Limiting Detection Performance for Random Signals of Unknown Location, Structure, Extent, and Strength.

Abstract

A signal (if present) is located somewhere in a band of frequencies characterized by a total of N search bins. The signal occupies an arbitrary set of M of these bins, where not only is M unknown, but, also, the locations of the particular M occupied bins are unknown. In addition, the (common) signal strength per bin, S, is unknown. The limiting detection capability of any processor in this environment has been determined quantitatively by a new bounding procedure that employs an optimum banded processor. The performance levels attained by various practical power-law processors are found to lie within 0.1 dB of the ultimate level, for any value of M, provided the correct power-law is employed. The best single compromise processor is the 2.4 power-law device, which loses less than 1.2 dB, regardless of the value of M. (MM)

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Document Details

Document Type
Technical Report
Publication Date
Mar 02, 1995
Accession Number
ADA292389

Entities

People

  • Albert E. Nuttall

Organizations

  • Naval Undersea Warfare Center

Tags

Communities of Interest

  • Energy and Power Technologies

DTIC Thesaurus Topics

  • Air Force
  • Air Force Facilities
  • Antisubmarine Warfare
  • Biological Laboratories
  • Detection
  • False Alarms
  • Military Research
  • Observatories
  • Probability
  • Probability Density Functions
  • Random Variables
  • Research Facilities
  • Security
  • Simulations
  • Undersea Warfare
  • Warfare
  • Warning Systems

Fields of Study

  • Engineering

Readers

  • Radio communications and signal processing.
  • Statistical inference.
  • Systems Analysis and Design