Computer Aided Detection for Wideband Passive Sonar Systems

Abstract

A computer-aided detection processor has been developed for a wideband passive sonar system. The processor may be applied to a variety of passive systems. In addition to the individual processor, a general framework for a computer system that accepts and analyzes the vast quantity of data generated by a modern sonar suite has been developed. The output of this computer system is an array of alerting functions that measure the likelihood that a given coordinate vector is the location of a target. The computer-aided detection processor for wideband passive sonar systems is based on the Sequential Likelihood Ratio (SLR) hypothesis test. Methods were developed in this study to choose critical parameters of the processor and to analyze its performance. The wideband passive SLR processor outperformed a conventional processor in the sense of reducing the required input signal-to-noise ratio required for 0.5 probability of detection at a given fixed probability of false alarm by several dB. The SLR processor is ideally suited for implementation on the output of passive sonar systems.

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Document Details

Document Type
Technical Report
Publication Date
Feb 14, 1973
Accession Number
AD0911523

Entities

People

  • H. A. Reeder

Organizations

  • Tracor

Tags

Communities of Interest

  • Ground and Sea Platforms
  • Human Systems
  • Materials and Manufacturing Processes

DTIC Thesaurus Topics

  • Algorithms
  • Computers
  • Data Reduction
  • Data Science
  • Databases
  • Detection
  • Detectors
  • Digital Computers
  • False Alarms
  • Frequency
  • Information Science
  • Passive Sonar
  • Probability
  • Probability Density Functions
  • Repetition Rate
  • Sonar
  • Warning Systems

Fields of Study

  • Engineering

Readers

  • Computer Science.
  • Phased Array Antenna Design.
  • Regression Analysis.