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
Link To Document :
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