wifi-densepose/rust-port/wifi-densepose-rs/crates
Claude a7dd31cc2b
feat(train): Complete all 5 ruvector integrations — ADR-016
All integration points from ADR-016 are now implemented:

1. ruvector-mincut → metrics.rs: DynamicPersonMatcher wraps
   DynamicMinCut for O(n^1.5 log n) amortized multi-frame person
   assignment; keeps hungarian_assignment for deterministic proof.

2. ruvector-attn-mincut → model.rs: apply_antenna_attention bridges
   tch::Tensor to attn_mincut (Q=K=V self-attention, lambda=0.3).
   ModalityTranslator.forward_t now reshapes CSI to [B, n_ant, n_sc],
   gates irrelevant antenna-pair correlations, reshapes back.

3. ruvector-attention → model.rs: apply_spatial_attention uses
   ScaledDotProductAttention over H×W spatial feature nodes.
   ModalityTranslator gains n_ant/n_sc fields; WiFiDensePoseModel::new
   computes and passes them.

4. ruvector-temporal-tensor → dataset.rs: CompressedCsiBuffer wraps
   TemporalTensorCompressor with tiered quantization (hot/warm/cold)
   for 50-75% CSI memory reduction. Multi-segment tracking via
   segment_frame_starts prefix-sum index for O(log n) frame lookup.

5. ruvector-solver → subcarrier.rs: interpolate_subcarriers_sparse
   uses NeumannSolver for O(√n) sparse Gaussian basis interpolation
   of 114→56 subcarrier resampling with λ=0.1 Tikhonov regularization.

cargo check -p wifi-densepose-train --no-default-features: 0 errors.

https://claude.ai/code/session_01BSBAQJ34SLkiJy4A8SoiL4
2026-02-28 15:46:22 +00:00
..
wifi-densepose-api feat: Complete Rust port of WiFi-DensePose with modular crates 2026-01-13 03:11:16 +00:00
wifi-densepose-cli feat: Add wifi-Mat disaster detection enhancements 2026-01-13 18:23:03 +00:00
wifi-densepose-config feat: Complete Rust port of WiFi-DensePose with modular crates 2026-01-13 03:11:16 +00:00
wifi-densepose-core security: Fix 10 vulnerabilities, remove 12 dead code instances 2026-02-28 07:04:22 +00:00
wifi-densepose-db feat: Complete Rust port of WiFi-DensePose with modular crates 2026-01-13 03:11:16 +00:00
wifi-densepose-hardware feat: Complete ADR-001, ADR-009, ADR-012 implementations with zero mocks 2026-02-28 14:15:26 +00:00
wifi-densepose-mat feat: Complete ADR-001, ADR-009, ADR-012 implementations with zero mocks 2026-02-28 14:15:26 +00:00
wifi-densepose-nn security: Fix 10 vulnerabilities, remove 12 dead code instances 2026-02-28 07:04:22 +00:00
wifi-densepose-signal feat: Implement ADR-014 SOTA signal processing (6 algorithms, 83 tests) 2026-02-28 14:34:16 +00:00
wifi-densepose-train feat(train): Complete all 5 ruvector integrations — ADR-016 2026-02-28 15:46:22 +00:00
wifi-densepose-wasm feat: Complete ADR-001, ADR-009, ADR-012 implementations with zero mocks 2026-02-28 14:15:26 +00:00