Radar Data Processing Using a Distributed Computational System

Abstract

This research specifies and validates a new concurrent decomposition scheme, called Confined Space Search Decomposition (CSSD), to exploit parallelism of Radar Data Processing algorithms using a Distributed Computational System. To formalize the specification we propose and apply an object-oriented methodology called Decomposition Cost Evaluation Model (DCEM). To reduce the penalties of load imbalance we propose a distributed dynamic load balance heuristic called Object Reincarnation (OR). To validate the research we first compare our decomposition with an identified alternative using the proposed DCEM model and then develop a theoretical prediction of selected parameters. We also develop a simulation to check the Object Reincarnation Concept.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 1992
Accession Number
ADA256209

Entities

People

  • Gilberto F. Mota

Organizations

  • Naval Postgraduate School

Tags

Communities of Interest

  • C4I
  • Materials and Manufacturing Processes
  • Sensors
  • Weapons Technologies

DTIC Thesaurus Topics

  • Air Force
  • Algorithms
  • Classification
  • Computations
  • Computer Programming
  • Computer Science
  • Computers
  • Data Analysis
  • Data Processing
  • Dynamic Loads
  • Instruction Set Architecture
  • Mathematical Analysis
  • Microarchitecture
  • Object Oriented Programming
  • Simulations
  • Theses
  • Two Dimensional

Fields of Study

  • Computer science
  • Engineering

Readers

  • Computational Modeling and Simulation
  • Parallel and Distributed Computing.
  • Software Engineering.

Technology Areas

  • Space
  • Space - Space Objects