Robust satisfaction of temporal logic over real-valued signals

E880525

"Robust satisfaction of temporal logic over real-valued signals" is a research paper that extends temporal logic semantics to quantify how strongly or weakly real-valued signals satisfy temporal specifications, enabling more resilient verification and analysis of continuous and hybrid systems.

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Predicate Object
instanceOf research paper
appliesTo continuous-time signals
discrete-time signals
real-valued trajectories of dynamical systems
assumes signals take values in real numbers
characterizes robustness margins for satisfaction of temporal properties
robustness margins for violation of temporal properties
contributesTo design of robust controllers from temporal specifications
falsification and testing of control systems
monitoring of temporal properties in cyber-physical systems
defines robust satisfaction measure for temporal logic formulas
enables measuring how strongly a signal satisfies a temporal specification
measuring how strongly a signal violates a temporal specification
robust verification of continuous systems
robust verification of hybrid systems
sensitivity analysis of system behaviors with respect to specifications
extends Boolean semantics of temporal logic
field control theory
formal methods
hybrid systems
runtime monitoring
temporal logic
verification
focusesOn continuous and hybrid dynamical systems
quantitative semantics of temporal logic
real-valued signals
robustness of specification satisfaction
temporal specifications
goal improve resilience of temporal logic verification to perturbations
provide graded notion of satisfaction instead of purely Boolean
influenced later work on robust signal temporal logic semantics
tools for quantitative monitoring of temporal properties
introduces quantitative semantics for temporal logic over signals
isUsedIn analysis of embedded and cyber-physical systems
runtime monitoring of safety and liveness properties
simulation-based verification
relatesTo metric temporal logic
quantitative verification
signal temporal logic
supports optimization-based verification methods
search for counterexamples with maximal violation
search for trajectories with maximal satisfaction margin
uses distance of signals from specification violation sets
metric-based interpretation of temporal operators

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Oded Maler coAuthorOf Robust satisfaction of temporal logic over real-valued signals