Airborne Magnetic Navigation Enhanced with Neural Networks

07/29/2021, 5:20 PM5:30 PM UTC
Green

Abstract:

Using the earth’s magnetic field for navigation of aircraft has shown promise as a viable alternative to GPS. An airborne magnetic navigation system collects magnetic field data and uses predetermined magnetic maps to estimate location. A challenge arises when the measured data contains magnetic signals from both the (desired) earth field and (undesired) aircraft field. This work explores several approaches for obtaining a clean magnetic signal that is usable for navigation.

Platinum sponsors

Julia Computing

Gold sponsors

Relational AI

Silver sponsors

Invenia LabsConningPumas AIQuEra Computing Inc.King Abdullah University of Science and TechnologyDataChef.coJeffrey Sarnoff

Media partners

Packt Publication

Fiscal Sponsor

NumFOCUS