Title :
Comparison between a fuzzy controller and classic controller applied to stabilize a humanoid robotic platform
Author :
Lopez, J. ; Perez, Kerstin ; Rojas, Eyberth ; Rodriguez, Saul ; Calderon, Juan M. ; Weitzenfeld, Alfredo
Author_Institution :
Electron. Eng. Fac., Univ. Santo Tomas, Santo Tomas, Colombia
Abstract :
In this paper, we perform a comparison between classical PI+D control strategies with a fuzzy modified PI+D control. The fuzzy PI+D controller is a discrete-time version of the conventional PI+D controller, which has constant coefficients of self-tuned control gains. The proposed control strategies were tested using a mathematical model based on a bipedal platform robot called DARwIn-OP. A mathematical model was developed to emulate robot behavior and dynamical performance. It is a linear model based on non linear conditions. The main improvement of the fuzzy controller is its adaptive control capability, mainly error acquisition under disturbance situations. Computer simulations are shown to demonstrate fuzzy modified controller improvements over the classic PI+D controller applied on mathematical robot model.
Keywords :
adaptive control; discrete time systems; fuzzy control; humanoid robots; legged locomotion; nonlinear control systems; self-adjusting systems; stability; three-term control; DARwIn-OP; adaptive control capability; bipedal platform robot; classical PI+D control strategy; computer simulation; conventional PI+D controller; discrete-time version; disturbance situation; dynamical performance; error acquisition; fuzzy PI+D controller; fuzzy controller; fuzzy modified PI+D control; fuzzy modified controller improvements; humanoid robotic platform; linear model; mathematical model; mathematical robot model; nonlinear condition; robot behavior; self-tuned control gain; stability; Control systems; Equations; Force; Hip; Legged locomotion; Mathematical model; Fuzzy control; PI+D controller; humanoid robot;
Conference_Titel :
Advanced Robotics (ICAR), 2013 16th International Conference on
Conference_Location :
Montevideo
DOI :
10.1109/ICAR.2013.6766542