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Ensuring safety for vehicle parking tasks using Hamilton-Jacobi reachability analysis
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0003-2338-5487
KTH, School of Electrical Engineering and Computer Science (EECS). Nanyang Technological University, Singapore.
KTH, School of Electrical Engineering and Computer Science (EECS), Intelligent systems, Decision and Control Systems (Automatic Control).ORCID iD: 0000-0001-9940-5929
2020 (English)In: Proceedings of the IEEE Conference on Decision and Control, Institute of Electrical and Electronics Engineers Inc. , 2020, p. 1416-1421Conference paper, Published paper (Refereed)
Abstract [en]

In this paper, we propose an approach for ensuring the safety of a vehicle throughout a parking task, even when the vehicle is being operated at varying levels of automation. We start by specifying a vehicle parking task using linear temporal logic formulae that can be model checked for feasibility. The model-checking is facilitated by the construction of a temporal logic tree via Hamilton-Jacobi reachability analysis. Once we know the parking task is feasible for our vehicle model, we utilize the constructed temporal logic tree to directly synthesize control sets. Our approach synthesizes control sets that are least-restrictive in the context of the specification, since they permit any control inputs that are guaranteed not to violate the specification. This least-restrictive characteristic allows for the application of our approach to vehicles under different modes of operation (e.g., human-in-the-loop shared autonomy or fully-automated schemes). Implementing in both simulation and on hardware, we demonstrate the approach's potential for ensuring the safety of vehicles throughout parking tasks, whether they are operated by humans or automated driving systems. 

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers Inc. , 2020. p. 1416-1421
Keywords [en]
Automation, Computer circuits, Model checking, Specifications, Temporal logic, Automated driving systems, Hamilton-Jacobi, Human-in-the-loop, Levels of automation, Linear temporal logic, Modes of operation, Reachability analysis, Safety of vehicles, Vehicles
National Category
Control Engineering Robotics and automation Computer Sciences
Identifiers
URN: urn:nbn:se:kth:diva-301189DOI: 10.1109/CDC42340.2020.9304186ISI: 000717663401035Scopus ID: 2-s2.0-85099886725OAI: oai:DiVA.org:kth-301189DiVA, id: diva2:1591782
Conference
59th IEEE Conference on Decision and Control, CDC 2020, 14 December 2020 through 18 December 2020
Funder
Knut and Alice Wallenberg FoundationSwedish Research Council
Note

QC 20210907

Available from: 2021-09-07 Created: 2021-09-07 Last updated: 2025-02-05Bibliographically approved

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Jiang, FrankGao, YulongJohansson, Karl H.

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Jiang, FrankGao, YulongXie, LihuaJohansson, Karl H.
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Decision and Control Systems (Automatic Control)School of Electrical Engineering and Computer Science (EECS)
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