wifi-densepose/docs
rUv fecb1da252
research(R20.2): threshold-based hand-off — works at 0.5 m, harmonic gap at 1 m surfaces Pan-Tompkins requirement (#746)
Implements R20.1's catalogued refinement: when NV conf > 60% AND
amplitude > 3 pT, trust NV entirely.

Mixed result (5 distances):
- 0.5 m: NV=72.00 ✓, smart=72.0 (+0.0 error, NV trusted) ✓
- 1.0 m: NV=144 (harmonic!), smart trusts wrong NV (+72 BPM error)
- 1.5 m+: falls back to weighted (NV conf below threshold)

Production lesson: the threshold-based policy is correct in spirit
but incorrect with simple FFT rate estimator (picks harmonics).
Production needs:
1. Harmonic rejection (Pan-Tompkins QRS or autocorrelation)
2. Cross-check vs breathing band
3. Per-frame plausibility window

R20.1's 'production needs Pan-Tompkins' note is confirmed BINDING,
not nice-to-have, before threshold hand-off can ship.

ADR-114 implementation budget refined: +30-50 LOC for Pan-Tompkins.

Five-step quantum arc:
- R20 vision (tick 37)
- Doc 17 bridge (tick 38)
- ADR-114 spec (tick 39)
- R20.1 working demo (tick 40)
- R20.2 threshold refinement (this tick)

Production ADR-114 cog now has all known refinements catalogued
BEFORE any Rust code is written.

Honest mixed result — catalogue-then-revisit pattern works:
R20.1 flagged production gap; R20.2 attempted fix; fix surfaced
deeper gap (harmonic rejection). Three layers of refinement.
2026-05-22 07:57:48 -04:00
..
adr adr-114: cog-quantum-vitals — first quantum-augmented cog spec, recovers R13 NEGATIVE (#742) 2026-05-22 07:37:44 -04:00
archtocode-visual-overview docs: add visual architecture overview images (#208) 2026-05-17 18:18:07 -04:00
benchmarks docs(bench): append v0.0.2 section to person-count benchmark log 2026-05-21 19:47:55 -04:00
ddd docs: rvCSI edge RF sensing platform — PRD, ADR-095, DDD domain model 2026-05-12 23:15:10 +00:00
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
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
research research(R20.2): threshold-based hand-off — works at 0.5 m, harmonic gap at 1 m surfaces Pan-Tompkins requirement (#746) 2026-05-22 07:57:48 -04:00
tutorials docs(tutorials): Pi 5 + Hailo cluster rvcsi tutorial (#546) 2026-05-17 17:41:39 -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 chore(repo): move v1/ → archive/v1/ + add archive/README.md (#430) 2026-04-25 23:07:52 -04:00
build-guide.md chore(repo): move v1/ → archive/v1/ + add archive/README.md (#430) 2026-04-25 23:07:52 -04:00
readme-details.md docs(readme): split details to docs/readme-details.md and reorganize 2026-04-29 19:34:24 -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.md docs: truth-up README + user-guide on Hugging Face model release (#637) 2026-05-19 13:03:54 -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