Survey of Methodology and Features for Radar Waveform Modulation Classification

Abstract

Researchers at the US Combat Capabilities Development Command Army Research Laboratory recently performed a survey of pulse identification techniques presented in the open literature. This effort represents the first step in the development of a capability to automatically identify arbitrary radar pulses.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 2020
Accession Number
AD1110842

Entities

People

  • Kenneth Ranney
  • Kwok Tom

Organizations

  • United States Army Combat Capabilities Development Command

Tags

Communities of Interest

  • Energy and Power Technologies
  • Materials and Manufacturing Processes
  • Sensors

DTIC Thesaurus Topics

  • Algorithms
  • Computational Science
  • Convolutional Neural Networks
  • Deep Belief Networks
  • Dimensionality Reduction
  • Feature Extraction
  • Frequency Modulation
  • Image Processing
  • Information Science
  • Kernel Functions
  • Machine Learning
  • Neural Networks
  • Order Statistics
  • Pattern Recognition
  • Radar
  • Signal Processing
  • Supervised Machine Learning

Fields of Study

  • Engineering
  • Physics

Readers

  • Radio communications and signal processing.
  • Sensor Fusion and Tracking Systems.
  • Technical Research and Report Writing.