csv(path: Path, rows: list[dict]) -> None: + with path.open("w", newline="", encoding="utf-8-sig") as stream: + writer = csv.DictWriter(stream, fieldnames=list(rows[0])) + writer.writeheader() + for row in rows: + writer.writerow({key: (json.dumps(value) if isinstance(value, (dict, list)) else value) + for key, value in row.items()}) + + +def plots(alignment: list[dict], packets: list[dict]) -> None: + OUTPUT.mkdir(parents=True, exist_ok=True) + time_ms = np.asarray([row["time_seconds"] * 1000 for row in alignment]) + packet_indexes = np.arange(1, PACKETS + 1) + + def line(name: str, values, ylabel: str, title: str) -> None: + figure, axis = plt.subplots(figsize=(9, 4.5)) + axis.plot(time_ms, values, linewidth=1.2) + axis.set(xlabel="Время TX, мс", ylabel=ylabel, title=title) + axis.grid(True, alpha=0.3); figure.tight_layout() + figure.savefig(OUTPUT / name, dpi=160); plt.close(figure) + + figure, axis = plt.subplots(figsize=(9, 4.5)) + unreliable = [row for row in alignment if not row["reliable_for_delay"]] + reliable = [row for row in alignment if row["reliable_for_delay"]] + axis.scatter([row["time_seconds"] * 1000 for row in unreliable], + [row["local_delay_samples"] for row in unreliable], s=7, alpha=0.25, + label="исключено: края, преамбула или низкая корреляция") + axis.plot([row["time_seconds"] * 1000 for row in reliable], + [row["local_delay_samples"] for row in reliable], linewidth=1.2, + label="надёжная внутренняя часть") + axis.set(xlabel="Время TX, мс", ylabel="Локальная задержка, отсчёты", + title="Локальная временная привязка TX и RX") + axis.grid(True, alpha=0.3); axis.legend(); figure.tight_layout() + figure.savefig(OUTPUT / "local_delay_vs_time.png", dpi=160); plt.close(figure) + line("normalized_correlation_vs_time.png", [row["normalized_correlation"] for row in alignment], + "Нормированная корреляция", "Устойчивость локального сопоставления") + reliable_time_ms = np.asarray([row["time_seconds"] * 1000 for row in reliable]) + figure, axis = plt.subplots(figsize=(9, 4.5)) + axis.plot(reliable_time_ms, [row["gain_amplitude"] for row in reliable], linewidth=1.2) + axis.set(xlabel="Время TX, мс", ylabel="|h|, коды RX / код TX", + title="Локальная амплитуда канала в надёжных окнах") + axis.grid(True, alpha=0.3); figure.tight_layout() + figure.savefig(OUTPUT / "gain_vs_time.png", dpi=160); plt.close(figure) + figure, axis = plt.subplots(figsize=(9, 4.5)) + phase = np.unwrap([row["phase_rad"] for row in reliable]) + axis.plot(reliable_time_ms, phase, linewidth=1.2) + axis.set(xlabel="Время TX, мс", ylabel="Развёрнутая фаза, рад", + title="Локальная фаза канала в надёжных окнах") + axis.grid(True, alpha=0.3); figure.tight_layout() + figure.savefig(OUTPUT / "phase_vs_time.png", dpi=160); plt.close(figure) + + def bars(name: str, values, ylabel: str, title: str, baseline=None) -> None: + figure, axis = plt.subplots(figsize=(9, 4.5)) + axis.bar(packet_indexes, values) + if baseline is not None: + axis.axhline(baseline, color="tab:red", linestyle="--", label="Lab056 B") + axis.legend() + axis.set(xlabel="Номер пакета", ylabel=ylabel, title=title, xticks=packet_indexes) + axis.grid(True, axis="y", alpha=0.3); figure.tight_layout() + figure.savefig(OUTPUT / name, dpi=160); plt.close(figure) + + bars("received_power_by_packet.png", [row["background_subtracted_useful_power_code2"] for row in packets], + "Полезная AC-мощность, код²", "Принятая мощность по пакетам") + bars("symbol_error_rate_by_packet.png", [100 * row["symbol_error_rate"] for row in packets], + "Ошибочные символы, %", "Диагностическая SER по пакетам", 100 * LAB056_B["symbol_error_rate"]) + bars("matched_residual_by_packet.png", [row["matched_residual_db"] for row in packets], + "Matched/residual, дБ", "Полезная согласованная составляющая к остатку", LAB056_B["matched_residual_db"]) + + figure, axes = plt.subplots(2, 2, figsize=(11, 7)) + comparisons = [ + ("SER, %", [100 * row["symbol_error_rate"] for row in packets], 100 * LAB056_B["symbol_error_rate"]), + ("EVM