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Specifying and Monitoring Properties of Stochastic Spatio-Temporal Systems in Signal Temporal Logic
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Specifying and Monitoring Properties of Stochastic Spatio-Temporal Systems in Signal Temporal Logic
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Journal Article
Specifying and Monitoring Properties of Stochastic Spatio-Temporal Systems in Signal Temporal Logic
2022
Overview
We present an extension of the linear time, time-bounded, Signal Temporal Logic to describe spatio-temporal properties. We consider a discrete location/ patch-based representation of space, with a population of interacting agents evolving in each location and with agents migrating from one patch to another one. We provide both a boolean and a quantitative semantics to this logic. We then present monitoring algorithms to check the validity of a formula, or to compute its satisfaction (robustness) score, over a spatio-temporal trace, exploiting these routines to do statistical model checking of stochastic models. We illustrate the logic at work on an epidemic example, looking at the diffusion of a cholera infection among communities living along a river.
Publisher
European Alliance for Innovation (EAI)
Subject
