dearsky/wifi-densepose
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claude/use-cases-implementation-plan-tT4s9
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25 Commits

Author SHA1 Message Date
Claude
ab851e2cf2 chore: Update claude-flow daemon state 
https://claude.ai/code/session_01BSBAQJ34SLkiJy4A8SoiL4
 2026-02-28 16:37:15 +00:00
Claude
18170d7daf 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
 2026-02-28 16:22:39 +00:00
Claude
cca91bd875 feat(adr-017): Implement ruvector integrations in signal crate (partial) 
Agents completed three of seven ADR-017 integration points:

1. subcarrier_selection.rs — ruvector-mincut: mincut_subcarrier_partition
   partitions subcarriers into (sensitive, insensitive) groups using
   DynamicMinCut. O(n^1.5 log n) amortized vs O(n log n) static sort.
   Includes test: mincut_partition_separates_high_low.

2. spectrogram.rs — ruvector-attn-mincut: gate_spectrogram applies
   self-attention (Q=K=V) over STFT time frames to suppress noise and
   multipath interference frames. Configurable lambda gating strength.
   Includes tests: preserves shape, finite values.

3. bvp.rs — ruvector-attention stub added (in progress by agent).

4. Cargo.toml — added ruvector-mincut, ruvector-attn-mincut,
   ruvector-temporal-tensor, ruvector-solver, ruvector-attention
   as workspace deps in wifi-densepose-signal crate.

Cargo.lock updated for new dependencies.

Remaining ADR-017 integrations (fresnel.rs, MAT crate) still in
progress via background agents.

https://claude.ai/code/session_01BSBAQJ34SLkiJy4A8SoiL4
 2026-02-28 16:10:18 +00:00
Claude
6c931b826f feat(claude-flow): Init claude-flow v3, pretrain on repo, update CLAUDE.md 
- Run npx @claude-flow/cli@latest init --force: 115 files created
  (agents, commands, helpers, skills, settings, MCP config)
- Initialize memory.db (147 KB): 84 files analyzed, 30 patterns
  extracted, 46 trajectories evaluated via 4-step RETRIEVE/JUDGE/DISTILL/CONSOLIDATE
- Run pretraining with MoE model: hyperbolic Poincaré embeddings,
  3 contradictions resolved, all-MiniLM-L6-v2 ONNX embedding index
- Include .claude/memory.db and .claude-flow/metrics/learning.json in
  repo for team sharing (semantic search available to all contributors)
- Update CLAUDE.md: add wifi-densepose project context, key crates,
  ruvector integration map, correct build/test commands for this repo,
  ADR cross-reference (ADR-014 through ADR-017)

https://claude.ai/code/session_01BSBAQJ34SLkiJy4A8SoiL4
 2026-02-28 16:06:55 +00:00
Claude
45143e494d chore: Update claude-flow daemon state and metrics 
https://claude.ai/code/session_01BSBAQJ34SLkiJy4A8SoiL4
 2026-02-28 15:47:15 +00:00
Claude
6449539eac chore: Update daemon state and metrics 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 14:43:34 +00:00
Claude
f825cf7693 chore: Update daemon state 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 14:37:38 +00:00
Claude
7a13d46e13 chore: Update daemon state and metrics 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 14:34:49 +00:00
Claude
63c3d0f9fc chore: Update daemon state and metrics 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 14:22:03 +00:00
Claude
340bbe386b chore: Update daemon state and metrics 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 14:16:10 +00:00
Claude
a92d5dc9b0 chore: Update daemon state and metrics 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 13:49:32 +00:00
Claude
d9f6ee0374 chore: Update daemon state 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 13:43:22 +00:00
Claude
8583f3e3b5 feat: Add guided installer with hardware detection and RVF build profiles 
- install.sh: 7-step interactive installer detecting system, toolchains,
  WiFi hardware (interfaces, ESP32 USB, Intel CSI debug), and recommending
  the best build profile (verify/python/rust/browser/iot/docker/field/full)
- Rust is the primary recommended runtime (810x faster than Python)
- Makefile: 15+ targets including make install, make check, make build-rust,
  make build-wasm, make bench, make run-api, make run-viz
- README: Updated installation section with Rust-primary ordering, removed
  mock testing references, added v2.2.0 changelog entry

https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 13:41:47 +00:00
Claude
13035c0192 chore: Update daemon state 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 09:12:45 +00:00
Claude
a9d7197a51 chore: Update daemon state 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 07:55:21 +00:00
Claude
a0f96a897f chore: Update daemon state and codebase map 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 07:05:03 +00:00
Claude
ea452ba5fc chore: Update daemon state 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 06:54:06 +00:00
Claude
195f7150ac chore: Update claude-flow daemon state 
https://claude.ai/code/session_01Ki7pvEZtJDvqJkmyn6B714
 2026-02-28 06:50:13 +00:00
Claude
2eb23c19e2 chore: Update claude-flow daemon state 2026-01-13 18:23:43 +00:00
Claude
8a43e8f355 chore: Update claude-flow daemon state 2026-01-13 18:06:52 +00:00
Claude
cd877f87c2 docs: Add comprehensive wifi-Mat user guide and fix compilation 
- Add detailed wifi-Mat user guide covering:
  - Installation and setup
  - Detection capabilities (breathing, heartbeat, movement)
  - Localization system (triangulation, depth estimation)
  - START protocol triage classification
  - Alert system with priority escalation
  - Field deployment guide
  - Hardware setup requirements
  - API reference and troubleshooting

- Update main README.md with wifi-Mat section and links

- Fix compilation issues:
  - Add missing deadline field in AlertPayload
  - Fix type ambiguity in powi calls
  - Resolve borrow checker issues in scan_cycle
  - Export CsiDataBuffer from detection module
  - Add missing imports in test modules

- All 83 tests now passing
 2026-01-13 17:55:50 +00:00
Claude
a5044b0b4c chore: Update claude-flow daemon state 2026-01-13 17:25:29 +00:00
Claude
7eb7516a41 chore: Update claude-flow daemon state 2026-01-13 03:39:19 +00:00
Claude
db9b54350e chore: Update claude-flow daemon state 2026-01-13 03:12:05 +00:00
Claude
6ed69a3d48 feat: Complete Rust port of WiFi-DensePose with modular crates 
Major changes:
- Organized Python v1 implementation into v1/ subdirectory
- Created Rust workspace with 9 modular crates:
  - wifi-densepose-core: Core types, traits, errors
  - wifi-densepose-signal: CSI processing, phase sanitization, FFT
  - wifi-densepose-nn: Neural network inference (ONNX/Candle/tch)
  - wifi-densepose-api: Axum-based REST/WebSocket API
  - wifi-densepose-db: SQLx database layer
  - wifi-densepose-config: Configuration management
  - wifi-densepose-hardware: Hardware abstraction
  - wifi-densepose-wasm: WebAssembly bindings
  - wifi-densepose-cli: Command-line interface

Documentation:
- ADR-001: Workspace structure
- ADR-002: Signal processing library selection
- ADR-003: Neural network inference strategy
- DDD domain model with bounded contexts

Testing:
- 69 tests passing across all crates
- Signal processing: 45 tests
- Neural networks: 21 tests
- Core: 3 doc tests

Performance targets:
- 10x faster CSI processing (~0.5ms vs ~5ms)
- 5x lower memory usage (~100MB vs ~500MB)
- WASM support for browser deployment
 2026-01-13 03:11:16 +00:00