Title :
Simple tuned fuzzy controller embedded into an FPGA
Author :
Montiel, Oscar ; Maldonado, Yazmin ; Sepulveda, Roberto ; Castillo, Oscar
Author_Institution :
Centro de Investig. y Desarrollo de Tecnol. Digital del Inst. Politec. Nat., Tijuana
Abstract :
It is presented a flexible architecture that allows to implement an embedded nonlinear fuzzy controller into an FPGA which can be easily tuned through the use of the Simple Tuning Algorithm (STA) without a controller reference model. The model was developed using VHDL programming, and it was tested in soft real time using Xilinx System Generator and Simulink before the final implementation into the FPGA. Experimental results show how the fuzzy controller works for different tuning values.
Keywords :
embedded systems; field programmable gate arrays; fuzzy control; hardware description languages; nonlinear control systems; tuning; FPGA; Simulink; VHDL programming; Xilinx system generator; embedded nonlinear fuzzy controller; field programmable gate arrays; simple tuning algorithm; Automatic control; Computer industry; Control systems; Digital control; Field programmable gate arrays; Fuzzy control; Hardware; Industrial control; Signal processing algorithms; Three-term control;
Conference_Titel :
Fuzzy Information Processing Society, 2008. NAFIPS 2008. Annual Meeting of the North American
Conference_Location :
New York City, NY
Print_ISBN :
978-1-4244-2351-4
Electronic_ISBN :
978-1-4244-2352-1
DOI :
10.1109/NAFIPS.2008.4531339