Likelihood Function for a Simple Cardioid Sonobuoy

Runnalls, Andrew R. (2006) Likelihood Function for a Simple Cardioid Sonobuoy. IEE Proceedings Radar, Sonar and Navigation, 153 (5). pp. 417-26. ISSN 1350-2395. (Full text available)

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Abstract

Likelihood Function for a Simple Cardioid Sonobuoy Andrew R. Runnalls, University of Kent Published in IEE Proceedings Radar, Sonar and Navigation 153 [2006] pp. 417--26 ABSTRACT This paper considers the common sonobuoy configuration comprising 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 paper 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 sample sizes as well as large. In particular, the paper examines the form of the likelihood function for the spherical harmonic coefficients, as required for Bayesian inference methods such as particle filtering. 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.

Item Type: Article
Uncontrolled keywords: sonobuoy MCMC wishart
Subjects: Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming,
Divisions: Faculties > Science Technology and Medical Studies > School of Computing > Applied and Interdisciplinary Informatics Group
Depositing User: Mark Wheadon
Date Deposited: 24 Nov 2008 18:03
Last Modified: 06 Sep 2011 01:31
Resource URI: http://kar.kent.ac.uk/id/eprint/14397 (The current URI for this page, for reference purposes)
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