Commit Graph

2 Commits

Author SHA1 Message Date
Claude 42485495ed feat(ruview-unified): complete Gaussian update loop, separable delay-Doppler, property-tested boundary hardening
Third increment: closes the remaining implementable ADR-275 update-loop
steps, optimizes the delay-Doppler transform, and hardens every boundary
surface with property testing that found and fixed three real
input-controlled defects.

- ADR-275 update loop: GaussianMap::merge_overlapping (step 5 — mutual
  Mahalanobis + semantic-compatibility dedup catching drift the
  insert-time ±1-cell gate misses; orthogonal semantics stay separate)
  and lifetime-aware decay (step 7 — tau_eff = tau*(1+ln(1+lifetime/tau))
  so confirmed structures outlive transients at equal nominal tau).
- Separable delay-Doppler (ADR-281): O(B^2*S + S^2*B) instead of
  O(B^2*S^2), proven equivalent to the direct reference to <1e-10 and
  measured 8.3x faster (520us vs 4.34ms at 56x8). Direct form kept as
  the benchmark baseline + equivalence oracle.
- Security property tests (tests/security_boundaries.rs, 8 proptest
  properties over arbitrary values incl. NaN/inf via f64::from_bits).
  Found and fixed:
  * ble_cs_range unwrap infinite loop on non-finite phase (+inf) and
    ~1e299-iteration loop on finite-huge phase -> O(1) modular unwrap +
    plausibility bound (|phase| <= 1e6 rad);
  * subnormal Gaussian scale (5e-324) overflowing 1/sigma^2 to NaN
    density -> physical bounds (sigma in [1e-6, 1e4] m, occupancy in
    [0, 1e6] nepers/m).
  Properties proven: tensor/Gaussian/BoundedEvent constructors never
  panic; policy engine fail-closed for every (purpose,grants,zone);
  raw export structurally unreachable; coherent fusion rejects every
  non-finite/out-of-bounds sync state; occupancy reps never retain
  identity.
- New criterion benches for all increment-2/3 hot paths (to_canonical
  38us, ble_cs_range 481ns, AoI planner 647ns/200 regions, coherent
  fusion 1.5us/32 members, factorized pose 521ns, delay-Doppler
  separable vs direct).

Validation: ruview-unified 98 tests (87 lib + 3 acceptance + 8
security), 0 failed, clippy-clean; Python proof VERDICT PASS. Witness
bundle regeneration still blocked on the desktop/Tauri crate's GTK dev
headers (unavailable in this container) — pre-existing environment
limitation, flagged for the release owner.

Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01Q1R5zhz6sSfXGRXpgBwpFX
2026-07-26 20:29:58 +00:00
Claude a1a59baf72 feat(ruview-unified): unified RF spatial world model P1 (ADR-273..278)
One shared representation instead of another isolated RF classifier: new
v2 leaf crate ruview-unified implementing all five ADR-273 pillars, plus
six ADRs with measured, grade-labeled results.

- Canonical RfTensor + fail-closed hardware adapter registry (802.11 CSI
  via wifi-densepose-core::CsiFrame, FMCW radar cubes, UWB CIR, 5G SRS);
  shared layout/gain/phase normalization proven by tests (ADR-274).
- Universal RF foundation encoder: CFO-aligned, median-scaled tokenizer;
  masked-reconstruction pretraining with hand-derived backprop verified
  against central finite differences (max rel err 1.31e-5 over all 12
  parameter groups); fusion contract z = Enc ⊙ σ(AgeEnc) + GeomEnc;
  task adapters under the 1% budget (129/268/387/2 params vs 40,856
  backbone), enforced by test.
- RF-aware Gaussian spatial memory: anisotropic primitives with per-band
  reflectivity, confidence-weighted fusion, decay, spatial-hash/semantic
  queries, closed-form Beer-Lambert channel gain (exact Friis on empty
  map), inverse gain updates (unseen 6.1 dB wall learned to <0.5 dB in
  20 observations), task-gated scene graph (ADR-275).
- Physics-guided synthetic RF worlds: image-method multipath (order ≤2),
  complex-permittivity Fresnel materials, emergent Doppler proven against
  the analytic phase rate, seeded ChaCha20 randomization of physics and
  hardware nuisances; byte-deterministic per seed (ADR-276).
- Edge sensing control plane: 802.11bf/ETSI-ISAC-aligned purposes/zones,
  fail-closed authorization, double-gated identity, retention bounds;
  BoundedEvent-only trust boundary makes raw RF export unrepresentable
  (ADR-277). Radar inverse rendering stays a gated research program
  (ADR-278, no code by design).

Anti-leakage acceptance pipeline (strict splits by room/day/person/
chipset/firmware/layout with independent disjointness verification):
presence F1 1.00 on held-out rooms and held-out chipset, degradation
0.0, ECE 0.012, p95 latency 2.0 ms debug / 105 µs release — ALL
SYNTHETIC until P2 real-data validation.

Benchmarks + optimization pass: channel_gain 139→27 µs (O(1) in map
size via segment-corridor AABB sweep), observe_link 305→74 µs, DFT
twiddle plan 4.9x; hash/linear crossover (~4k Gaussians) reported
honestly.

Tests: ruview-unified 66 unit + 3 acceptance, 0 failed; workspace
3,771 passed 0 failed (--exclude wifi-densepose-desktop: GTK headers
unavailable in this container). Python proof: VERDICT PASS. Also
gitignore sensing-server test-run artifacts (incl. generated
session-secret).

Co-Authored-By: claude-flow <ruv@ruv.net>
Claude-Session: https://claude.ai/code/session_01Q1R5zhz6sSfXGRXpgBwpFX
2026-07-26 19:03:39 +00:00