An Overview of Stochastic Signal Modeling.

Abstract

Knowing the average value of a fluctuating acoustics field is not enough to provide criteria for the design of sonar systems. More important are the statistics that measure the decorrelations of the field and its intensity. After discussing the variabilities of the environment that affect the field, this report summarizes the four major approaches to these problems: deterministic, phenomenological, Monte Carlo, and stochastic modeling. Two different courses of action are recommended for computing the desired statistics. In the first course, existing models, each dealing with some effects and ignoring others, can be linked to handle the simplest problems. In the second course, a Monte Carlo approach is recommended for more difficult problems, although its generality is gained at the expense of intensive computer usage. (Author).

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Document Details

Document Type
Technical Report
Publication Date
Feb 20, 1985
Accession Number
ADA152144

Entities

People

  • D. H. Wood
  • J. S. Papadakis

Organizations

  • Naval Underwater Systems Center

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Complex Numbers
  • Computational Science
  • Differential Equations
  • Equations
  • Frequency
  • Long Wavelengths
  • Mathematical Models
  • Models
  • Monte Carlo Method
  • Order Statistics
  • Partial Differential Equations
  • Probabilistic Models
  • Probability Distributions
  • Random Variables
  • Scattering
  • Seabed
  • Statistics

Readers

  • Acoustical Oceanography.
  • Computational Modeling and Simulation
  • Systems Analysis and Design