DECOMPOSITION OF THE FUZZY INFERENCE SYSTEM FOR IMPLEMENTATION IN THE FPGA STRUCTURE

被引：12

作者：

Wyrwol, Bernard ^{[1
]}

Hrynkiewicz, Edward ^{[1
]}

机构：

[1] Silesian Tech Univ, Inst Elect, PL-44101 Gliwice, Poland

来源：

INTERNATIONAL JOURNAL OF APPLIED MATHEMATICS AND COMPUTER SCIENCE | 2013年 / 23卷 / 02期

关键词：

fuzzy logic; fuzzy inference algorithm; decomposition; digital fuzzy logic controller; FPGA; LOGIC CONTROLLER; SUPERVISION; DESIGN;

D O I：

10.2478/amcs-2013-0036

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The paper presents the design and implementation of a digital rule-relational fuzzy logic controller. Classical and decomposed logical structures of fuzzy systems are discussed. The second allows a decrease in the hardware cost of the fuzzy system and in the computing time of the final result (fuzzy or crisp), especially when referring to relational systems. The physical architecture consists of IP modules implemented in an FPGA structure. The modules can be inserted into or removed from the project to get a desirable fuzzy logic controller configuration. The fuzzy inference system implemented in FPGA can operate with a much higher performance than software implementations on standard microcontrollers.

引用

页码：473 / 483

页数：11

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