wifi-densepose/firmware/esp32-csi-node/main
rUv 6f23e89909
fix: deep review optimizations — firmware + server
* feat(signal): subcarrier importance weighting via mincut partition (Phase 1)

Adds subcarrier_importance_weights() to ruvector signal crate — converts
mincut partition into per-subcarrier float weights (>1.0 for sensitive,
0.5 for insensitive subcarriers).

Sensing server now uses weighted mean/variance in extract_features_from_frame
instead of treating all 56 subcarriers equally. This emphasizes body-motion-
sensitive subcarriers and reduces noise from static multipath.

Expected: ~26% reduction in keypoint jitter (±15cm → ±11cm RMS).

284 tests pass (191 trainer + 51 lib + 18 vital_signs + 16 dataset + 8 multi_node).

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(firmware): stack overflow risk + tick-rate independence (review findings)

Critical fixes from deep review:

1. **Stack overflow prevention**: Moved BPM scratch buffers (br_buf, hr_buf)
   from stack to static storage in both process_frame() and
   update_multi_person_vitals(). Combined stack was ~6.5-7.5 KB of 8 KB
   limit — now reduced by ~4 KB to safe margins.

2. **Tick-rate independence**: Post-batch yield now uses
   pdMS_TO_TICKS(20) with min-1 guard instead of raw vTaskDelay(2).
   Previously assumed 100Hz tick rate.

3. **EDGE_BATCH_LIMIT to header**: Moved from local const to
   edge_processing.h #define for configurability.

Firmware builds clean at 843 KB.

Co-Authored-By: claude-flow <ruv@ruv.net>

* fix(server): stale node eviction, remove unsafe pointer (review findings)

Critical fixes from deep review:

1. **Stale node eviction**: node_states HashMap now evicts nodes with no
   frame for >60 seconds, every 100 ticks. Prevents unbounded memory
   growth and stale smoothing data when nodes are replaced.

2. **Remove unsafe raw pointer**: Replaced the unsafe raw pointer to
   adaptive_model (used to break borrow checker deadlock with
   node_states) with a safe .clone() before the mutable borrow.
   AdaptiveModel derives Clone so this is a clean copy.

284 tests pass, zero failures.

Co-Authored-By: claude-flow <ruv@ruv.net>
2026-03-30 13:31:07 -04:00
..
CMakeLists.txt feat: happiness scoring pipeline + ESP32 swarm with Cognitum Seed (#285) 2026-03-20 18:46:34 -04:00
Kconfig.projbuild fix(firmware): fall detection, 4MB flash, QEMU CI (#263, #265) 2026-03-15 11:49:29 -04:00
csi_collector.c fix(firmware): use NVS node_id instead of Kconfig constant (#279) 2026-03-16 15:12:45 -04:00
csi_collector.h feat: complete vendor repos, add edge intelligence and WASM modules 2026-03-02 23:53:25 -05:00
display_hal.c docs: update README with ADR-045–048, Observatory, adaptive classifier, AMOLED display 2026-03-05 10:20:48 -05:00
display_hal.h docs: update README with ADR-045–048, Observatory, adaptive classifier, AMOLED display 2026-03-05 10:20:48 -05:00
display_task.c docs: update README with ADR-045–048, Observatory, adaptive classifier, AMOLED display 2026-03-05 10:20:48 -05:00
display_task.h docs: update README with ADR-045–048, Observatory, adaptive classifier, AMOLED display 2026-03-05 10:20:48 -05:00
display_ui.c fix(firmware): use NVS node_id instead of Kconfig constant (#279) 2026-03-16 15:12:45 -04:00
display_ui.h docs: update README with ADR-045–048, Observatory, adaptive classifier, AMOLED display 2026-03-05 10:20:48 -05:00
edge_processing.c fix: deep review optimizations — firmware + server 2026-03-30 13:31:07 -04:00
edge_processing.h fix: deep review optimizations — firmware + server 2026-03-30 13:31:07 -04:00
idf_component.yml docs: update README with ADR-045–048, Observatory, adaptive classifier, AMOLED display 2026-03-05 10:20:48 -05:00
lv_conf.h docs: update README with ADR-045–048, Observatory, adaptive classifier, AMOLED display 2026-03-05 10:20:48 -05:00
main.c feat: happiness scoring pipeline + ESP32 swarm with Cognitum Seed (#285) 2026-03-20 18:46:34 -04:00
mmwave_sensor.c feat: ADR-063/064 mmWave sensor fusion + multimodal ambient intelligence (#269) 2026-03-15 16:10:10 -04:00
mmwave_sensor.h feat: ADR-063/064 mmWave sensor fusion + multimodal ambient intelligence (#269) 2026-03-15 16:10:10 -04:00
mock_csi.c feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
mock_csi.h feat: QEMU ESP32-S3 testing platform + swarm configurator (ADR-061/062) (#260) 2026-03-14 13:39:51 -04:00
nvs_config.c feat: happiness scoring pipeline + ESP32 swarm with Cognitum Seed (#285) 2026-03-20 18:46:34 -04:00
nvs_config.h feat: happiness scoring pipeline + ESP32 swarm with Cognitum Seed (#285) 2026-03-20 18:46:34 -04:00
ota_update.c fix: security hardening — replace fake HMAC, add path traversal protection, OTA auth (ADR-050) 2026-03-06 13:11:04 -05:00
ota_update.h feat: complete vendor repos, add edge intelligence and WASM modules 2026-03-02 23:53:25 -05:00
power_mgmt.c feat: complete vendor repos, add edge intelligence and WASM modules 2026-03-02 23:53:25 -05:00
power_mgmt.h feat: complete vendor repos, add edge intelligence and WASM modules 2026-03-02 23:53:25 -05:00
rvf_parser.c feat: complete vendor repos, add edge intelligence and WASM modules 2026-03-02 23:53:25 -05:00
rvf_parser.h feat: complete vendor repos, add edge intelligence and WASM modules 2026-03-02 23:53:25 -05:00
stream_sender.c fix: rate-limit CSI sends and add ENOMEM backoff to prevent crash (#132) 2026-03-03 16:00:40 -05:00
stream_sender.h fix(docker): Update Dockerfile paths from src/ to v1/src/ 2026-02-28 13:38:21 -05:00
swarm_bridge.c feat: happiness scoring pipeline + ESP32 swarm with Cognitum Seed (#285) 2026-03-20 18:46:34 -04:00
swarm_bridge.h feat: happiness scoring pipeline + ESP32 swarm with Cognitum Seed (#285) 2026-03-20 18:46:34 -04:00
wasm_runtime.c fix(firmware): use NVS node_id instead of Kconfig constant (#279) 2026-03-16 15:12:45 -04:00
wasm_runtime.h feat: complete vendor repos, add edge intelligence and WASM modules 2026-03-02 23:53:25 -05:00
wasm_upload.c fix: security hardening — replace fake HMAC, add path traversal protection, OTA auth (ADR-050) 2026-03-06 13:11:04 -05:00
wasm_upload.h feat: complete vendor repos, add edge intelligence and WASM modules 2026-03-02 23:53:25 -05:00