• DocumentCode
    1157272
  • Title

    Poisson representation and monte carlo estimation of generalized marcum Q-function

  • Author

    Weinberg, Graham V.

  • Author_Institution
    Electron. Warfare & Radar Div., Defence Sci. & Technol. Organ., Edinburgh, SA
  • Volume
    42
  • Issue
    4
  • fYear
    2006
  • fDate
    10/1/2006 12:00:00 AM
  • Firstpage
    1520
  • Lastpage
    1531
  • Abstract
    We derive a new relationship which links the generalized Marcum Q-function to a probabilistic comparison of a pair of independent Poisson random variables. Consequently, a new expression for the detection probability of a series of incoherently integrated pulses, in Gaussian cluster is also derived. These results lead to simple Monte Carlo estimators of the Marcum Q-function. We thus investigate if Monte Carlo techniques are useful in the estimation of the Marcum Q-function
  • Keywords
    Gaussian processes; Monte Carlo methods; estimation theory; signal detection; Gaussian cluster; Monte Carlo estimation; Poisson random variables; Poisson representation; generalized Marcum Q-function; Clutter; Gaussian noise; History; Monte Carlo methods; Object detection; Radar detection; Radar signal processing; Random variables; Signal processing; Signal to noise ratio;
  • fLanguage
    English
  • Journal_Title
    Aerospace and Electronic Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9251
  • Type

    jour

  • DOI
    10.1109/TAES.2006.314593
  • Filename
    4108004