Elderly Care Needs edge adapter

CalmMeter

Agitation Thermometer for Memory Care Wings

Research concept for room-level motion intensity; not an agitation diagnosis or care instruction.

Prepare edge pipeline Design this solution See how it works

Readiness Needs edge adapter

The evidence is proven or strong, but this capability still needs a capability-specific ESP32 or Rust runtime adapter.

Evidence Supported hypothesis

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

Runtime family Not mapped

No browser runtime is assigned to this capability yet.

Why live sensing is unavailable

No capability-specific offline runtime is mapped yet. Keep the feature visible, explain the required edge adapter, and never fabricate a live result.

Intended capability

Evaluate the sensing evidence for “Agitation Thermometer for Memory Care Wings” in a consented study using staged events and independent reference observations. This is not a care decision, fall prediction, emergency response, or proof of resident safety.

This describes the intended outcome. Readiness is needs edge adapter, 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.

Needs edge adapter

No rendered revision is available yet.

Bundled recording

A related Elderly scene

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

01 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.

02 Shared processing path

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.

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

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.

04 Commercial hypothesis

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.'