模糊逻辑控制器在FPGA上的VHDL实现

Davi Nunes Oliveira, Arthur Plínio De Souza Braga, Otacílio da Mota Almeida
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引用次数: 15

摘要

基于模糊逻辑的控制(FLC)系统已成为应用计算智能中最有前途的研究领域之一。这些系统以语言形式(IF-THEN规则)表示的知识运行,这些语言形式描述了不精确已知的关系,但这些影响是人类直观地理解的。这一基本特性使FLC成为工业应用的强大工具,因为复杂的系统可以通过简单的综合规则进行控制。模糊逻辑应用数量的增长导致需要找到高效和经济的方法来实现它们。现场可编程门阵列(fpga)器件具有可重构逻辑,实用性,便携性,低能耗,高运行速度和大数据存储容量,是FLC嵌入式系统项目开发和原型设计的绝佳选择。本文用VHDL编程语言演示了一种mamdani型模糊控制器的设计与实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fuzzy logic controller implementation on a FPGA using VHDL
Fuzzy-logic-based control (FLC) systems have emerged as one of the most promising areas for research in Applied Computational Intelligence. These systems operate with knowledge represented in a linguistic form (IF-THEN rules) that describes relations which are not precisely known, but those effects are intuitively understood by humans. This fundamental feature makes FLC a powerful tool for industrial applications, since complex systems can be controlled by easily comprehensive rules. The growth in number of fuzzy logic applications led to the need of finding efficient and economic ways to implement them. The Field Programmable Gate Arrays (FPGAs) devices, with their reconfigurable logic, practicality, portability, low consumption of energy, high operation speedy and large datastorage capacity, are a great choice for FLC embedded systems project development and prototyping. In this paper, the design and implementation of a Mamdani-type Fuzzy controller is demonstrated using VHDL programming language.
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