This paper formalizes the role of continuous sensor telemetry within the SIS–10 safety kernel. We define typed sensor domains, stochastic measurement models, drift/bias/noise decomposition, failure predicates, predictive hazard scoring, reliability tracking, and a compositional safety invariant. The resulting formulation is compatible with SIS–10’s temporal algebra, event semantics, and SIL–based verification framework
Usman Zafar (Mon,) studied this question.
Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context: