Title :
Provably correct continuous control for high-level robot behaviors with actions of arbitrary execution durations
Author :
Raman, Vasumathi ; Piterman, Nir ; Kress-Gazit, Hadas
Author_Institution :
Dept. of Comput. Sci., Cornell Univ., Ithaca, NY, USA
Abstract :
Formal methods have recently been successfully applied to construct verifiable high-level robot control. Most approaches use a discrete abstraction of the underlying continuous domain, and make simplifying assumptions about the physical execution of actions given a discrete implementation. Relaxing these assumptions unearths a number of challenges in the continuous implementation of automatically-synthesized hybrid controllers. This paper describes a controller-synthesis framework that ensures correct continuous behaviors by explicitly modeling the activation and completion of continuous low-level controllers. The synthesized controllers exhibit desired properties like immediate reactiveness to sensor events and guaranteed safety of physical executions. The approach extends to any number of robot actions with arbitrary relative timings.
Keywords :
control system synthesis; formal specification; robots; continuous behaviors; continuous low-level controllers; controller-synthesis framework; correct continuous control; discrete abstraction; high-level robot behaviors; robot actions; Automata; Cameras; Robot vision systems; Safety; Turning;
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.2013.6631152