MULTILEVEL QUANTIZATION OF DATA FOR SEQUENTIAL TESTING.

Abstract

Multilevel quantization of a variable which has a value in a continuous range is investigated for a sequential probability radio test. Emphasized is its application to signal detection, where the decision as to the presence of a signal is based on successive measurements of the receiver output. Each measurement would be quantized into one of a finite set of values by comparison with a set of reference levels. Curves for choosing optimum sets of reference levels are given for underlying Rice, Rayleigh, and Gaussian distributions. Multinomial sequential tests which use optimally quantized data are compared with those which use non-optimally quantized data and with sequential tests which use unquantized data. (Author)

Document Details

Document Type
Technical Report
Publication Date
Apr 10, 1964
Accession Number
AD0601313

Entities

People

  • R. A. Worley

Organizations

  • Navy Electronics Laboratory

Tags

DTIC Thesaurus Topics

  • Computing-Related Activities
  • Data Science
  • Detection
  • Gaussian Distributions
  • Gaussian Processes
  • Information Science
  • Interdisciplinary Science
  • Mathematical Analysis
  • Mathematics
  • Measurement
  • Probability
  • Signal Detection
  • Statistical Analysis
  • Statistical Processes
  • Stochastic Processes

Readers

  • Computer Programming and Software Development.
  • Radio communications and signal processing.
  • Regression Analysis.