Techniques in Data Compression and Maximization of Information Content

Abstract

The expression 'data compression' has broad meaning and may encompass any or all of the following: data compaction, bandwidth compression, redundancy removal, redundancy reduction, adaptive sampling, parameter extraction, optimal estimation, and possibly a few other techniques. In general, data compression denotes operations which are performed to reduce the quantity of data prior to transmission, but which still preserve the minimum data elements of a measurement continuum such that the original information may be reconstructed within established limits of error. This document is intended as a single source document describing available techniques for reducing the quantity of data processed and for providing meaningful presentation. It includes mathematical, statistical, and graphical techniques which have been used successfully.

Open PDF

Document Details

Document Type
Technical Report
Publication Date
Jan 01, 1977
Accession Number
ADA038015

Tags

Communities of Interest

  • Air Platforms
  • Cyber
  • Energy and Power Technologies
  • Space
  • Weapons Technologies

DTIC Thesaurus Topics

  • Computational Science
  • Computers
  • Data Compression
  • Data Science
  • Databases
  • Differential Equations
  • Information Processing
  • Information Science
  • Mathematical Filters
  • Network Science
  • Regression Analysis
  • Statistical Algorithms
  • Statistical Analysis
  • Statistical Sampling
  • Surveys
  • Three Dimensional
  • Two Dimensional

Readers

  • Approximation Theory.
  • Systems Analysis and Design