Industrial · Frontier
Warehouse Rack & Structural Geometry Drift Watch
Notices a pallet rack slowly leaning — or bent by a forklift — before it collapses.
Plausible physics, early work — shown honestly as an experiment.
How it works
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.
See it work
This is real pipeline output for Industrial, replayed. The exact reading depends on your room.
Go deeper
How the field becomes an answer
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.
The matching solution
Complete first-room estimateMachine Bay Watch6 nodes · ~$320 parts · 120 min Request kit, subscribe, or set up →Compatible DIY hardware options
120 min · advanced
240 min · installer