Agriculture & Livestock Shared-family mapped

PenGuard

Automated Headcount + Cast/Down-Animal Detection

Pen-specific headcount and cast-animal feasibility study; not an animal-welfare alarm.

Open demo room Design this solution See how it works

Feasibility path · not a production offer

Barn Activity Node

This offer is scoped to this capability only. It does not promote sibling catalog entries or replace physical deployment validation.

~$130 parts · 3 Nodes · ~90 minReview feasibility scope →No charge today · configuration and quote confirmed first

Readiness Shared-family mapped

Mapped to a shared offline runtime family and usable with a recording or compatible ESP32 CSI stream.

Evidence Supported hypothesis

Published physics or adjacent results support the hypothesis; capability-specific product and site validation are still required.

Runtime family Occupancy estimate

Coarse occupancy estimate from calibrated multi-link field activity.

When no ESP32 is connected

No compatible ESP32 stream is connected. Use the bundled Agriculture recording; it demonstrates the shared Occupancy estimate runtime, not independent proof of this capability.

Intended capability

Pilot this intended outcome through the shared Occupancy estimate family, then validate it against site-specific ground truth: Continuous count of animals per pen and instant alert when an animal is cast (stuck on its back), collapsed, or isolated in a corner — the failure mode that kills within hours if unseen overnight.

This describes the intended outcome. Readiness is shared-family mapped, evidence is class B, and a catalog mapping or recording is not proof of this outcome at a real site.

Solution blueprint

See the environment before installing it.

This exact kit is one of 191 first-class designs. It includes geometry, objects, nodes, wording, scenarios, installation, limitations, and catalog-bound readiness.

Shared-family mapped

No rendered revision is available yet.

Bundled recording

A related Agriculture scene

This is one recorded vertical scenario. It is not separate validation of every capability in the catalog.

01 The physics

Each animal is a moving scatterer occupying volume; occupancy count from CSI is already proven to r=0.9, and a down/motionless animal collapses its micro-Doppler to near-zero while flattening its RTI silhouette — the same physical signature as the proven human fall detector (AUC 0.8).

02 Shared processing path

RTI differential imaging for per-zone occupancy & localization -> occupancy-count regressor -> per-track Doppler energy monitor; sustained zero-motion + flattened silhouette in an occupied zone -> fall/cast classifier -> anomaly manifold cross-check

This is a capability design path. Components may be shared with other catalog entries; it is not presented as a unique algorithm.

03 Validation plan

Directly transfer occupancy-count (r=0.9) and fall (AUC 0.8) results from OPERAnet/SenseFi; own-hardware pen trial to retune scatterer size and count ceiling for livestock body mass.

04 Commercial hypothesis

'PenGuard' — overnight cast-animal and rustling/escape alarm plus free automated headcount; sells on one prevented death per season.