mlsanityData to 14 Oct 2026

Monitor-Based Runtime Assurance for Temporal Logic Specifications

arXiv 1908.03284 ↗First posted 8 Aug 2019eess.SY cs.SYcited by 1

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Abstract (arXiv)

This paper introduces the safety controller architecture as a runtime assurance mechanism for system specifications expressed as safety properties in Linear Temporal Logic (LTL). The safety controller has three fundamental components: a performance controller, a backup controller, and an assurance mechanism. The assurance mechanism uses a monitor, constructed as a finite state machine (FSM), to analyze a suggested performance control input and search for system trajectories that are bad prefixes of the system specification. A fault flag from the assurance mechanism denotes a potentially dangerous future system state and triggers a sequence of inputs that is guaranteed to keep the system safe for all time. A case study is presented which details the construction and implementation of a safety controller on a non-deterministic cyber-physical system.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 8 Aug 2019.

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