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Drone or bird?

A simulation of how Parallax, our drone detection system, decides what is in the sky.

What's happening

A small drone is approaching from the north-east. Now the microphones hear rotors too. Two kinds of evidence agree: it's a drone, and nothing explains it.

Sensors
Light
Weather20 km
Wind2 m/s
Fake beacon

Drag on the map to draw the drone's route.

Unknown drone

B3697

Alert
96%sure it's a drone

Seen and heard, and nothing explains it.

4 in the sky. Nothing explains 1 of them. The simulation agrees on 4 of 4.

Everything here runs in your browser: a seeded simulation, not live data. The reasoning rules are Parallax's; the sky, the sensors and their numbers are simulated.

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Four rules it runs on

  1. 01

    Evidence, not verdicts

    Each sensor reports a bearing, how sure it is of it, and what it thinks it saw. The conclusion is drawn only in fusion.

  2. 02

    Two witnesses, not ten

    Ten cameras are one witness; sight and sound are two. A verdict passes 0.9 only when a second domain agrees.

  3. 03

    Position is geometry

    Bearings from three masts, 113, 118 and 205 m apart, cross to give a fix. It is published only when the error ellipse is under 0.8 × the nearest range.

  4. 04

    Alert on what is left

    ADS-B clears aircraft and Remote ID clears registered drones, each checked against the cameras and microphones. The alert goes to what nothing explains.

This is how Parallax reasons.

The real system runs these rules on 20 sensors across three masts, and a digital twin scores every verdict against ground truth.