Robotic technologies are continuously transforming the domestic and the industrial environments. Recently the Robotic Operating System (ROS), an open source middleware framework, has been widely adopted both by industry and academia, becoming the de facto standard for developing robot applications. Guaranteeing the correct behaviour of robotic systems is, however, challenging due to their potential for parameterization and heterogeneity. Although different approaches exist, focusing on concrete domain spaces for specific scenarios, no general approach to reason about ROS systems has yet arisen. This paper proposes an approach to model and verify ROS systems using real time properties, focusing on one of the main features of ROS, the communication between nodes. It takes low-level parameters into account, such as queue sizes and timeouts, and uses timed automata as the modelling language. The physical robot Kobuki is used as a complex case study, over which properties are automatically verified using the UPPAAL model checker, enabling the identification of problematic parameter combinations.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.