Hybrid high-fidelity modeling of Radar scenarios using atemporal, Discrete event, and Time-Step simulation

Yuan Pin Cheng, Don Brutzman, Phillip E. Pace, Arnold H. Buss

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

3 Scopus citations

Abstract

Many simulation scenarios attempt to seek a balance between model fidelity and computational efficiency. Unfortunately, scenario realism and model level of detail are often reduced due to the complexity of experimental design and corresponding limitations of computational power. Such simplifications can produce misleading results. For example if the Radar Cross Section (RCS) effects in response to timevarying target aspect angle are ignored. A hybrid, high-fidelity sensor model can be achieved by using a Time-Step (TS) approach with precomputed atemporal response factors (such as RCS) each situated on active entities that interact within an overall Discrete Event Simulation (DES) framework. This paper further applies regression analysis to the cumulative results of 100 replications times 255 scenarios to provide additional insight. This new methodology adapts the best aspects of each simulation paradigm to integrate multiple high-fidelity physically based models in a variety of tactical scenarios with tractable computational complexity.

Original languageEnglish
Title of host publicationWCECS 2016 - World Congress on Engineering and Computer Science 2016
EditorsWarren S. Grundfest, Craig Douglas, S. I. Ao
PublisherNewswood Limited
Pages764-770
Number of pages7
ISBN (Electronic)9789881404824
StatePublished - 2016
Event2016 World Congress on Engineering and Computer Science, WCECS 2016 - San Francisco, United States
Duration: Oct 19 2016Oct 21 2016

Publication series

NameLecture Notes in Engineering and Computer Science
Volume2226
ISSN (Print)2078-0958

Conference

Conference2016 World Congress on Engineering and Computer Science, WCECS 2016
Country/TerritoryUnited States
CitySan Francisco
Period10/19/1610/21/16

Keywords

  • Discrete even simulation (DES)
  • Hybrid sensor model
  • Nearly orthogonal Latin hyper cube (NOLH)
  • Radar range equation
  • Regression model

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