Efficient robust monitoring for STL
Monitoring transient behaviors of real-time systems plays an important role in model-based
systems design. Signal Temporal Logic (STL) emerges as a convenient and powerful …
systems design. Signal Temporal Logic (STL) emerges as a convenient and powerful …
Robust online monitoring of signal temporal logic
Signal temporal logic (STL) is a formalism used to rigorously specify requirements of
cyberphysical systems (CPS), ie, systems mixing digital or discrete components in …
cyberphysical systems (CPS), ie, systems mixing digital or discrete components in …
On-line monitoring for temporal logic robustness
In this paper, we provide a Dynamic Programming algorithm for on-line monitoring of the
state robustness of Metric Temporal Logic specifications with past time operators. We …
state robustness of Metric Temporal Logic specifications with past time operators. We …
Monitoring temporal properties of continuous signals
O Maler, D Nickovic - International symposium on formal techniques in …, 2004 - Springer
In this paper we introduce a variant of temporal logic tailored for specifying desired
properties of continuous signals. The logic is based on a bounded subset of the real-time …
properties of continuous signals. The logic is based on a bounded subset of the real-time …
Quantitative monitoring of STL with edit distance
In cyber-physical systems (CPS), physical behaviors are typically controlled by digital
hardware. As a consequence, continuous behaviors are discretized by sampling and …
hardware. As a consequence, continuous behaviors are discretized by sampling and …
Conformal prediction for stl runtime verification
We are interested in predicting failures of cyber-physical systems during their operation.
Particularly, we consider stochastic systems and signal temporal logic specifications, and we …
Particularly, we consider stochastic systems and signal temporal logic specifications, and we …
Robust satisfaction of temporal logic over real-valued signals
We consider temporal logic formulae specifying constraints in continuous time and space on
the behaviors of continuous and hybrid dynamical system admitting uncertain parameters …
the behaviors of continuous and hybrid dynamical system admitting uncertain parameters …
RTAMT: Online robustness monitors from STL
D Ničković, T Yamaguchi - … on Automated Technology for Verification and …, 2020 - Springer
We present rtamt, an online monitoring library for Signal Temporal Logic (STL) and its
interface-aware variant (IA-STL), providing both discrete-and dense-time interpretation of the …
interface-aware variant (IA-STL), providing both discrete-and dense-time interpretation of the …
AMT: A Property-Based Monitoring Tool for Analog Systems
D Nickovic, O Maler - International Conference on Formal Modeling and …, 2007 - Springer
In this paper we describe AMT, a tool for monitoring temporal properties of continuous
signals. We first introduce Stl/Psl, a specification formalism based on the industrial standard …
signals. We first introduce Stl/Psl, a specification formalism based on the industrial standard …
Runtime verification for LTL and TLTL
This article studies runtime verification of properties expressed either in lineartime temporal
logic (LTL) or timed lineartime temporal logic (TLTL). It classifies runtime verification in …
logic (LTL) or timed lineartime temporal logic (TLTL). It classifies runtime verification in …