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:
@@ -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"] }
|
||||
|
||||
Reference in New Issue
Block a user