Healthcare & Hospitals Shared-family mapped

Private-space fall guardian

Bathroom and bedside fall detection with sub-second alerting

Pilot target for staged fall-event and immobility detection; not an emergency paging system.

Open demo room Design this solution See how it works

Readiness Shared-family mapped

Mapped to a shared offline runtime family and usable with a recording or compatible ESP32 CSI stream.

Evidence Research data

A comparable sensing task was demonstrated on public research data; this product, site, and safety workflow remain unvalidated.

Runtime family Fall event

Rapid field-change event followed by low motion, using the shared fall-event state machine.

When no ESP32 is connected

No compatible ESP32 stream is connected. Use the bundled Healthcare recording; it demonstrates the shared Fall event runtime, not independent proof of this capability.

Intended capability

Evaluate the sensing evidence for “Bathroom and bedside fall detection with sub-second alerting” in a consented, ground-truthed study. This is not a medical device, clinical monitor, diagnosis, or emergency alert.

This describes the intended outcome. Readiness is shared-family mapped, evidence is class A, 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.

Shared-family mapped

No rendered revision is available yet.

Bundled recording

A related Healthcare scene

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

01 The physics

A fall is a high-velocity vertical collapse: the reflecting human body produces a broadband micro-Doppler burst (transient energy spread to 5-15Hz) followed by a sudden shift of the body's dominant reflection to floor-level delay/height, distinct from sitting or lying.

02 Shared processing path

Doppler/micro-Doppler transient energy detector -> RTI differential imaging to confirm body collapse to floor plane -> PCA+MVE anomaly manifold to reject non-fall bursts (dropped object, door slam)

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

Fall AUC 0.8 already proven; harden on WiMANS/SenseFi activity classes containing fall vs. sit/lie, then own-hardware simulated-fall trials in a mock bathroom with acoustic/pressure-mat ground truth.

04 Commercial hypothesis

'Private-space fall guardian' — for risk/patient-safety officers eliminating the camera blind spot that drives fall-related liability.