Title :
Human-in-the-loop: MPC for shared control of a quadruped rescue robot
Author :
Chipalkatty, Rahul ; Daepp, Hannes ; Egerstedt, Magnus ; Book, Wayne
Author_Institution :
Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
In this paper, we present a control theoretic formulation for composing human control inputs with an automatic controller for shared control of a quadruped rescue robot. The formulation utilizes a model predictive controller to guide human controlled leg positions to satisfy state constraints that correspond to static stability for the robot. A hybrid control architecture that incorporates the model predictive controller is developed to implement a gait that guarantees stable foot-placements for the robot. The algorithm is applied to a simulation of a quadruped rescue robot with human input provided through haptic joysticks.
Keywords :
legged locomotion; predictive control; service robots; stability; MPC; automatic controller; control theoretic formulation; haptic joysticks; human control inputs; human controlled leg positions; human-in-the-loop; hybrid control architecture; model predictive controller; quadruped rescue robot; shared control; stable foot-placements; state constraints; static stability; Haptic interfaces; Humans; Joints; Legged locomotion; Robot kinematics; Stability analysis;
Conference_Titel :
Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-61284-454-1
DOI :
10.1109/IROS.2011.6094601