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FPGA Implementation of Fuzzy System with Parametric Membership Functions and Parametric Conjunctions

  • Prometeo Cortés Antonio
  • Ildar Batyrshin
  • Heron Molina Lozano
  • Luis A. Villa Vargas
  • Imre Rudas
Part of the Lecture Notes in Computer Science book series (LNCS, volume 6438)

Abstract

A method of FPGA implementation of fuzzy system with parametric membership functions and conjunctions is proposed. The implemented system is based on a Sugeno fuzzy model with two input variables. Fuzzy sets in the premises of the rules are given by parametric triangular membership functions and conjunction operations are defined by parametric (p)-monotone sum of basic t-norms. The paper presents the hardware design of a 8-bit configurable fuzzy system, implemented on the DE2 development board from Altera using VHDL language.

Keywords

FPGA fuzzy system conjunction Altera VHDL 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2010

Authors and Affiliations

  • Prometeo Cortés Antonio
    • 1
  • Ildar Batyrshin
    • 2
  • Heron Molina Lozano
    • 1
  • Luis A. Villa Vargas
    • 1
  • Imre Rudas
    • 3
  1. 1.National Polytechnic InstituteMexico
  2. 2.Mexican Petroleum InstituteMexico
  3. 3.Obudu UniversityHungary

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