wifi-densepose/docs/adr
ruv fdd2b2a486 feat: ADR-027 Project MERIDIAN — Cross-Environment Domain Generalization
Deep SOTA research into WiFi sensing domain gap problem (2024-2026).
Proposes 7-phase implementation: hardware normalization, domain-adversarial
training with gradient reversal, geometry-conditioned FiLM inference,
virtual environment augmentation, few-shot rapid adaptation, and
cross-domain evaluation protocol.

Cites 10 papers: PerceptAlign, AdaPose, Person-in-WiFi 3D (CVPR 2024),
DGSense, CAPC, X-Fi (ICLR 2025), AM-FM, LatentCSI, Ganin GRL, FiLM.

Addresses the single biggest deployment blocker: models trained in one
room lose 40-70% accuracy in another room. MERIDIAN adds ~12K params
(67K total, still fits ESP32) for cross-layout + cross-hardware
generalization with zero-shot and few-shot adaptation paths.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-03-01 11:49:16 -05:00
..
ADR-001-wifi-mat-disaster-detection.md feat: Add wifi-densepose-mat disaster detection module 2026-01-13 17:24:50 +00:00
ADR-002-ruvector-rvf-integration-strategy.md docs(adr): Add ADR-017 — ruvector integration for signal and MAT crates 2026-02-28 16:03:55 +00:00
ADR-003-rvf-cognitive-containers-csi.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-004-hnsw-vector-search-fingerprinting.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-005-sona-self-learning-pose-estimation.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-006-gnn-enhanced-csi-pattern-recognition.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-007-post-quantum-cryptography-secure-sensing.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-008-distributed-consensus-multi-ap.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-009-rvf-wasm-runtime-edge-deployment.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-010-witness-chains-audit-trail-integrity.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-011-python-proof-of-reality-mock-elimination.md feat: Add 12 ADRs for RuVector RVF integration and proof-of-reality 2026-02-28 06:13:04 +00:00
ADR-012-esp32-csi-sensor-mesh.md docs(adr-012): Update ESP32 CSI sensor mesh ADR to reflect implementation 2026-02-28 13:48:06 -05:00
ADR-013-feature-level-sensing-commodity-gear.md feat: Sensing-only UI mode with Gaussian splat visualization and Rust migration ADR 2026-02-28 14:37:29 -05:00
ADR-014-sota-signal-processing.md feat: Implement ADR-014 SOTA signal processing (6 algorithms, 83 tests) 2026-02-28 14:34:16 +00:00
ADR-015-public-dataset-training-strategy.md docs: Update ADR-015 with verified dataset specs from research 2026-02-28 15:14:50 +00:00
ADR-016-ruvector-integration.md docs(adr): Mark ADR-016 as Accepted — all 5 integrations complete 2026-02-28 15:46:44 +00:00
ADR-017-ruvector-signal-mat-integration.md fix: Complete ADR-011 mock elimination and fix all test stubs 2026-02-28 16:59:34 +00:00
ADR-018-esp32-dev-implementation.md docs(adr-018): Add ESP32 development implementation ADR 2026-02-28 17:11:51 +00:00
ADR-019-sensing-only-ui-mode.md feat: Sensing-only UI mode with Gaussian splat visualization and Rust migration ADR 2026-02-28 14:37:29 -05:00
ADR-020-rust-ruvector-ai-model-migration.md feat: Sensing-only UI mode with Gaussian splat visualization and Rust migration ADR 2026-02-28 14:37:29 -05:00
ADR-021-vital-sign-detection-rvdna-pipeline.md feat: Training mode, ADR docs, vitals and wifiscan crates 2026-02-28 23:50:20 -05:00
ADR-022-windows-wifi-enhanced-fidelity-ruvector.md feat: Training mode, ADR docs, vitals and wifiscan crates 2026-02-28 23:50:20 -05:00
ADR-023-trained-densepose-model-ruvector-pipeline.md feat: Training mode, ADR docs, vitals and wifiscan crates 2026-02-28 23:50:20 -05:00
ADR-024-contrastive-csi-embedding-model.md feat: ADR-024 Contrastive CSI Embedding Model — all 7 phases (#52) 2026-03-01 01:44:38 -05:00
ADR-025-macos-corewlan-wifi-sensing.md feat: Add macOS CoreWLAN WiFi sensing adapter and user guide 2026-03-01 02:15:44 -05:00
ADR-026-survivor-track-lifecycle.md feat(mat): add ADR-026 + survivor track lifecycle module (WIP) 2026-03-01 07:53:28 +00:00
ADR-027-cross-environment-domain-generalization.md feat: ADR-027 Project MERIDIAN — Cross-Environment Domain Generalization 2026-03-01 11:49:16 -05:00