Trajectory Tracking Kit

Track and analyze movement patterns over time.

Predict next

0/5 complete

Tracking Steps

Connect to streamOpen websocket to GPS feed300ms

Initialize trackerCreate Kalman filter per entity500ms

Process GPS pointsIngest and smooth raw coordinates1500ms

Update trajectoriesAppend points and compute velocity800ms

Predict next positionForecast based on current trajectory400ms

Integration Code

import { createTrajectoryTracker } from 'agent-tools-kit/spatial'

const tracker = createTrajectoryTracker({
  mode: 'realtime',
  predictNext: true,
  smoothing: 'kalman',
})

tracker.on('position', (entity, point) => {
  console.log(`${entity.id} at ${point.lat},${point.lng}`)
})

const prediction = await tracker.predict('entity-1', {
  horizon: 5,
})
console.log(prediction.nextPoints)