NATSAR AI

Fall detection · 6 min read

Fall detection technology compared: cameras, radar, wearables, and floor mats

What are the types of fall detection technology for senior living?

There are four main approaches: camera-based AI, radar sensors, wearable pendants, and floor mats or bed-exit alarms. Each has a real strength and a real gap, and no single one covers every room in a building well.

Key takeaways

  • Camera AI is rich and cheap in common areas but stalls at the bedroom door.
  • Radar has no lens, works in the dark, and fits private rooms, but covers one room per sensor.
  • Wearables only work while worn; floor mats detect risk, not falls, and flood staff with alarms.
  • The best answer matches the sensor to the room and holds the whole system to one false-alarm number.

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Camera-based AI

Software watches a camera feed and recognizes the posture and motion of a fall. Cameras are already installed in most corridors, dining rooms, and day rooms, so coverage there is cheap and the detection is rich.

Where it falls short: a camera in the bedroom. Families resist it, residents dislike it, and surveyors ask about it. That single hurdle is the reason camera-only systems struggle exactly where falls happen most.

Radar sensors

A radar sensor detects motion and position without a lens. It physically cannot form a recognizable image of a person, works in total darkness, and sees through steam. That makes it the natural fit for bedrooms and bathrooms.

Where it falls short: one sensor covers one room, so radar alone does not use the cameras a building already has, and its lower resolution makes the difference between a fall and a deliberate lie-down harder to call without careful tuning and, on borderline cases, a human check.

Wearables and pendants

A body-worn device detects the motion of a fall and includes a call button. They are inexpensive and work anywhere the resident wears them.

Where they fall short: only if worn. Residents take them off to sleep and bathe, and in memory care they are often removed and not put back. A pendant on the nightstand detects nothing.

Floor mats and bed-exit alarms

Pressure or contact sensors alarm when a resident leaves a bed or chair. They are very cheap and simple.

Where they fall short: they detect risk, not the fall itself, and they alarm on every exit. That flood of nuisance alarms is the fastest route to staff who stop responding.

Why the best answer is more than one

Match the sensor to the room. Use the cameras that are already on the wall in common areas, where privacy expectations are low. Use a no-lens radar sensor in bedrooms and bathrooms, where a camera does not belong. Run both through one platform so staff get one kind of alert.

Then hold the whole system to one number: false alarms per resident-day, measured in the building before alerts ever reach staff. That is how Natsar AI for Fall Detection is built.

Questions people ask

Which fall detection technology works in the dark?

Radar. A no-lens radar sensor does not need light and works in total darkness and through steam, which is why it fits bedrooms and bathrooms.

Can fall detection work without a camera in the bedroom?

Yes. Bedrooms and bathrooms can be covered by a radar sensor with no lens, while cameras stay in common areas only.

Why do pendants miss falls?

They only work while worn. Residents remove them to sleep or bathe, and memory-care residents often do not put them back on.

Bring your questions to a walkthrough.

Tell us about your facility or home. We will use a 30-minute walkthrough to discuss your setting, privacy questions, and next steps.