wifi-densepose/docs
rUv 865f9dee77
perf(beyond-sota): ADR-154 M2 — FFT planner hoist (1.84x, bit-identical) + 3 honest perf nulls + boundary tests (#1055)
* perf(signal): hoist FFT planner across subcarriers (ADR-154 §7.4 #20)

compute_multi_subcarrier_spectrogram called compute_spectrogram once per
subcarrier, and each call built a fresh FftPlanner + re-planned the same
length-window_size FFT. Hoist the plan + window out of the per-subcarrier
loop via a new compute_spectrogram_with_plan core that takes a pre-planned
Arc<dyn Fft> and pre-built window. compute_spectrogram delegates to it
(unchanged behaviour); the multi-subcarrier path plans once and reuses.

MEASURED-HOT (dsp_perf_bench, this box): at 56 subcarriers, window 128,
fresh-planner-per-subcarrier 467.88 µs -> hoisted-plan 254.75 µs = 1.84x;
window 256: 627.27 µs -> 448.39 µs = 1.40x. Plan-forward cost alone is
~1.86 µs (w128), x56 subcarriers ~= the removed delta.

Output is bit-identical: multi_subcarrier_hoisted_plan_bit_identical
compares f64::to_bits of every spectrogram value + freq/time resolution
against the per-call fresh-planner path across all 4 window functions x
{power,magnitude} on a 56-subcarrier matrix. The numeric STFT body is the
old loop verbatim; only plan/window construction is lifted.

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

* test(signal): boundary/tolerance tests for ADR-154 §7.4 #14 #16 #19

Three "+ test" backlog gaps closed — pure additions, no behaviour change
(phase_align refactor is internal: estimate_phase_offsets still returns the
identical offset vector; a counted core is split out only to observe the
iteration count).

#14 cir.rs fft_operator — fft_operator_within_tolerance_of_dense_canonical56:
  the opt-in FFT Φ/Φᴴ path changes the witness hash, so pin it numerically
  CLOSE to the dense path (not silently divergent). Asserts the full Cir
  output (every tap within 1e-2·dominant, dominant idx/ratio, active_tap_count,
  ranging_valid, rms_delay_spread) on the production canonical-56 config
  across τ ∈ {20,50,90} ns. Extends the existing HT20/single-τ test.

#16 phase_align.rs — refinement_terminates_at_iteration_cap_when_not_converging:
  forces non-convergence (tolerance=0.0, unreachable) and asserts the loop
  runs exactly max_iterations then returns — proving the cap, not convergence,
  bounds the loop (no infinite spin). Companion
  refinement_converges_before_cap_on_easy_input proves the cap is an upper
  bound, not the only exit.

#19 csi_ratio.rs — ratio_finite_at_and_below_1e_12_epsilon: the module
  implements the CSI ratio as the conjugate product H_i·conj(H_j) (no
  division), so it is finite even at/below the 1e-12 magnitude boundary a
  naive H_i/H_j division would need an epsilon to guard. Pins finiteness +
  bit-exact conjugate product at the boundary (zero target → zero, never
  inf/NaN), through the amplitude/phase extraction.

cargo test -p wifi-densepose-signal --no-default-features --lib: 447 passed,
0 failed; --features cir --lib: 447 passed, 0 failed.

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

* docs(adr-154): record Milestone-2 P2-perf verdicts + boundary tests (§7.4)

§7.4: #20 MEASURED-HOT (1.40–1.84× spectrogram FFT-plan hoist, bit-identical);
#5/#6/#7 MEASURED-NULL (benched, not hot, left as-is — sub-µs / stack-only /
alloc-once); #8 MEASUREMENT-ONLY (per-call 56×56 eigh cost; eigenvalue/BLAS
backend un-buildable on this Windows host, number deferred to a BLAS box, NOT
fabricated; also corrects the finding — extract_perturbation reuses cached
modes, the recompute is in estimate_occupancy). #14/#16/#19 RESOLVED (tolerance
/ convergence-cap / epsilon-boundary tests). Updated §7.4 intro + Horizon-ledger
(deferred count 41→36). CHANGELOG [Unreleased] entry added.

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

* bench(signal): committed P2 bench-first benches (ADR-154 §7.4 #5/#6/#7/#8/#20)

New dsp_perf_bench.rs backs every Milestone-2 perf verdict with a committed
criterion bench — no speedup claimed without a before/after number here, and
a benched NULL is the proof a micro-opt was unnecessary (the §5.x "already
amortized" pattern). Registered in Cargo.toml [[bench]].

MEASURED (this box, criterion medians):
  #20 spectrogram_multi_subcarrier (fresh vs hoisted plan):
      MEASURED-HOT — 467.88→254.75 µs (1.84x) @ sc56/w128; 627.27→448.39 µs
      (1.40x) @ sc56/w256. Optimized in the prior commit.
  #5 multistatic_attention/weights: MEASURED-NULL — 181 ns (2 nodes) ..
      848 ns (8 nodes); sub-µs, no hot-path alloc — left as-is.
  #6 tomography_reconstruct/solve: MEASURED-NULL — 47.5 µs (16 links) /
      60.4 µs (32 links) for a full 50-iter ISTA solve; the 2 per-solve voxel
      buffers (~4 KB) are negligible vs O(iters·links·voxels) compute, and
      reconstruct(&self) reuses them across iterations already — left as-is.
  #7 pose_kalman_update/cycles: MEASURED-NULL — 150 ns (17 kpts) / 2.82 µs
      (170); the Kalman "gain matrices" are fixed-size STACK arrays
      ([[f32;3];6]), zero heap — nothing to reuse — left as-is.
  #8 field_model_occupancy (eigenvalue feature): MEASUREMENT-ONLY — quantifies
      the per-call n×n eigendecomposition cost; incremental SVD is a sized
      future project, not attempted (number recorded in ADR-154 §7.4).

Reproduce:
  cargo bench -p wifi-densepose-signal --no-default-features --bench dsp_perf_bench
  cargo bench -p wifi-densepose-signal --bench dsp_perf_bench  # adds #8

Cargo.lock: dev-dep (criterion/clap) graph + crate version bumps from the
build; no runtime-dependency change.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-06-13 17:34:37 -04:00
..
adr perf(beyond-sota): ADR-154 M2 — FFT planner hoist (1.84x, bit-identical) + 3 honest perf nulls + boundary tests (#1055) 2026-06-13 17:34:37 -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 fix(adr): resolve duplicate ADR numbers + close ADR-080 security + ADR-154 M1 signal backlog (#1051) 2026-06-13 14:31:38 -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