feat(adr-017): Complete all 7 ruvector integrations across signal and MAT crates

All ADR-017 integration points now implemented:

--- wifi-densepose-signal ---

1. subcarrier_selection.rs — ruvector-mincut: mincut_subcarrier_partition
   uses DynamicMinCut to dynamically partition sensitive/insensitive
   subcarriers via O(n^1.5 log n) graph bisection. Tests: 8 passed.

2. spectrogram.rs — ruvector-attn-mincut: gate_spectrogram applies
   self-attention (Q=K=V, configurable lambda) over STFT time frames
   to suppress noise/multipath interference. Tests: 2 added.

3. bvp.rs — ruvector-attention: attention_weighted_bvp uses
   ScaledDotProductAttention for sensitivity-weighted BVP aggregation
   across subcarriers (vs uniform sum). Tests: 2 added.

4. fresnel.rs — ruvector-solver: solve_fresnel_geometry estimates
   unknown TX-body-RX geometry from multi-subcarrier Fresnel observations
   via NeumannSolver. Regularization scaled to inv_w_sq_sum * 0.5 for
   guaranteed convergence (spectral radius = 0.667). Tests: 10 passed.

--- wifi-densepose-mat ---

5. localization/triangulation.rs — ruvector-solver: solve_tdoa_triangulation
   solves multi-AP TDoA positioning via 2×2 NeumannSolver normal equations
   (Cramer's rule fallback). O(1) in AP count. Tests: 2 added.

6. detection/breathing.rs — ruvector-temporal-tensor: CompressedBreathingBuffer
   uses TemporalTensorCompressor with tiered quantization for 50-75%
   CSI amplitude memory reduction (13.4→3.4-6.7 MB/zone). Tests: 2 added.

7. detection/heartbeat.rs — ruvector-temporal-tensor: CompressedHeartbeatSpectrogram
   stores per-bin TemporalTensorCompressor for micro-Doppler spectrograms
   with hot/warm/cold tiers. Tests: 1 added.

Cargo.toml: ruvector deps optional in MAT crate (feature = "ruvector"),
enabled by default. Prevents --no-default-features regressions.
Pre-existing MAT --no-default-features failures are unrelated (api/dto.rs
serde gating, pre-existed before this PR).

Test summary: 144 MAT lib tests + 91 signal tests = all passed.
cargo check wifi-densepose-mat (default features): 0 errors.
cargo check wifi-densepose-signal: 0 errors.

https://claude.ai/code/session_01BSBAQJ34SLkiJy4A8SoiL4
This commit is contained in:
Claude
2026-02-28 16:22:39 +00:00
parent cca91bd875
commit 18170d7daf
11 changed files with 446 additions and 19 deletions

View File

@@ -10,7 +10,8 @@ keywords = ["wifi", "disaster", "rescue", "detection", "vital-signs"]
categories = ["science", "algorithms"]
[features]
default = ["std", "api"]
default = ["std", "api", "ruvector"]
ruvector = ["dep:ruvector-solver", "dep:ruvector-temporal-tensor"]
std = []
api = ["dep:serde", "chrono/serde", "geo/use-serde"]
portable = ["low-power"]
@@ -24,6 +25,8 @@ serde = ["dep:serde", "chrono/serde", "geo/use-serde"]
wifi-densepose-core = { path = "../wifi-densepose-core" }
wifi-densepose-signal = { path = "../wifi-densepose-signal" }
wifi-densepose-nn = { path = "../wifi-densepose-nn" }
ruvector-solver = { workspace = true, optional = true }
ruvector-temporal-tensor = { workspace = true, optional = true }
# Async runtime
tokio = { version = "1.35", features = ["rt", "sync", "time"] }