Formal Verification of Astronaut-Rover Teams for Planetary Surface Operations

Webster, Matt ORCID: 0000-0002-8817-6881, Dennis, Louise A ORCID: 0000-0003-1426-1896, Dixon, Clare ORCID: 0000-0002-4610-9533, Fisher, Michael, Stocker, Richard and Sierhuis, Maarten (2020) Formal Verification of Astronaut-Rover Teams for Planetary Surface Operations. In: 2020 IEEE Aerospace Conference, 2020-3-7 - 2020-3-14.

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Abstract

This paper describes an approach to assuring the reliability of autonomous systems for Astronaut-Rover (ASRO) teams using the formal verification of models in the Brahms multi-agent modelling language. Planetary surface rovers have proven essential to several manned and unmanned missions to the moon and Mars. The first rovers were teleor manually-operated, but autonomous systems are increasingly being used to increase the effectiveness and range of rover operations on missions such as the NASA Mars Science Laboratory. It is anticipated that future manned missions to the moon and Mars will use autonomous rovers to assist astronauts during extravehicular activity (EVA), including science, technical and construction operations. These ASRO teams have the potential to significantly increase the safety and efficiency of surface operations. We describe a new Brahms model in which an autonomous rover may perform several different activities including assisting an astronaut during EVA. These activities compete for the autonomous rover's 'attention' and therefore the rover must decide which activity is currently the most important and engage in that activity. The Brahms model also includes an astronaut agent, which models an astronaut's predicted behaviour during an EVA. The rover must also respond to the astronauts activities. We show how this Brahms model can be simulated using the Brahms integrated development environment. The model can then also be formally verified with respect to system requirements using the SPIN model checker, through automatic translation from Brahms to PROMELA (the input language for SPIN). We show that such formal verification can be used to determine that mission- and safety-critical operations are conducted correctly, and therefore increase the reliability of autonomous systems for planetary rovers in ASRO teams.

Item Type:	Conference or Workshop Item (Unspecified)
Depositing User:	Symplectic Admin
Date Deposited:	15 Jan 2020 09:36
Last Modified:	14 Mar 2024 21:36
DOI:	10.1109/aero47225.2020.9172303
Related URLs:	Author Publisher
URI:	https://livrepository.liverpool.ac.uk/id/eprint/3070624