Intensity Analysis of Recurrence Plots for the Detection of Deterministic Signals in Noise

Abstract

This report describes a new method for the detection of deterministic signals in the presence of additive white Gaussian noise. The new method, based on recurrence plots, relies on a sliding-window technique combined with histogram analysis. Performance of the new approach is quantified in terms of receiver-operator characteristic (ROC) curves. The report also provides background information on recurrence plots and ROC curves necessary to understand the new approach.

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Document Details

Document Type
Technical Report
Publication Date
Dec 12, 2006
Accession Number
ADA459965

Entities

People

  • Bryan M. Dissinger
  • F. Bucholtz
  • G. K. Rohde
  • Jonathan M. Nichols
  • R .b. Rhodes

Organizations

  • United States Naval Research Laboratory

Tags

Communities of Interest

  • Energy and Power Technologies
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Computer Programs
  • Correlation Techniques
  • Detection
  • Detectors
  • Differential Equations
  • False Alarms
  • Frequency
  • Gaussian Noise
  • Graphical User Interface
  • Intensity
  • Military Research
  • Noise
  • Probability
  • Radar
  • Signal Detection
  • Two Dimensional
  • Warning Systems

Readers

  • Oncology and Biomarker-Based Cancer Detection.
  • Statistical inference.

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference