wifi-densepose/scripts
rUv 9e7fa83210
feat(signal): ADR-134 CSI→CIR via ISTA + NeumannSolver warm-start (#837)
* feat(signal): ADR-134 — CSI→CIR via ISTA + NeumannSolver warm-start

End-to-end first-class Channel Impulse Response estimation in the Rust
workspace. Bridges CSI (frequency domain) to CIR (delay domain) so
multistatic coherence gating, NLOS/LOS classification, and (at HT40+)
ToF ranging become tractable in `wifi-densepose-signal`.

Algorithm: ISTA L1 sparse recovery over a normalized DFT sub-matrix
sensing operator Φ ∈ ℂ^(K×G) with G = 3K (3× super-resolution). The
Tikhonov-regularised warm start re-uses `ruvector_solver::neumann::
NeumannSolver` — same call pattern as `fresnel.rs:280` and
`train/subcarrier.rs:225` — so no new crate dependencies.

Tiers supported: HT20 / HT40 / HE20 (Tier A-HE, C6) / HE40. The C6
HE-LTF tier is the preferred Tier A target whenever an 11ax AP is in
range; firmware substrate already shipped at v0.7.0-esp32 per ADR-110.

Measured performance (release, single CirEstimator shared across 12
links): HT20 2.72 ms / HE20 3.20 ms / HT40 13.43 ms / HE40 9.71 ms per
estimate(). HT20 12-link multistatic 17.7 ms — fits the 50 ms RuvSense
cycle; HT40 12-link 74 ms exceeds it and is flagged in ADR-134 §2.7 as
requiring Rayon parallelism or G=2K super-res reduction.

Measured Φ conditioning: κ(Φ) ≈ 1.00 identically across all tiers.
ADR-134 §2.3 was corrected — the C6 advantage is statistical SNR gain
(√(242/52) ≈ 2.16×) from more independent measurements, not improved
conditioning.

Witness: bit-deterministic SHA-256 over CirEstimator output on the
synthetic ADR-028 reference signal (100 frames, top-5 taps, 1e-6
quantization). Hash committed to expected_cir_features.sha256;
verify-cir-proof.sh wires the check into the existing witness bundle.

CI: cargo test --features cir + verify-cir-proof.sh added as separate
steps under the Rust Workspace Tests job; regressions are unambiguously
attributable.

Files:
- ADR + WITNESS-LOG-028 row 34 + CLAUDE.md module count (14 → 15)
- src/ruvsense/cir.rs (~540 LOC) + lib.rs re-exports + multistatic.rs
  wire-up (reversible via `use_cir_gate=false`)
- 3 integration tests + Criterion bench + 3 deterministic fixtures
- cir_proof_runner binary + sha256 + verify-cir-proof.sh

Test rate: 395 pass / 6 ignored (P2 ISTA hyperparameter tuning; see
#[ignore] reasons) / 0 fail. cargo check clean; verify-cir-proof.sh
VERDICT: PASS.

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(signal): make CIR witness cross-platform-deterministic

The first witness (Windows-generated hash 89704bfd…) failed on Linux CI
with a different hash (b36741bf…). Root cause: hashing `re`/`im` parts of
top-5 taps at 1e-6 precision is too tight against libm differences in
sin/cos/sqrt across glibc, MSVC, and Apple-clang. The previous
"top-5 sorted by magnitude" form also suffered from rank instability when
taps are near-tied — libm jitter could shuffle the ordering even when the
algorithm is unchanged.

New canonical form: full per-tap quantised-magnitude profile in natural
index order, no sort.

  - 156 taps × 2 bytes (u16 le) per frame = 312 bytes/frame.
  - Quantisation 1e-2 — robust to ~1e-3 float drift while still tripping
    on real algorithmic changes (e.g., a 10× lambda shift moves magnitudes
    by >1e-2).
  - No top-K selection — eliminates the unstable magnitude-sort step.

Regenerated expected_cir_features.sha256 — new hash 120bd7b1…

If the next CI run still mismatches, the cause is structural (rustfft SIMD
code path selection or NeumannSolver internal ordering), not magnitudes,
and the witness needs further coarsening or to be made platform-tagged.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-05-28 16:24:37 -04:00
..
macos-shortcuts ADR-125 APPLE-FABRIC: RuView <-> Apple Home native HAP bridge (e2e on real C6) (#797) 2026-05-25 17:36:40 -04:00
swarm_presets feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
align-ground-truth.js feat(cog-person-count): train count_v1.safetensors — honest v0.0.1 (ADR-103) (#695) 2026-05-21 18:56:52 -04:00
apnea-detector.js feat: ADR-077 — 6 novel RF sensing applications 2026-04-03 08:50:48 -04:00
benchmark-model.py feat: GCloud GPU training pipeline + data collection + benchmarking 2026-04-02 22:04:57 -04:00
benchmark-rf-scan.js feat: ADR-073 multi-frequency mesh RF scanning 2026-04-03 00:18:29 -04:00
benchmark-ruvllm.js fix: ruvllm pipeline — 7 critical fixes, all metrics improved 2026-04-02 22:40:48 -04:00
benchmark-wiflow.js feat: ADR-072 WiFlow SOTA architecture — TCN + axial attention + pose decoder 2026-04-02 23:40:23 -04:00
c6-presence-watcher.py ADR-125 APPLE-FABRIC: RuView <-> Apple Home native HAP bridge (e2e on real C6) (#797) 2026-05-25 17:36:40 -04:00
check_fix_markers.py ci: fix-marker regression guard (witness-style) 2026-05-11 10:48:14 -04:00
check_health.py feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
collect-ground-truth.py feat: camera ground-truth training pipeline (ADR-079, #362) 2026-04-06 14:07:25 -04:00
collect-training-data.py feat: GCloud GPU training pipeline + data collection + benchmarking 2026-04-02 22:04:57 -04:00
csi-graph-visualizer.js feat: ADR-075 min-cut person separation — fixes #348 2026-04-03 00:34:57 -04:00
csi-spectrogram.js feat: ADR-076 CNN spectrogram embeddings + graph transformer fusion 2026-04-03 00:36:38 -04:00
deep-scan.js feat: deep-scan.js — comprehensive RF intelligence report 2026-04-03 13:03:18 -04:00
device-fingerprint.js feat: ADR-078 — 5 multi-frequency mesh applications 2026-04-03 08:52:50 -04:00
esp32_jsonl_to_rvcsi.py fix(rvcsi): scale-relative baseline-drift thresholds + ESP32 end-to-end validation 2026-05-12 22:19:15 -04:00
esp32_wasm_test.py feat: add ADR-042 CHCI protocol, 24 new edge modules, README restructure 2026-03-03 11:35:57 -05:00
eval-wiflow.js feat: camera ground-truth training pipeline (ADR-079, #362) 2026-04-06 14:07:25 -04:00
export-onnx.py feat(cog-pose-estimation): scaffold first Cog from this repo (ADR-100 + ADR-101) (#642) 2026-05-19 17:03:09 -04:00
fix-markers.json feat(adr-117): pip wifi-densepose modernization (PIP-PHOENIX) + ruview sibling release (#786) 2026-05-24 13:00:38 -04:00
gait-analyzer.js feat: ADR-077 — 6 novel RF sensing applications 2026-04-03 08:50:48 -04:00
gcloud-train.sh chore(repo): rename rust-port/wifi-densepose-rs → v2/ (flatten to one level) (#427) 2026-04-25 21:28:13 -04:00
generate-witness-bundle.sh feat(signal): ADR-134 CSI→CIR via ISTA + NeumannSolver warm-start (#837) 2026-05-28 16:24:37 -04:00
generate_nvs_matrix.py fix(firmware): fall detection, 4MB flash, QEMU CI (#263, #265) 2026-03-15 11:49:29 -04:00
hap-test-sensor.py ADR-125 APPLE-FABRIC: RuView <-> Apple Home native HAP bridge (e2e on real C6) (#797) 2026-05-25 17:36:40 -04:00
homecore-seed.sh feat(homecore-ui): Dashboard page + seed script — UI is no longer empty 2026-05-26 12:26:02 -04:00
inject_fault.py feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
install-qemu.sh feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
mac-mini-train.sh fix: remove hardcoded Tailscale IPs and usernames from public files 2026-04-06 14:39:21 -04:00
material-classifier.js feat: ADR-078 — 5 multi-frequency mesh applications 2026-04-03 08:52:50 -04:00
material-detector.js feat: ADR-077 — 6 novel RF sensing applications 2026-04-03 08:50:48 -04:00
mesh-graph-transformer.js feat: ADR-076 CNN spectrogram embeddings + graph transformer fusion 2026-04-03 00:36:38 -04:00
mincut-person-counter.js feat: ADR-075 min-cut person separation — fixes #348 2026-04-03 00:34:57 -04:00
mmwave_fusion_bridge.py feat: ADR-063/064 mmWave sensor fusion + multimodal ambient intelligence (#269) 2026-03-15 16:10:10 -04:00
passive-radar.js feat: ADR-078 — 5 multi-frequency mesh applications 2026-04-03 08:52:50 -04:00
