Statistical Inference of Electromagnetic Interference Sources Based on a Priori Knowledge of Source and Receiver Parameters

Abstract

A transceiver system comprises transceivers and a controller in communication with the transceivers. Each of the transceivers comprises an emitter, a receiver operatively connected to the emitter, a primary data path operatively connected to the receiver, a secondary data path operatively connected to the receiver, a statistical unit operatively connected to the secondary data path and the controller and a display device operatively connected to the primary data path. The controller determines relative positions of the transceivers, and the statistical unit infers characteristics of the transceivers, forms a composite received signal model for all of the transceivers based on the relative positions and the characteristics, computes an electromagnetic interference likelihood value for a transceiver of the transceivers and identifies whether the transceiver is a source of electromagnetic interference by determining whether the electromagnetic interference likelihood value of the transceiver exceeds a threshold value.

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Document Details

Document Type
Technical Report
Publication Date
Oct 23, 1998
Accession Number
ADD019155

Entities

People

  • Edgar A. Cohen Jr.
  • Joseph P. Garcia

Organizations

  • United States Department of the Navy

Tags

Communities of Interest

  • Ground and Sea Platforms
  • Human Systems

DTIC Thesaurus Topics

  • Ambient Noise
  • Antenna Lobes
  • Antennas
  • Birds
  • Composite Materials
  • Data Science
  • Electromagnetic Interference
  • False Alarms
  • Frequency
  • Information Science
  • Inventions
  • Measurement
  • Noise
  • Radar
  • Signal Processing
  • Statistical Analysis
  • Statistical Inference

Fields of Study

  • Engineering

Readers

  • Adaptive Control and Estimation with Uncertainty in Dynamic Systems.
  • Fluid Dynamics.
  • Radio communications and signal processing.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference