Industrial · Frontier

Warehouse Rack & Structural Geometry Drift Watch

Notices a pallet rack slowly leaning — or bent by a forklift — before it collapses.

Frontier Frontier

Plausible physics, early work — shown honestly as an experiment.

Steel racking is the biggest reflector of WiFi waves in a warehouse, so the signal map is really a map of the racks. If an upright shifts by even a few centimetres, its reflection moves and the map changes at that spot. A forklift impact also shows as a sharp jolt at a known place and time.

In the physics: Racking and structural steel are the dominant scatterers in a warehouse RF field. A few cm of upright displacement or beam deflection moves specular reflection points, changing super-resolved multipath delays (cm-scale = sub-ns delay shifts, resolvable via sparse recovery) and the static CIR fingerprint — a pure geometry observable with zero Doppler content. Forklift impact events additionally show as a step change rather than drift.
Preparing the recorded fieldLoading real LatentField pipeline output…

This is real pipeline output for Industrial, replayed. The exact reading depends on your room.

Bring this into the real roomMachine Bay Watch6 sensing nodes · ~$320 parts · about 120 min
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How the field becomes an answer

CIR sparse recovery of static multipath constellation (stage 1) NeRF geometry map isolating which scatterer moved (stage 5) compartment Kalman per rack aisle + CUSUM separating slow lean (weeks) from impact steps (instant), leveraging the proven 119-day drift-control machinery (stage 6).

How we prove it

Own-hardware: instrumented rack bay, jack one upright through 5/10/20mm controlled displacements and simulated forklift strike; blind detection + localization to the correct bay. ESP32-wall confirms static-geometry sensitivity of the CIR chain.

Who it is for

Continuous rack integrity monitoring that emails the warehouse manager the aisle number after every unreported forklift strike.

Complete first-room estimateMachine Bay Watch6 nodes · ~$320 parts · 120 min Request kit, subscribe, or set up →
Compatible DIY hardware options
Operator Single-Venue$280–380

120 min · advanced

Operator Multi-Node$700–950

240 min · installer

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