Title :
Efficient Design and Implementation of a Multivariate Takagi-Sugeno Fuzzy Controller on an FPGA
Author :
Aguilar, Abiel ; Perez, Madain ; Camas, Jorge L. ; Hernandez, Hector R. ; Rios, Carlos
Author_Institution :
Lab. de Optomecatronica, Inst. Tecnol. de Tuxtla Gutierrez, Tuxtla Gutiérrez, Mexico
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.
Keywords :
field programmable gate arrays; fuzzy control; hardware description languages; humidity control; logic design; temperature control; FPGA Cyclone II EP2C35F672C6; MATLAB; Takagi Sugeno multivariable fuzzy logic controller; VHDL; chicken incubator; fuzzy logic tool box; humidity controller; multivariate Takagi-Sugeno fuzzy controller; temperature controller; Field programmable gate arrays; Fuzzy logic; Hardware; Humidity; Mathematical model; Temperature control; Temperature measurement; fpga; fuzzy; vhdl;
Conference_Titel :
Mechatronics, Electronics and Automotive Engineering (ICMEAE), 2014 International Conference on
DOI :
10.1109/ICMEAE.2014.8