DocumentCode
2734299
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
fYear
2012
fDate
26-28 July 2012
Firstpage
1
Lastpage
5
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Computing Communication & Networking Technologies (ICCCNT), 2012 Third International Conference on
Conference_Location
Coimbatore
Type
conf
DOI
10.1109/ICCCNT.2012.6395879
Filename
6395879
Link To Document