• DocumentCode
    85646
  • Title

    An expression for probability of correct association using Gauss-Hermite quadrature

  • Author

    Delmarco, Stephen

  • Author_Institution
    BAE Syst., Burlington, MA, USA
  • Volume
    50
  • Issue
    2
  • fYear
    2014
  • fDate
    Apr-14
  • Firstpage
    1562
  • Lastpage
    1568
  • Abstract
    An expression is derived for probability of correct association for maximum likelihood-based association using Gauss-Hermite quadrature. We derive a closed-form error bound characterizing accuracy. We generate empirical results using Monte Carlo simulation and show agreement with theoretical results. We show how two limit cases are obtainable from the integral expression.
  • Keywords
    Monte Carlo methods; image classification; maximum likelihood estimation; Gauss-Hermite quadrature; Monte Carlo simulation; PCAS; closed-form error; integral expression; maximum likelihood-based association; probability of correct association; Accuracy; Estimation; Monte Carlo methods; Polynomials; Principal component analysis; Software; Target tracking;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9251
  • Type

    jour

  • DOI
    10.1109/TAES.2014.120699
  • Filename
    6850176