Development of inverted pendulum system and fuzzy control based on MATLAB

The hardware of an inverted pendulum system was developed with low-cost and high reliability and stability, Meanwhile, a novel expert fuzzy control scheme and the MATLAB-based real-time control approach was proposed. The number of fuzzy control rules was significantly reduced by combining related variables, and the control performance was greatly improved by adopting a suitable rule-base according to the angle of the pole with the vertical. The proposed control scheme was implemented in MATLAB and showed a good performance in the real-time fuzzy control of the developed inverted pendulum.

[1]  Fong C. Teng Real-time control using Matlab Simulink , 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

[2]  Richard S. Sutton,et al.  Neuronlike adaptive elements that can solve difficult learning control problems , 1983, IEEE Transactions on Systems, Man, and Cybernetics.