Some Recent Results in Signal Detection.

Abstract

Some recent results on the detection and estimation of signals in the presence of noise are discussed. An exact confidence lower bound is obtained for the discriminatory power of an estimated linear discriminant function for signal detection. Information theoretic criteria are suggested for the estimation of signals. A new method is proposed for determining the number of signals and estimating them in exponential signal models. Keywords: Discriminant function; Exponential signal models; Information criteria in model selection; Prony's method; Signal processing.

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Document Details

Document Type
Technical Report
Publication Date
Sep 01, 1986
Accession Number
ADA177197

Entities

People

  • Calyampudi Radhakrishna Rao

Organizations

  • University of Pittsburgh

Tags

Communities of Interest

  • C4I
  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Computer Programs
  • Contracts
  • Copyrights
  • Data Science
  • Detection
  • Equations
  • Governments
  • Information Science
  • Multivariate Analysis
  • National Governments
  • Notation
  • Scientific Research
  • Signal Detection
  • Signal Processing
  • United States
  • United States Government

Fields of Study

  • Engineering

Readers

  • Approximation Theory.
  • Statistical inference.