RMS", [row["symbol_rms_deviation"] for row in packets], LAB056_B["evm_rms"]), + ("Matched/residual, дБ", [row["matched_residual_db"] for row in packets], LAB056_B["matched_residual_db"]), + ("Неравномерность, дБ", [row["band_gain_nonuniformity_db"] for row in packets], LAB056_B["band_ripple_db"]), + ] + for axis, (label, values, baseline) in zip(axes.flat, comparisons): + axis.bar(packet_indexes, values); axis.axhline(baseline, color="tab:red", linestyle="--") + axis.set(xlabel="Пакет", ylabel=label, xticks=packet_indexes); axis.grid(True, axis="y", alpha=0.3) + figure.suptitle("Lab056 B и пакеты Lab062"); figure.tight_layout() + figure.savefig(OUTPUT / "lab056_b_vs_lab062_packets.png", dpi=160); plt.close(figure) + + +def local_counter_semantics() -> dict: + binary = Path(r"C:\Users\user\Tools\HackRF\Library\bin\hackrf_transfer.exe") + source_candidates = list(binary.parent.parent.rglob("hackrf_transfer.c")) if binary.parent.parent.exists() else [] + return { + "binary_path": str(binary), "binary_exists": binary.exists(), + "local_source_files": [str(path) for path in source_candidates], + "progress_line": "1 underruns, longest 16672 bytes", + "final_line": "0 underruns, longest 0 bytes", + "counter_semantics": "NOT_ESTABLISHED" if not source_candidates else "LOCAL_SOURCE_REQUIRES_REVIEW", + "note": "No local source or documentation was found that explains the reset between progress and final counters", + } + + +def run() -> dict: + OUTPUT.mkdir(parents=True, exist_ok=True) + lab062_analysis = json.loads((LAB062 / "rf_analysis.json").read_text(encoding="utf-8")) + if lab062_analysis["status"] != "RF_SESSION_INVALID_TX_UNDERRUN": + raise RuntimeError("Lab062 must remain INVALID_TX_UNDERRUN") + tx, rx = lab058.Cs8File(TX_PATH), lab058.Cs8File(RX_PATH) + rx_start = int(lab062_analysis["location"]["rx_start_sample"]) + gap = actual_gap() + if not gap["identity_confirmed"] or gap["additional_inter_packet_gap_samples"] != 0: + raise RuntimeError("Unexpected Lab062 TX accounting") + scale = underrun_scale() + alignment_rows = track_alignment(tx, rx, rx_start) + alignment = alignment_verdict(alignment_rows, scale["complex_samples"]) + + before = moments(rx.read(rx_start - FRAME_SAMPLES, FRAME_SAMPLES)) + after = moments(rx.read(rx_start + tx.size, FRAME_SAMPLES)) + background_ac_power = 0.5 * (before["ac_power_code2"] + after["ac_power_code2"]) + packet_rows = packet_quality(tx, rx, rx_start, background_ac_power, lab062_analysis, alignment_rows) + trends = group_trends(packet_rows) + classification = classify(packet_rows, alignment) + most_affected = sorted( + packet_rows, + key=lambda row: (row["symbol_error_rate"], row["symbol_rms_deviation"], -row["matched_residual_db"]), + reverse=True, + )[:4] + selected = {3, 4, 12, 14} + special = [row for row in packet_rows if row["packet_index"] in selected] + special_common = { + "packets": sorted(selected), + "all_have_power_drop_below_median": all( + row["background_subtracted_useful_power_code2"] < np.median( + [item["background_subtracted_useful_power_code2"] for item in packet_rows] + ) for row in special + ), + "all_have_correlation_below_median": all( + row["local_correlation_median"] < np.median([item["local_correlation_median"] for item in packet_rows]) + for row in special + ), + "all_have_large_delay_change": all( + row["local_delay_max_samples"] - row["local_delay_min_samples"] >= scale["complex_samples"] // 4 + for row in special + ), + "interpretation": "No common underrun signature unless one of all three booleans is true with localized alignment evidence", + } + result = { + "lab": "Lab063", "status": "COMPLETED_OFFLINE", "rf_tx": 0, + "hardware_queries": 0, "lab062_status_preserved": lab062_analysis["status"], + "lab062_commit": "f8ae6c6bfceaa21b6c08dcf55d2bff996dd0dae5", + "physical_device": "Auron HackRF Plus", + "api_firmware_identification": "HackRF One