Accession Number:

ADA459918

Title:

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

Descriptive Note:

Research paper

Corporate Author:

TACOM RESEARCH DEVELOPMENT AND ENGINEERING CENTER WARREN MI

Personal Author(s):

Report Date:

2005-06-01

Pagination or Media Count:

6.0

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 SugenoANFIS Fuzzy Reasoning techniques. The results of each modeling approach are compared to the experimental detection values obtained in the laboratory.

Subject Categories:

  • Anatomy and Physiology
  • Operations Research
  • Combat Vehicles

Distribution Statement:

APPROVED FOR PUBLIC RELEASE