Title :
Model preview control in multi-contact motion-application to a humanoid robot
Author :
Audren, Herve ; Vaillant, Joris ; Kheddar, Abderrahmane ; Escande, Adrien ; Kaneko, Kunihiko ; Yoshida, Erika
Author_Institution :
LIRMM, Interactive Digital Humans (IDH), France
Abstract :
Our work builds largely on Nagasaka´s stabilizer in multi-contact motion [1]. Using a sequence of contact stances from an offline multi-contact planner, we use first a Model Predictive Controller to generate a dynamic trajectory of the center of mass, then a whole-body closed-loop model-based controller to track it at best. Relatively to Nagasaka´s work, we allow frame changes of the preferred force, provide a heuristic to compute the timing of the transition from purely geometrical features and investigate the synchronization problem between the reduced-model preview control and the whole-body controller. Using our framework, we generate a wide range of 3D motions, while accounting for predictable external forces, which includes transporting objects. Simulation scenarios are presented and obtained results are analyzed and discussed.
Keywords :
closed loop systems; humanoid robots; motion control; path planning; predictive control; trajectory control; 3D motion; Nagasaka stabilizer; closed-loop model-based controller; dynamic trajectory; geometrical feature; humanoid robot; model predictive controller; multicontact motion-application; multicontact planner; reduced-model preview control; synchronization problem; whole-body controller; Computational modeling; Dynamics; Force; Legged locomotion; Timing; Trajectory;
Conference_Titel :
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location :
Chicago, IL
DOI :
10.1109/IROS.2014.6943129