r9", + "integrity": { + "tx_sha256": lab062.sha256(TX_PATH), "rx_sha256": lab062.sha256(RX_PATH), + "tx_samples": tx.size, "rx_samples": rx.size, + }, + "actual_inter_packet_gap": gap, + "tx_underrun_scale": scale, + "tx_underrun_log": local_counter_semantics(), + "background": {"before": before, "after": after, "ac_power_code2_used": background_ac_power, + "preflight_ac_rms_code": 0.9854828456229909}, + "local_alignment": alignment, + "packet_quality": packet_rows, + "group_trends": trends, + "special_packets_3_4_12_14": special_common, + "packets_most_affected": [row["packet_index"] for row in most_affected], + "active_rx_level": { + "ac_rms_min": min(row["ac_rms_code"] for row in packet_rows), + "ac_rms_max": max(row["ac_rms_code"] for row in packet_rows), + "max_abs_i_min": min(row["max_abs_i"] for row in packet_rows), + "max_abs_i_max": max(row["max_abs_i"] for row in packet_rows), + "max_abs_q_min": min(row["max_abs_q"] for row in packet_rows), + "max_abs_q_max": max(row["max_abs_q"] for row in packet_rows), + "mean_i_min": min(row["mean_i"] for row in packet_rows), + "mean_i_max": max(row["mean_i"] for row in packet_rows), + "mean_q_min": min(row["mean_q"] for row in packet_rows), + "mean_q_max": max(row["mean_q"] for row in packet_rows), + "local_gain_amplitude_median_min": min(row["local_gain_amplitude_median"] for row in packet_rows), + "local_gain_amplitude_median_max": max(row["local_gain_amplitude_median"] for row in packet_rows), + "analog_overload": "LESS_LIKELY_FROM_DIGITAL_LEVEL_BUT_NOT_EXCLUDED_WITHOUT_INSTRUMENT", + }, + "lab056_comparison": {"reference": LAB056_B, + "packets_worse_on_all_three_core_metrics": classification["packets_worse_than_lab056_on_ser_evm_and_matched_residual"]}, + **classification, + "next_single_step": ( + "Before another TX, investigate the low active RX level, gain/geometry and possible analogue compression; " + "also change TX streaming/logging so any underrun is unambiguous. Do not change RF parameters yet." + if classification["quality_distribution"] == "GLOBAL" else + "Improve TX streaming and underrun logging before any separately authorized repeat." + ), + "lab063_commit": "NOT_PERFORMED", "push": "NOT_PERFORMED", "lab064": "NOT_CREATED", + } + write_csv(OUTPUT / "local_alignment.csv", alignment_rows) + write_csv(OUTPUT / "packet_quality.csv", packet_rows) + plots(alignment_rows, packet_rows) + (OUTPUT / "summary.json").write_text(json.dumps(result, ensure_ascii=False, indent=2), encoding="utf-8") + return result + + +def run_functional_tests() -> None: + scale = underrun_scale() + assert scale["complex_samples"] == 8336 + assert abs(scale["duration_milliseconds"] - 1.042) < 1e-12 + assert scale["symbols"] == 521.0 + transmitted = np.exp(1j * np.arange(128) * 0.31) + search = np.concatenate((np.zeros(37, complex), (0.4 + 0.2j) * transmitted, np.zeros(19, complex))) + result = normalized_match(transmitted, search) + assert result["offset"] == 37 and result["normalized_correlation"] > 0.999999 + + +def main() -> None: + result = run() + print(json.dumps({ + "status": result["status"], + "actual_inter_packet_gap": result["actual_inter_packet_gap"], + "tx_underrun_scale": result["tx_underrun_scale"], + "local_alignment": result["local_alignment"], + "packets_most_affected": result["packets_most_affected"], + "active_rx_level": result["active_rx_level"], + "quality_distribution": result["quality_distribution"], + "primary_cause_status": result["primary_cause_status"], + "next_single_step": result["next_single_step"], + "rf_tx": result["rf_tx"], + }, ensure_ascii=False, indent=2)) + + +if __name__ == "__main__": + main() diff --git a/tests/test_lab063_tx_underrun_localization.py b/tests/test_lab063_tx_underrun_localization.py new file mode 100644 index 0000000..326dbcb --- /dev/null +++ b/tests/test_lab063_tx_underrun_localization.py @@ -0,0 +1,111 @@ +"""Lab063: автономные проверки локального сопоставления без SDR.""" + +from __future__ import annotations + +import numpy as np + +from experiments import lab063_tx_underrun_localization as lab + + +def test_underrun_scale_is_exact(): + result = lab.underrun_scale(16_672) + assert result["complex_samples"] == 8_336 + assert result["duration_seconds"] == 0.001042 + assert result["symbols"] == 521 + assert np.isclose(result["fraction_of_packet"], 8_336 / 92_256) + + +def test_normalized_match_recovers_offset_gain_and_low_residual(): + random_generator = np.random.default_rng(6301) + transmitted = (random_generator.choice((-1.0, 1.0), 2048) + * np.exp(1j * np.arange(2048) * 0.01)) + gain = 0.35 - 0.2j + search = np.concatenate((np.zeros(321, complex), gain * transmitted, np.zeros(400, complex))) + result = lab.normalized_match(transmitted, search) + assert result["offset"] == 321 + assert result["normalized_correlation"] > 0.999999 + assert abs(result["gain"] - gain) < 1e-12 + assert result["residual_power"] < 1e-20 + + +def test_alignment_localizes_inserted_delay_jump(): + random_generator = np.random.default_rng(6302) + transmitted = random_generator.choice((-1.0, 1.0), 8192).astype(np.complex64) + split, inserted = 4096, 700 + received = np.concatenate((np.zeros(1000), transmitted[:split], np.zeros(inserted), transmitted[split:], np.zeros(1000))) + rows = lab.track_alignment( + lab.ArrayReader(transmitted), lab.ArrayReader(received), 1000, + frame_samples=8192, window_samples=512, step_samples=256, search_margin=1000, + reliable_packet_start=0, reliable_packet_end=8192, + ) + verdict = lab.alignment_verdict(rows, inserted) + assert verdict["local_delay_discontinuity"] + assert any(abs(row["delay_change_samples"]) >= inserted - 1 for row in verdict["jump_candidates"]) + + +def test_alignment_compares_reliable_windows_across_packet_boundary(): + rows = [ + { + "window_index": 4, "tx_sample": 1000, "rx_sample": 2000, + "packet_index": 1, "position_inside_packet_samples": 1000, + "local_delay_samples": 0, "normalized_correlation": 0.9, + "inside_reliable_region": True, "correlation_above_threshold": True, + "reliable_for_delay": True, + }, + { + "window_index": 9, "tx_sample": 9000, "rx_sample": 10700, + "packet_index": 2, "position_inside_packet_samples": 800, + "local_delay_samples": 700, "normalized_correlation": 0.9, + "inside_reliable_region": True, "correlation_above_threshold": True, + "reliable_for_delay": True, + }, + ] + verdict = lab.alignment_verdict(rows, 700) + assert verdict["local_delay_discontinuity"] + assert verdict["jump_candidates"][0]["packet_index"] == 2 + + +def test_alignment_discloses_internal_low_correlation_window(): + rows = [ + { + "window_index": 0, "tx_sample": 1000, "rx_sample": 2000, + "packet_index": 1, "position_inside_packet_samples": 1000, + "local_delay_samples": 0, "normalized_correlation": 0.9, + "inside_reliable_region": True, "correlation_above_threshold": True, + "reliable_for_delay": True, + }, + { + "window_index": 1, "tx_sample": 1256, "rx_sample": 2956, + "packet_index": 1, "position_inside_packet_samples": 1256, + "local_delay_samples": 700, "normalized_correlation": 0.1, + "inside_reliable_region": True, "correlation_above_threshold": False, + "reliable_for_delay": False, + }, + ] + verdict = lab.alignment_verdict(rows, 700) + assert verdict["internal_low_correlation_windows"]["count"] == 1 + assert "UNDETERMINED_IN_1_INTERNAL_LOW_CORRELATION_WINDOWS" in verdict["local_delay_discontinuity_scope"] + assert verdict["local_delay_discontinuity"] is False + + +def test_classification_marks_global_degradation_without_jump(): + packets = [{ + "packet_index": index, + "symbol_error_rate": 0.1, + "symbol_rms_deviation": 1.2, + "matched_residual_db": -1.0, + } for index in range(1, 17)] + result = lab.classify(packets, {"local_delay_discontinuity": False}) + assert result["quality_distribution"] == "GLOBAL" + assert result["primary_cause_status"] == "PARTIALLY_LOCALIZED" + + +def test_classification_marks_mixed_when_jump_and_global_damage_coexist(): + packets = [{ + "packet_index": index, + "symbol_error_rate": 0.1, + "symbol_rms_deviation": 1.2, + "matched_residual_db": -1.0, + } for index in range(1, 17)] + result = lab.classify(packets, {"local_delay_discontinuity": True}) + assert result["quality_distribution"] == "MIXED"