Exploiting Machine Learning for Modern Electromagnetic (EM) Wave Scattering and Weak EM Signal Processing

Abstract

A critical DoD area that relies on EM is weak signal processing, which is central to the Global Positioning System (GPS) and to magnetic navigation based on earth’s magnetic fields as an alternative to GPS. In basic mathematics and engineering signal processing, to extract weak signals immersed in strong jamming-noise is a challenging problem. This proposal presents a machine learning approach to both problems.

Document Details

Document Type
DoD Grant Award
Publication Date
Mar 07, 2023
Source ID
FA95502110438

Entities

People

  • Ying-Cheng Lai

Organizations

  • Air Force Office of Scientific Research
  • United States Air Force

Tags

Readers

  • Aerospace Engineering.
  • Neural Network Machine Learning.
  • Plasma Physics / Magnetohydrodynamics

Technology Areas

  • AI & ML
  • AI & ML - Machine Learning Algorithms
  • AI & ML - Neural Networks
  • Space