Title :
Compliant and adaptive control of a planar monopod hopper in rough terrain
Author :
Faraji, Salman ; Pouya, Soha ; Moeckel, Rico ; Ijspeert, Auke J.
Author_Institution :
Inst. of Bioeng., Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne, Switzerland
Abstract :
In this paper, a method is proposed for controlling a hopping monopod. It takes dynamics of the robot into account to have better nominal tracking of desired trajectories and more compliant environmental interactions at the same time. We have incorporated also natural dynamics of the robot into the system by using off-line gaits extracted from optimizations on energy. The main control loop consists of the projected inverse dynamics that generates actuator torques given desired trajectories and also a feedback loop designed and tuned specifically for the structure of the robot. A trajectory generator uses known optimal trajectories together with some stabilizing control laws that modify these trajectories to have better robustness in different situations. The average speed of the robot is also regulated by means of a self-organizing controller. We apply soft transitions in trajectories from phase to phase to avoid sharp actuator input profiles. Our method is successfully tested on a monopod hopper robot in simulation. It can handle slightly rough or sloped terrains while maintaining a given average speed. Simulation results suggest that our method is a promising candidate to control a real robot under construction.
Keywords :
mobile robots; regulation; robot dynamics; stability; velocity control; actuator torque generation; adaptive control; average speed regulation; control loop; environmental interactions; feedback loop design; hopping monopod control; monopod hopper robot; off-line gaits; optimal trajectories; planar monopod hopper; projected inverse dynamics; robot dynamics; rough terrain; self-organizing controller; soft transitions; stabilizing control laws; trajectory generator; Actuators; Jacobian matrices; Robot sensing systems; Robustness; Splines (mathematics); Torque;
Conference_Titel :
Robotics and Automation (ICRA), 2013 IEEE International Conference on
Conference_Location :
Karlsruhe
Print_ISBN :
978-1-4673-5641-1
DOI :
10.1109/ICRA.2013.6631264