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wifi-densepose/docs
Claude 0e7e01c649 docs(adr): Add ADR-017 — ruvector integration for signal and MAT crates
ADR-017 documents 7 concrete integration points across wifi-densepose-signal
(ADR-014 SOTA algorithms) and wifi-densepose-mat (ADR-001 disaster detection):

Signal crate opportunities:
1. subcarrier_selection.rs → ruvector-mincut DynamicMinCut: dynamic O(n^1.5 log n)
   sensitive/insensitive subcarrier partitioning (vs static O(n log n) sort)
2. spectrogram.rs → ruvector-attn-mincut: self-attention gating over STFT time
   frames to suppress noise and multipath interference
3. bvp.rs → ruvector-attention: ScaledDotProductAttention for sensitivity-weighted
   BVP aggregation across subcarriers (replaces uniform sum)
4. fresnel.rs → ruvector-solver: NeumannSolver estimates unknown TX-body-RX
   geometry from multi-subcarrier Fresnel observations

MAT crate opportunities:
5. triangulation.rs → ruvector-solver: O(1) 2×2 Neumann system for multi-AP
   TDoA survivor localization (vs O(N^3) dense Gaussian elimination)
6. breathing.rs → ruvector-temporal-tensor: tiered compression reduces
   13.4 MB/zone breathing buffer to 3.4–6.7 MB (50–75% less)
7. heartbeat.rs → ruvector-temporal-tensor: per-frequency-bin tiered storage
   for micro-Doppler spectrograms with hot/warm/cold access tiers

Also fixes ADR-002 dependency strategy: replaces non-existent crate names
(ruvector-core, ruvector-data-framework, ruvector-consensus, ruvector-wasm
at "0.1") with the verified published v2.0.4 crates per ADR-016.

https://claude.ai/code/session_01BSBAQJ34SLkiJy4A8SoiL4
2026-02-28 16:03:55 +00:00
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