Method for Detecting a Random Process in a Convex Hull Volume

Abstract

A method is provided for characterizing data sets containing data points. The method can characterize the data sets as random or as non-random. In the method, a convex hull envelope is constructed which contains the data points and passes through at least four non-coplanar data points. The convex hull envelope is partitioned into cells. The method classifies the data set as a sized sample. Based on the classification, a predetermined set of tests is selected for operating on the data set.

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Document Details

Document Type
Technical Report
Publication Date
Oct 04, 2011
Accession Number
ADA558206

Entities

People

  • Francis J. O'brien Jr.

Organizations

  • Naval Undersea Warfare Center

Tags

Communities of Interest

  • Ground and Sea Platforms

DTIC Thesaurus Topics

  • Algorithms
  • Chi Square Test
  • Correlation Techniques
  • Data Analysis
  • Data Mining
  • Data Processing
  • Data Science
  • Gaussian Distributions
  • Image Processing
  • Information Processing
  • Information Science
  • Measurement
  • Probability Distributions
  • Processing Equipment
  • Test Methods
  • Three Dimensional
  • Waveforms

Fields of Study

  • Computer science

Readers

  • Graph Algorithms and Convex Optimization.
  • Operations Research
  • Regression Analysis.