Healthcare · Strong theory

Contactless continuous vitals in step-down and med-surg beds

Tracks each patient's breathing rate around the clock — no wires, no wearables.

Strong theory Strong theory live in runtime

The physics is solid; our own validation is scheduled.

Every breath moves the chest a few millimetres, and that tiny movement gently shifts the WiFi waves crossing the bed. The system reads the rhythm of those shifts as a breathing rate, plus a faint trace of the heartbeat. The patient just sleeps; nothing touches them.

In the physics: Thoracic wall motion during breathing (0.1-0.5Hz, ~4-12mm) and cardiac-driven surface micromotion (0.8-2Hz, sub-mm) periodically modulate the multipath phase; the chest acts as a moving reflector producing a narrowband Doppler tone whose fundamental frequency equals respiration/heart rate.
Preparing the recorded fieldLoading real LatentField pipeline output…

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

Bring this into the real roomPatient Room Field Node3 sensing nodes · ~$140 parts · about 60 min
Go deeper

How the field becomes an answer

CIR sparse recovery isolates the bed-region delay bin micro-Doppler spectral extraction (0.1-2Hz band) peak tracking for RR and cardiac harmonic compartment Kalman smoothing for beat-to-beat continuity

How we prove it

OPERAnet includes synchronized respiration ground truth for CSI-based rate estimation; validate RR MAE <2 bpm against its reference belt, then own-hardware ESP32 bedside trial vs. hospital pulse-ox/capnography for heart-proxy correlation.

Who it is for

'Zero-contact bed vitals' — sold to nursing informatics/CNIO for continuous monitoring on units that currently only get vitals q4h.

runtime Runs today in LatentField 2.0 as breathing_rate

Complete first-room estimatePatient Room Field Node3 nodes · ~$140 parts · 60 min Request kit, subscribe, or set up →
Compatible DIY hardware options
Practitioner Discrete$60–90

15 min · beginner

Operator Single-Venue$280–380

120 min · advanced

← All Healthcare capabilities