Title :
Real time TRMS control using FPGA and hybrid PID vontroller
Author :
Chi-Ming Chang ; Jih-Gau Juang
Author_Institution :
Nat. Taiwan Ocean Univ., Keelung, Taiwan
Abstract :
This study uses the Altera FPGA Cyclone II research and development circuit board as a system on programmable chip (SOPC) for a twin rotor MIMO system (TRMS). Although the frequency can be matched by division process but mismatch cases happened frequently. The decoder IC-HCTL-2016 and VERILOG HDL are applied to implement controller on the FPGA and solve the mismatch frequency problem. The processes are based on TRMS HEDS-9100 optical incremental encoder and through the decoding of the FPGA combined with SOPC. PID control is used in controller design. Genetic algorithms (GA) are utilized to search optimal PID parameters for positioning and tracking control of the TRMS. Fuzzy controller is used as compensator to improve output performance and reduce the total error. The proposed control scheme can perform set-point control and trajectory tracking control successfully.
Keywords :
MIMO systems; aircraft control; field programmable gate arrays; fuzzy control; genetic algorithms; hardware description languages; system-on-chip; three-term control; trajectory control; Altera FPGA Cyclone II; SOPC; TRMS HEDS-9100 optical incremental encoder; VERILOG HDL; decoder IC-HCTL-2016; fuzzy controller; genetic algorithm; hybrid PID controller; mismatch frequency problem; optimal PID parameter; position control; real time TRMS control; set-point control; system on programmable chip; trajectory tracking control; twin rotor MIMO system; Decoding; Field programmable gate arrays; Genetic algorithms; Radiation detectors; Rotors; Trajectory; Transmission line measurements;
Conference_Titel :
Control & Automation (ICCA), 11th IEEE International Conference on
Conference_Location :
Taichung
DOI :
10.1109/ICCA.2014.6871054