Elderly · Strong theory

Agitation Thermometer for Memory Care Wings

A live calm-to-agitated gauge for each room, so staff can step in early.

Strong theory Strong theory

The physics is solid; our own validation is scheduled.

Agitated movement is faster, more energetic, and more repetitive than ordinary walking — pacing the same loop again and again. All of that shows in how strongly and how regularly the WiFi field is stirred. The system turns it into one simple intensity number per room.

In the physics: Agitated motor behavior raises total Doppler spectral energy, shifts the bulk-Doppler distribution toward higher velocities, and produces low-entropy repetitive RTI trajectories (fixed pacing loops) versus high-entropy normal ambulation. These are magnitude/shape changes in already-proven observables, aggregated rather than classified — robust to per-person variation.
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

Doppler energy + velocity-distribution moments per minute RTI trajectory entropy adaptive PCA manifold per resident (agitation axis emerges as dominant deviation direction) Kalman-smoothed agitation index; CUSUM over days quantifies antipsychotic titration response.

How we prove it

OPERAnet activity-intensity labels for the energy-to-activity mapping; own memory-care pilot correlating index against CMAI (Cohen-Mansfield Agitation Inventory) scores charted by staff over 8 weeks.

Who it is for

For memory-care medical directors and pharmacists: 'An objective agitation vital sign — see the medication working (or not) in the data within 48 hours, instead of waiting for the next incident report.'

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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