wifi-densepose/docs
rUv 02cb84e0bb
fix(vitals safety): non-finite CSI frame permanently froze breathing+HR via IIR-state poisoning (self-heal) + noise-never-Valid pin (#1079)
* fix(vitals): self-heal IIR filters after non-finite CSI frame (ADR-021/ADR-158 §A1)

The 2nd-order resonator bandpass_filter in BreathingExtractor and
HeartRateExtractor latches each output y[n] into the filter state
(y1/y2). A single non-finite amplitude residual from a corrupt CSI
frame produced a NaN output that was written into the state. The
existing extract() is_finite() guard dropped that one sample from the
history buffer but never sanitized the poisoned filter state, so every
subsequent output stayed NaN, was rejected too, and the sliding-window
history never refilled: breathing AND heart-rate extraction went
silently dead (returning None forever) until reset().

On the vitals alert path this is a safety-relevant denial of service —
one bad frame stops monitoring with no error surfaced. Same class as the
calibration NaN bug (ADR-154 §3) and the firmware vitals fixes
(#998/#996/#987): prior hardening guarded the history boundary but not
the filter-state boundary.

Fix: when bandpass_filter computes a non-finite output it resets the IIR
state to default and returns 0.0, so the resonator recovers on the next
clean frame (the 0.0 is still dropped by the caller's finite-check, so no
spurious sample enters history).

Also de-magic the safety-critical HR physiological plausibility band into
named HR_PLAUSIBLE_MIN_BPM/HR_PLAUSIBLE_MAX_BPM consts (value-identical
40/180 BPM).

Pinned by:
- breathing::tests::nan_frame_does_not_permanently_poison_filter (FAILS pre-fix)
- breathing::tests::inf_mid_stream_does_not_freeze_history (FAILS pre-fix)
- heartrate::tests::nan_frame_does_not_permanently_poison_filter (FAILS pre-fix)
- heartrate::tests::pure_noise_is_never_reported_valid (fabricated-vital negative)
- heartrate::tests::plausibility_band_constants_pinned (de-magic value pin)

wifi-densepose-vitals --no-default-features: 55->60 lib tests, 0 failed.
Workspace green (3370 passed, 0 failed). Python proof unchanged (vitals
off the deterministic proof's signal path).

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

* docs(vitals): record IIR NaN/inf self-heal fix (ADR-021, CHANGELOG)

Document the wifi-densepose-vitals filter-state poisoning fix in ADR-021
Implementation Notes (parallel to the firmware #998/#996/#987 robustness
class) and add a CHANGELOG [Unreleased] Fixed entry. Notes the confirmed
clean dimensions with evidence (flat -> None; noise -> low-confidence
Unreliable, never Valid; harmonic-rich breathing -> not a confident false
HR; out-of-band BPM clamped).

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-14 18:01:47 -04:00
..
adr fix(vitals safety): non-finite CSI frame permanently froze breathing+HR via IIR-state poisoning (self-heal) + noise-never-Valid pin (#1079) 2026-06-14 18:01:47 -04:00
archtocode-visual-overview docs: add visual architecture overview images (#208) 2026-05-17 18:18:07 -04:00
benchmarks docs(study): sharpest finding — the encoder barely matters for CSI pose 2026-05-31 03:43:14 -04:00
ddd docs: rvCSI edge RF sensing platform — PRD, ADR-095, DDD domain model 2026-05-12 23:15:10 +00:00
design HOMECORE: native Rust/WASM/TS port of Home Assistant — ADRs 125-134 implementation (#800) 2026-05-25 22:47:48 -04:00
edge-modules chore(repo): rename rust-port/wifi-densepose-rs → v2/ (flatten to one level) (#427) 2026-04-25 21:28:13 -04:00
huggingface fix(train): wire wifi-densepose-signal into the pipeline; correct MODEL_CARD env-sensor claim (#536) 2026-05-11 23:40:55 -04:00
integration feat: per-room calibration system (ADR-151) + cognitum-v0 appliance integration spec (#989) 2026-06-10 15:21:09 -04:00
integrations feat(adr-117): pip wifi-densepose modernization (PIP-PHOENIX) + ruview sibling release (#786) 2026-05-24 13:00:38 -04:00
prd docs: rvCSI edge RF sensing platform — PRD, ADR-095, DDD domain model 2026-05-12 23:15:10 +00:00
qe-reports chore(repo): move v1/ → archive/v1/ + add archive/README.md (#430) 2026-04-25 23:07:52 -04:00
releases ADR-115: Home Assistant + Matter integration (#778) 2026-05-23 16:13:28 -04:00
research fix(adr): resolve duplicate ADR numbers + close ADR-080 security + ADR-154 M1 signal backlog (#1051) 2026-06-13 14:31:38 -04:00
security HOMECORE: native Rust/WASM/TS port of Home Assistant — ADRs 125-134 implementation (#800) 2026-05-25 22:47:48 -04:00
tutorials docs(tutorials): Pi 5 + Hailo cluster rvcsi tutorial (#546) 2026-05-17 17:41:39 -04:00
ADR-110-BRANCH-STATE.md ADR-110: ESP32-C6 firmware extension (#764) 2026-05-23 15:34:48 -04:00
ADR-110-REVIEW-GUIDE.md ADR-110: ESP32-C6 firmware extension (#764) 2026-05-23 15:34:48 -04:00
RELEASE-streaming-engine-v0.3.0.md docs: RuView streaming-engine v0.3.0 release notes (intro + usage) 2026-05-29 08:46:12 -04:00
TROUBLESHOOTING.md fix(docker): UDP relay for multi-source ESP32 on Docker Desktop Windows (#502) 2026-05-17 18:01:44 -04:00
WITNESS-LOG-028.md feat(signal): ADR-135 — empty-room baseline calibration 2026-05-28 18:57:08 -04:00
WITNESS-LOG-110.md fix(firmware): C6 IDF v5.5 guard + HE-LTF host ingest + WITNESS-LOG-110 B1 resolution (#1005) (#1011) 2026-06-11 11:00:37 -04:00
build-guide.md chore(repo): move v1/ → archive/v1/ + add archive/README.md (#430) 2026-04-25 23:07:52 -04:00
proof-of-capabilities.md fix(adr): resolve duplicate ADR numbers + close ADR-080 security + ADR-154 M1 signal backlog (#1051) 2026-06-13 14:31:38 -04:00
readme-details.md ADR-152: WiFi-Pose SOTA 2026 intake — WiFlow-STD benchmark, Rust integrations, ADR-153 802.11bf layer, efficiency frontier (#1008) 2026-06-11 17:02:23 -04:00
security-audit-wasm-edge-vendor.md chore(repo): rename rust-port/wifi-densepose-rs → v2/ (flatten to one level) (#427) 2026-04-25 21:28:13 -04:00
user-guide-apple-homepod.md ADR-125 APPLE-FABRIC: RuView <-> Apple Home native HAP bridge (e2e on real C6) (#797) 2026-05-25 17:36:40 -04:00
user-guide.md feat(ADR-262 P3): live /api/field + /ws/field — RuView sensing speaks RuField (fail-closed egress) (#1071) 2026-06-14 13:55:41 -04:00
wifi-mat-user-guide.md chore(repo): rename rust-port/wifi-densepose-rs → v2/ (flatten to one level) (#427) 2026-04-25 21:28:13 -04:00