Comparison of Detection Performance of Selected Two-Channel Algorithms.

Abstract

Recent work on intersensor processing has stimulated interest in techniques for determining information common to two data sequences which may be used for detection, tracking or a combination of these and other functions. Three algorithms which seemed naturally to suggest themselves for intersensor processing were compared. It was determined that the use of a normalization factor significantly degrades detection performance in regions characterized by low time-bandwidth product TW < or = 64. For TW > or = 120, all three algorithms performed about equally on the detection function. The principal implication of this work is that the operating mode of the system (which may dictate the low time-bandwidth product used) may affect the choice of algorithms to be used. In a tactical application where decisions must be made quickly, use of an unnormalized correlator may be mandatory. In a situation where long integration times are acceptable, a normalized formula such as the coherence detector may be chosen for data processing, as opposed to signal processing, economies. (Author)

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Document Details

Document Type
Technical Report
Publication Date
Sep 28, 1979
Accession Number
ADA087797

Entities

People

  • C. L. Meland
  • D. J. Edelblute

Tags

Communities of Interest

  • Energy and Power Technologies
  • Human Systems

DTIC Thesaurus Topics

  • Algorithms
  • Bandwidth
  • Complex Variables
  • Correlators
  • Detection
  • Detectors
  • Distribution Functions
  • Estimators
  • False Alarms
  • Gaussian Distributions
  • Gaussian Processes
  • Information Science
  • Monte Carlo Method
  • Probability
  • Probability Density Functions
  • Random Variables
  • Warning Systems

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