A Comparison of Mamdani and Sugeno Methods for Modeling Visual Perception Lab Data

Abstract

A laboratory test procedure is described by the authors in which a baseline Light Armored Vehicle (LAV) is compared to a treated LAV in the TARDEC Visual Perception Laboratory (VPL). The test imagery was collected from the field and then adjusted for display in the laboratory. The experimental visual detection values obtained in the lab were modeled using the Mamdani and Sugeno/ANFIS Fuzzy Reasoning techniques. The results of each modeling approach are compared to the experimental detection values obtained in the laboratory.

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Document Details

Document Type
Technical Report
Publication Date
Jun 01, 2005
Accession Number
ADA459918

Entities

People

  • Euijung Sohn
  • Thomas J. Meitzler

Organizations

  • Tank-automotive and Armaments Command

Tags

DTIC Thesaurus Topics

  • Abstracts
  • Armored Vehicles
  • Detection
  • Information Operations
  • Laboratory Tests
  • Light Armored Vehicles
  • Mental Processes
  • Perception
  • Psychological Phenomena And Processes
  • Vehicles
  • Visual Perception

Readers

  • Computational Modeling and Simulation
  • Computer Engineering
  • Human-Computer Interaction (HCI).