• DocumentCode
    801246
  • Title

    Likelihood function for a simple cardioid sonobuoy

  • Author

    Runnalls, A.R.

  • Author_Institution
    Comput. Lab., Univ. of Kent, Canterbury
  • Volume
    153
  • Issue
    5
  • fYear
    2006
  • Firstpage
    417
  • Lastpage
    426
  • Abstract
    A common sonobuoy configuration comprises two horizontal dipoles mounted orthogonally together with an omnidirectional sensor. Under the assumption that, within a narrow frequency band of interest, the acoustic power impinging on the sonobuoy consists of uncorrelated Gaussian noise processes, the author examines how data collected by the sensor can be used to infer the directional distribution of the incident power, as characterised by its spherical harmonic coefficients. The results cover arbitrary directional distributions and are applicable to small, as well as large, sample sizes. The form of the likelihood function for the spherical harmonic coefficients, as required for Bayesian inference methods such as particle filtering, is particularly examined. Specific attention is given to the case of a single point source superimposed on azimuthally isotropic noise. In this case it is shown that the maximum likelihood estimator for target bearing differs from, and can be considerably more efficient than, the bearing estimator traditionally used for this sensor configuration
  • Keywords
    Bayes methods; Gaussian noise; correlation theory; maximum likelihood estimation; sensors; signal sampling; sonar signal processing; Bayesian inference method; acoustic power; cardioid sonobuoy; directional distribution; horizontal dipoles; isotropic noise; maximum likelihood estimator; narrow frequency band; omnidirectional sensor; spherical harmonic coefficient; uncorrelated Gaussian noise process;
  • fLanguage
    English
  • Journal_Title
    Radar, Sonar and Navigation, IEE Proceedings
  • Publisher
    iet
  • ISSN
    1350-2395
  • Type

    jour

  • Filename
    1717297