Elderly · Frontier

Bathroom Hazard Forensics: Chronic Leak & Wet-Floor Risk Mapping

Finds hidden dampness in bathroom walls and recurring wet patches on walking paths.

Frontier Frontier live in runtime

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

Water changes how WiFi waves travel through walls and floors — a damp patch slows and weakens the signal in one fixed spot. Because a leak grows slowly in the same place, the system can separate it from everyday changes and point to it on the floorplan.

In the physics: Water ingress into drywall/subfloor raises local eps_r from ~2 toward 10-30+, adding picosecond-to-nanosecond excess delays on wall-penetrating paths and increasing attenuation (sigma). A chronic leak is a spatially fixed, monotonically growing dielectric anomaly — the exact complement of motion sensing, and it sits on the same hardware.
Preparing the recorded fieldLoading real LatentField pipeline output…

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

Bring this into the real roomAging-in-Place Guardian3 sensing nodes · ~$130 parts · about 60 min
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How the field becomes an answer

CIR sparse recovery of wall-transiting path delays RFF/NeRF differential eps_r map vs. move-in baseline compartment Kalman per wall/floor voxel cluster + CUSUM over days-to-weeks for ingress drift cross-reference RTI walking paths to rank hazard by exposure.

How we prove it

ESP32-wall dataset for wall-path characterization; own-hardware controlled wetting of a drywall test panel and subfloor section with graduated water volumes, tracking CIR delay drift vs. moisture meter ground truth over 3 weeks.

Who it is for

For senior-housing property operators and insurers: 'The same $100 room kit that watches for falls also finds the leak that causes them — moisture and slip-zone maps from the resident's own WiFi.'

runtime Runs today in LatentField 2.0 as fall_detect

Complete first-room estimateAging-in-Place Guardian3 nodes · ~$130 parts · 60 min Request kit, subscribe, or set up →
Compatible DIY hardware options
Practitioner Discrete$60–90

15 min · beginner

Prosumer Pro (paired node)$110–150

60 min · intermediate

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