Patent · US Active

Predicting lidar data using machine learning

US11092690B1 · kind B1 · utility

6Cited by
15References
20Claims
0Family size

Assignee

Inventors

Key dates

Filing dateSep 21, 2017
Grant dateAug 17, 2021
Priority date—
Expiry dateJan 23, 2039

Classification

  • Technology area (CPC G)Physics
  • CPC primaryG06N3/08
  • WIPO fieldMeasurement
  • WIPO sectorInstruments

Abstract

A vehicle including one or more sensors, a light detection and ranging (lidar) sensor and a lidar prediction system. The one or more sensors include an optical sensor, a radar sensor, or both, configured to capture sensor data of a particular view. The lidar sensor is configured to capture lidar data of the particular view. The lidar prediction system includes a predictive model. The lidar prediction system is configured to generate a predicted lidar frame comprising applying the predictive model to the sensor data and send the predicted lidar frame to an external system.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.