Title :
Towards an autonomous small-size humanoid robot: design issues and control strategies
Author :
Silva, Filipe ; Santos, Vitor
Author_Institution :
Dept. of Electron. & Telecommun., Aveiro Univ., Portugal
Abstract :
This paper presents the design considerations of a small-size humanoid robot. The design process has revealed much about the several problems, challenges and tradeoffs imposed by biped locomotion. Among them, we here focus on the control of a single leg and its behaviour when assuming a forward motion. The controller is based on simple motion goals taking into account the reaction forces between the feet and the ground. A new method is proposed which appears to be well adapted to the class of problem considered: the use of a fractional-order controller combined with a genetic algorithm for optimal tuning of the control parameters. The control algorithm is tested through several simulations and its robustness is discussed.
Keywords :
distributed control; genetic algorithms; humanoid robots; legged locomotion; motion control; autonomous small-size humanoid robot; biped locomotion; control parameters; distributed control; fractional calculus; fractional-order controller; genetic algorithm; motion control; Force control; Genetic algorithms; Humanoid robots; Leg; Legged locomotion; Motion control; Optimal control; Process design; Robust control; Testing; Humanoid robot; biped locomotion; distributed control; fractional calculus; genetic algorithms;
Conference_Titel :
Computational Intelligence in Robotics and Automation, 2005. CIRA 2005. Proceedings. 2005 IEEE International Symposium on
Print_ISBN :
0-7803-9355-4
DOI :
10.1109/CIRA.2005.1554259