IRIG 106 Synthetic Data Generation for Big Data Analytics Development

Abstract

There is currently quite a bit of development taking place within the DoD flight test range community in Big Data computing. A problem plaguing development is a lack of suitable data sets for development and test of software analysis tools. Most actual flight test data has restricted distribution and so isn't available for many developers. Also, it can be difficult to find actual recorded flight test data which have interesting properties such as specific flight profiles and events. Synthesized IRIG 106 Chapter 10 format flight test data solves these problems by providing data files to developers that are very similar to what might be expected from an actual flight test. Synthetic data files are complete and properly formed data files that contain fake but realistic flight test data as if it had been recorded during an actual flight test. The data in these data files is designed to provide interesting test cases for software tool developers to use.

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Document Details

Document Type
Technical Report
Publication Date
Oct 26, 2022
Accession Number
AD1183300

Entities

People

  • Robert W. Baggerman

Tags

DTIC Thesaurus Topics

  • Abstracts
  • Aircrafts
  • Avionics
  • Big Data
  • Communities
  • Computer Programs
  • Computers
  • Data Analysis
  • Data Science
  • Data Sets
  • Decoding
  • Demographic Cohorts
  • Department Of Defense
  • Digital Data
  • Flight
  • Flight Simulators
  • Preprocessing
  • Simulations
  • Standards

Fields of Study

  • Computer science

Readers

  • Aerospace Test and Evaluation
  • Distributed Systems and Data Platform Development
  • Systems Analysis and Design