Title :
Reduced dimension fuzzy controller design based on fusion function and application in rotary inverted pendulum
Author :
Kumar, Ajit ; Kumar, Yogesh ; Mitra, Rajendu
Author_Institution :
Electron. & Comput. Dept., IIT Roorkee, Roorkee, India
Abstract :
This paper develops fuzzy method for control of the rotary inverted pendulum (RIP) using linear fusion function based on LQR mapping. The research is focused on how to solve the problem of “rule explosion”. By using fusion, the output variables of the system with four dimensions are synthesized as two variables: error and variation of error. The method is applied to the approximate linear model, and the experimental results show that the system´s response rate is well improved and the robustness is also enhanced.
Keywords :
control system synthesis; fuzzy control; linear differential equations; linear quadratic control; nonlinear control systems; pendulums; LQR mapping; RIP; linear differential equations; linear fusion function; linear quadratic regulator; output variables; reduced dimension fuzzy controller design; rotary inverted pendulum; rule explosion; Gravity; Ions; Niobium; LQR control; fusion function; fuzzy control; rotary inverted pendulum;
Conference_Titel :
Computing Communication & Networking Technologies (ICCCNT), 2012 Third International Conference on
Conference_Location :
Coimbatore
DOI :
10.1109/ICCCNT.2012.6395879