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Tick 8 — 2026-05-22 05:25 UTC

docs/research/sota-2026-05-22/ticks/tick-8.md

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Tick 8 — 2026-05-22 05:25 UTC

Thread: R6 (Fresnel forward model) Verdict: Working closed-form forward model + numpy demo. Bedrock physics that the entire wifi-densepose-signal DSP pipeline implicitly assumes is now explicit.

What shipped

  • examples/research-sota/r6_fresnel_zone.py — pure-numpy Fresnel-zone radius + per-subcarrier phase prediction. Four canonical scenarios over 802.11n/ac 20 MHz channels (52 subcarriers, 312.5 kHz spacing).
  • examples/research-sota/r6_fresnel_results.json — machine-readable predictions.
  • docs/research/sota-2026-05-22/R6-fresnel-forward-model.md — research note with the model, the demo headline numbers, what it gives each existing workspace module, R12's revision path with a basis, R10 range correction, honest scope.

Headline numbers

First Fresnel envelope (the "channel of maximum sensitivity"):

Link2.4 GHz @ midpoint5 GHz @ midpoint
2 m25 cm17 cm
5 m40 cm27 cm
10 m56 cm39 cm

A typical bedroom 5 m WiFi link has a ~40 cm wide ellipsoid where human occupancy dominates the CSI. Outside that, you're picking up only diffracted edge contributions.

Per-subcarrier phase predictions confirm what R5 measured experimentally: inside zone-1, phase spread across 20 MHz is < 0.5° (band-flat); outside zone-1, spread grows to 15° (band-dispersed). R5's band-spread top-subcarriers are now physically explained, not just measured.

Why this matters for the research loop

Three earlier threads were forced to bootstrap from data because no forward model existed:

  • R7 (mincut adversarial) — could only detect inconsistency, not predict expected. With R6, "physically inconsistent" has a precise definition: residual ≥ noise floor on all links simultaneously.
  • R10 (foliage range) — used FSPL + ITU foliage but ignored Fresnel-zone obstruction. R6 says the 100 m sparse-foliage range should be retracted to ~70 m (zone obstruction adds ~30% discount).
  • R12 (eigenshift, negative result) — failed because SVD spectrum loses spatial structure. R6's forward operator is the basis that R12's PABS revision needs.

Coordination

Tick-8 via ticks/tick-8.md. No PROGRESS.md edit. Branch research/sota-r6-fresnel-forward.

Remaining threads

R1 (ToA multistatic), R2 (room field model — partly subsumed by R6+R12 path), R3 (cross-room re-ID), R4 (federated learning), R11 (through-bulkhead maritime), R13 (contactless BP), R15 (RF biometric across rooms).

~6.6h to cron stop (12:00 UTC).