Inertial Navigation System Aiding Using Vision

Abstract

The aiding of an INS using measurements over time of the line of sight of ground features as they come into view of an onboard camera is investigated. The objective is to quantify the reduction in the navigation states' errors by using bearings-only measurements over time of terrain features in the aircraft's field of view. INS aiding is achieved through the use of a Kalman Filter. The design of the Kalman Filter is presented and it is shown that during a long range, wings level cruising flight at constant velocity and altitude, a 90% reduction in the aided INS-calculated navigation state errors compared to a free INS, is possible.

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Document Details

Document Type
Technical Report
Publication Date
Mar 01, 2013
Accession Number
ADA582229

Entities

People

  • James O. Quarmyne

Organizations

  • Air Force Institute of Technology

Tags

Communities of Interest

  • Air Platforms
  • Sensors

DTIC Thesaurus Topics

  • Air Force
  • Aircrafts
  • Altitude
  • Autonomous Navigation
  • Coordinate Systems
  • Filters
  • Geometry
  • Global Positioning Systems
  • Inertial Navigation
  • Inertial Navigation Systems
  • Kalman Filters
  • Mathematical Filters
  • Measurement
  • Navigation
  • Simultaneous Localization And Mapping
  • Statistical Algorithms
  • Unmanned Aerial Vehicles

Readers

  • Inertial Navigation Systems.
  • Sensor Fusion and Tracking Systems.