wifi-densepose/docs
rUv a0fe392f4a
research(R19): agricultural livestock — seventh exotic vertical, first non-human-centric (#739)
Seventh exotic vertical demonstrating the loop's vertical-agnostic
infrastructure. R19 is the FIRST NON-HUMAN-CENTRIC vertical.

R19 composes:
- R10 gait taxonomy (extended to livestock species)
- R6.2.5 multi-subject union (herd density)
- R12 PABS (predator detection + cattle-fall)
- R14 V1 (rate-level breathing for welfare scoring)
- R15 (per-animal RF fingerprint for ID without tag)

Per-species gait + vital tables:
| Species  | Stride       | Normal RR | Stress RR |
| Cattle   | 0.6-1.2 Hz   | 10-30 BPM | >40       |
| Pig      | 1.0-2.0 Hz   | 10-25 BPM | >35       |
| Sheep    | 1.5-2.5 Hz   | 12-25 BPM | >30       |
| Horse    | 1.0-1.8 Hz   |  8-16 BPM | >20       |
| Chicken  | 3.0-5.0 Hz   | 15-40 BPM | >50       |

Six-cog roadmap (0-15y):
- cog-cattle-monitor (5y): R10 + R14 + R6.2.5 + R12.1
- cog-pig-welfare (5y): R6.2.5 + R14 + correlation
- cog-predator-alert (5y): R12 PABS + R10 classifier
- cog-lameness-detector (10y): R10 gait asymmetry + drift
- cog-birthing-alert (10y): R14 V1 species signature
- cog-free-range-tracker (15y): R6.2.2 sparse + Tailscale mesh

High-impact use cases:
- Predator detection at pasture edges: mitigates 32M/year US livestock
  losses (USDA 2015)
- Heat-stress detection in dairy: overheated cattle drop milk
  production 30-50% before visual signs
- Lameness early detection: dairy industry's #1 welfare issue
- Sick-pig isolation alert: tail-biting cascade prevention

Three scenarios:
- Dairy barn (5y): 00 vs 0K visual+RFID+behaviour
- Free-range pasture (10y): self-organising solar+ESP32+Tailscale
- Pig barn welfare (15y): EU End-the-Cage / Prop 12 alignment

What's different from human verticals:
- Mass range 1.5-1000 kg (3+ orders of magnitude)
- Count 1-1000+ per pen
- Privacy: farmer-consent regime, not HIPAA/OSHA/GDPR
- Regulatory: USDA / EU welfare instead of FDA/OSHA
- Cost sensitivity: very high (2-5% margins)
- Chicken-scale economically marginal

Honest scope:
- Synthetic data only; per-species RCS measurements needed
- Chicken-scale marginal economically
- High-density pig (8-100/barn) may exceed R6.2.5's 4-occupant limit
- Weather effects on outdoor RF not in scope
- No animal-welfare ethics review (loop specifies infrastructure)

R19 special status: FIRST NON-HUMAN-CENTRIC. Privacy framework doesn't
apply (animals can't consent); replaced by animal-welfare regulations.
R18+R19 = two verticals needing external partnerships (FEMA, USDA).

Seven exotic verticals now:
1. R10 wildlife
2. R11 maritime
3. R14 empathic appliances (home)
4. R16 healthcare
5. R17 industrial
6. R18 disaster (integrates MAT crate)
7. R19 livestock (first non-human-centric)

Composes with every loop thread (R1, R3, R5, R6/R6.1, R6.2.5, R7, R10,
R12/R12.1, R13 NEG, R14, R15) + ADR-113 + ADR-105-109.

Coordination: ticks/tick-36.md, no PROGRESS.md edit.
2026-05-22 07:08:47 -04:00
..
adr adr-113: multistatic placement strategy — consolidates 9-tick R6 family into decision matrix (#734) 2026-05-22 06:17:21 -04:00
archtocode-visual-overview docs: add visual architecture overview images (#208) 2026-05-17 18:18:07 -04:00
benchmarks docs(bench): append v0.0.2 section to person-count benchmark log 2026-05-21 19:47:55 -04:00
ddd docs: rvCSI edge RF sensing platform — PRD, ADR-095, DDD domain model 2026-05-12 23:15:10 +00:00
edge-modules chore(repo): rename rust-port/wifi-densepose-rs → v2/ (flatten to one level) (#427) 2026-04-25 21:28:13 -04:00
huggingface fix(train): wire wifi-densepose-signal into the pipeline; correct MODEL_CARD env-sensor claim (#536) 2026-05-11 23:40:55 -04:00
prd docs: rvCSI edge RF sensing platform — PRD, ADR-095, DDD domain model 2026-05-12 23:15:10 +00:00
qe-reports chore(repo): move v1/ → archive/v1/ + add archive/README.md (#430) 2026-04-25 23:07:52 -04:00
research research(R19): agricultural livestock — seventh exotic vertical, first non-human-centric (#739) 2026-05-22 07:08:47 -04:00
tutorials docs(tutorials): Pi 5 + Hailo cluster rvcsi tutorial (#546) 2026-05-17 17:41:39 -04:00
TROUBLESHOOTING.md fix(docker): UDP relay for multi-source ESP32 on Docker Desktop Windows (#502) 2026-05-17 18:01:44 -04:00
WITNESS-LOG-028.md chore(repo): move v1/ → archive/v1/ + add archive/README.md (#430) 2026-04-25 23:07:52 -04:00
build-guide.md chore(repo): move v1/ → archive/v1/ + add archive/README.md (#430) 2026-04-25 23:07:52 -04:00
readme-details.md docs(readme): split details to docs/readme-details.md and reorganize 2026-04-29 19:34:24 -04:00
security-audit-wasm-edge-vendor.md chore(repo): rename rust-port/wifi-densepose-rs → v2/ (flatten to one level) (#427) 2026-04-25 21:28:13 -04:00
user-guide.md docs: truth-up README + user-guide on Hugging Face model release (#637) 2026-05-19 13:03:54 -04:00
wifi-mat-user-guide.md chore(repo): rename rust-port/wifi-densepose-rs → v2/ (flatten to one level) (#427) 2026-04-25 21:28:13 -04:00