Title :
Timed Automata based provably correct robot control
Author :
Anier, A. ; Vain, J.
Author_Institution :
Dept. of Comput. Sci., TUT, Tallinn, Estonia
Abstract :
This paper presents a feasibility study on the usage of Uppaal Timed Automata (UPTA) for deliberative level robotic control. The study is based on the Scrub Nurse Robot case-study. Our experience confirms that UPTA model based control enables the control loop to be defined and maintained during the robot operation autonomously with minimum human intervention. Specifically, in our robot architecture the control model is constructed automatically using unsupervised learning. Correctness of the model is verified on-the-fly against safety, reachability, and performance requirements. Finally, it is demonstrated that UPTA model based robot control, action planning and model updates have natural implementation based on existing model execution and conformance testing tool Uppaal Tron.
Keywords :
automata theory; medical robotics; path planning; surgery; unsupervised learning; Uppaal Tron conformance testing tool; Uppaal timed automata; action planning; provably correct robot control; scrub nurse robot case-study; unsupervised learning; Adaptation model; Computational modeling; Planning; Real time systems; Robots; Signal to noise ratio; Surgery;
Conference_Titel :
Electronics Conference (BEC), 2010 12th Biennial Baltic
Conference_Location :
Tallinn
Print_ISBN :
978-1-4244-7356-4
Electronic_ISBN :
1736-3705
DOI :
10.1109/BEC.2010.5631008