probe-fft-platform.py fix(verify): cross-platform deterministic proof — 6-decimal quantize + thread-pinning (closes #560) (#609) 2026-05-17 19:50:55 -04:00
provision.py fix: bug triage for #559, #561, #588 + CI fixes for fuzz/swarm tests (#590) 2026-05-17 17:00:37 -04:00
publish-huggingface.py feat: HuggingFace model publishing pipeline + model card 2026-04-02 22:04:16 -04:00
publish-huggingface.sh feat: HuggingFace model publishing pipeline + model card 2026-04-02 22:04:16 -04:00
qemu-chaos-test.sh feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
qemu-cli.sh feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
qemu-esp32s3-test.sh feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
qemu-mesh-test.sh chore(repo): rename rust-port/wifi-densepose-rs → v2/ (flatten to one level) (#427) 2026-04-25 21:28:13 -04:00
qemu-snapshot-test.sh feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
qemu_swarm.py fix: bug triage for #559, #561, #588 + CI fixes for fuzz/swarm tests (#590) 2026-05-17 17:00:37 -04:00
record-csi-udp.py feat: NaN-safe TCN + CSI UDP recorder for real ESP32 training (#362) 2026-04-06 17:18:41 -04:00
redact-secrets.py ADR-110: ESP32-C6 firmware extension (#764) 2026-05-23 15:34:48 -04:00
release-v0.5.4.sh feat: ADR-069 ESP32 CSI → Cognitum Seed RVF pipeline (v0.5.4-esp32) 2026-04-02 19:32:18 -04:00
rf-scan-multifreq.js feat: ADR-073 multi-frequency mesh RF scanning 2026-04-03 00:18:29 -04:00
rf-scan.js fix: add --bind flag for Windows firewall compatibility 2026-04-03 09:09:53 -04:00
rf-tomography.js feat: ADR-078 — 5 multi-frequency mesh applications 2026-04-03 08:52:50 -04:00
room-fingerprint.js feat: ADR-077 — 6 novel RF sensing applications 2026-04-03 08:50:48 -04:00
rotate-npm-token.sh chore(security): allow .env reads + add rotate-npm-token.sh 2026-05-25 10:32:46 -04:00
ruview-hap-bridge.py ADR-125 APPLE-FABRIC: RuView <-> Apple Home native HAP bridge (e2e on real C6) (#797) 2026-05-25 17:36:40 -04:00
ruview-sensing-server.py ADR-125 APPLE-FABRIC: RuView <-> Apple Home native HAP bridge (e2e on real C6) (#797) 2026-05-25 17:36:40 -04:00
rvagent-mcp-consumer.py ADR-125 APPLE-FABRIC: RuView <-> Apple Home native HAP bridge (e2e on real C6) (#797) 2026-05-25 17:36:40 -04:00
seed_csi_bridge.py fix: add --bind flag for Windows firewall compatibility 2026-04-03 09:09:53 -04:00
sleep-monitor.js feat: ADR-077 — 6 novel RF sensing applications 2026-04-03 08:50:48 -04:00
snn-csi-processor.js feat: ADR-074 spiking neural network for real-time CSI sensing 2026-04-03 00:34:31 -04:00
stress-monitor.js feat: ADR-077 — 6 novel RF sensing applications 2026-04-03 08:50:48 -04:00
swarm_health.py feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
through-wall-detector.js feat: ADR-078 — 5 multi-frequency mesh applications 2026-04-03 08:52:50 -04:00
train-camera-free.js feat: camera-free 17-keypoint pose training (10 sensor signals) 2026-04-02 23:05:07 -04:00
train-count.py feat(cog-person-count): v0.0.2 — K-fold + label-smoothing + temperature-calibrated (#699) 2026-05-21 19:47:04 -04:00
train-ruvllm.js fix: skip triplet JSON export for large datasets (>100K) 2026-04-03 09:37:08 -04:00
train-wiflow-supervised.js feat: scalable WiFlow model with 4 size presets (#362) 2026-04-06 14:55:35 -04:00
train-wiflow.js feat: ADR-072 WiFlow SOTA architecture — TCN + axial attention + pose decoder 2026-04-02 23:40:23 -04:00
training-config-sweep.json feat: GCloud GPU training pipeline + data collection + benchmarking 2026-04-02 22:04:57 -04:00
udp-relay.py fix(docker): UDP relay for multi-source ESP32 on Docker Desktop Windows (#502) 2026-05-17 18:01:44 -04:00
validate-esp32-mqtt.sh ADR-115: Home Assistant + Matter integration (#778) 2026-05-23 16:13:28 -04:00
validate-ha-blueprints.py ADR-115: Home Assistant + Matter integration (#778) 2026-05-23 16:13:28 -04:00
validate_mesh_test.py feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
validate_qemu_output.py ADR-081: Implement 5-layer adaptive CSI mesh firmware kernel (#404) 2026-04-20 10:38:23 -04:00
verify-cir-proof.sh feat(signal): ADR-134 CSI→CIR via ISTA + NeumannSolver warm-start (#837) 2026-05-28 16:24:37 -04:00
wiflow-model.js feat: ADR-072 WiFlow SOTA architecture — TCN + axial attention + pose decoder 2026-04-02 23:40:23 -04:00
witness-adr-115.sh ADR-115: Home Assistant + Matter integration (#778) 2026-05-23 16:13:28 -04:00