Efficient Design and Implementation of a Multivariate Takagi-Sugeno Fuzzy Controller on an FPGA

Abiel Aguilar, Madain Perez, J. L. Camas, Hector R. Hernandez, Carlos Rios
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引用次数: 2

Abstract

This article describes the design and efficient implementation of a Takagi Sugeno multivariable Fuzzy Logic Controller. The application selected is a temperature and humidity controller for a chicken incubator. This design was elaborated using VHDL applying intermediate simulations in order to check for functional verification of all modules integrating the controller. The created circuit was implemented on FPGA Cyclone II EP2C35F672C6 assembled in breadboard Alter a DE2. Precision of the model on FPGA was calculated by contrasting the obtained results with the results of simulation using MATLAB & Fuzzy Logic Tool Box.
基于FPGA的多变量Takagi-Sugeno模糊控制器的高效设计与实现
本文描述了一个多变量模糊逻辑控制器的设计和高效实现。所选择的应用程序是鸡孵化器的温度和湿度控制器。本设计采用VHDL语言进行了详细阐述,并采用中间仿真对集成控制器的各模块进行了功能验证。所创建的电路在altera DE2面包板上组装的FPGA Cyclone II EP2C35F672C6上实现。通过与MATLAB和模糊逻辑工具箱的仿真结果对比,计算了该模型在FPGA上的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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