• DocumentCode
    843122
  • Title

    Quasi-fluid-mechanics-based quasi-Bayesian Crame´r-Rao bounds for deformed towed-array direction finding

  • Author

    Tichavský, Petr ; Wong, Kainam Thomas

  • Author_Institution
    Inf. Theor. & Autom., Acad. of Sci. of the Czech Republic, Prague, Czech Republic
  • Volume
    52
  • Issue
    1
  • fYear
    2004
  • Firstpage
    36
  • Lastpage
    47
  • Abstract
    New quasi-Bayesian (hybrid) Crame´r-Rao bound (CRB) expressions are herein derived for far-field deep-sea direction-of-arrival (DOA) estimation with a nominally linear towed-array that 1) is deformed by spatio-temporally correlated oceanic currents, which have been previously overlooked in the towed-array shape-deformation statistical analysis literature, 2) is deformed by temporally correlated motion of the towing vessel, which is modeled only as temporally uncorrelated in prior literature, and 3) suffers gain-uncertainties and phase-uncertainties in its constituent hydrophones. This paper attempts to bridge an existing literature gap in deformed towed-array DOA-estimation performance analysis, by simultaneously a) incorporating several essential fluid-mechanics considerations to produce a shape-deformation statistical model physically more realistic than those previously used for DOA performance analysis and b) rigorously derive a mathematical analysis to characterize quantitatively and qualitatively the DOA estimation´s statistical performance. The derived CRB expressions are parameterized in terms of the towed-array´s physically measurable nonidealities for the single-source case. The new hybrid-CRB expressions herein derived are numerically more stable than those in the current literature.
  • Keywords
    Bayes methods; array signal processing; direction-of-arrival estimation; fluid mechanics; radio direction-finding; sonar signal processing; underwater acoustic telemetry; underwater sound; acoustical signal processing; array signal processing; direction of arrival estimation; fluid mechanics; marine telemetry; parameter estimation; quasiBayesian Cramer-Rao bound; sonar arrays; sonar signal processing; spatio temporally correlated oceanic currents; towed array direction finding; underwater acoustic arrays; Bridges; Deformable models; Direction of arrival estimation; Mathematical model; Motion analysis; Motion estimation; Performance analysis; Phase estimation; Sonar equipment; Statistical analysis;
  • fLanguage
    English
  • Journal_Title
    Signal Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1053-587X
  • Type

    jour

  • DOI
    10.1109/TSP.2003.820072
  • Filename
    1254023