Title :
Biped robot control using particle swarm optimization
Author :
Rokbani, Nizar ; Benbousaada, Elhoucine ; Ammar, Boudour ; Alimi, Adel M.
Author_Institution :
Res. Group On Intell. Machines, Nat. Sch. of Eng. of Sfax, Sfax, Tunisia
Abstract :
In this paper we propose a method to generate gaits of a biped robot by a particle swarm optimization algorithm. The system generates angular positions for joints with an interpolate end segments positions to evaluate walking stability. The proposed PSO is adapted to generate angular position joints, Human walking stability criteria are used to check and validate the gaits. The experimental procedure includes a robot assembly and online test. Then an upper torso controller is introduced to correct walking stability and limits fall downs.
Keywords :
humanoid robots; legged locomotion; particle swarm optimisation; angular position generation; biped robot control; gait generation; human walking stability criteria; humanoid robot; particle swarm optimization; robot assembly; upper torso controller; Biological system modeling; Gallium; Hip; Mobile robots; Optimization; Robot sensing systems; PSO; biped robot; gait generation; humanoid robotics; legged locomotion;
Conference_Titel :
Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-1-4244-6586-6
DOI :
10.1109/ICSMC.2010.5642027