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2015 | OriginalPaper | Buchkapitel

Towards a Verified Artificial Pancreas: Challenges and Solutions for Runtime Verification

Autoren: Fraser Cameron, Georgios Fainekos, David M. Maahs, Sriram Sankaranarayanan

Verlag: Springer International Publishing

Erschienen in: Runtime Verification

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Abstract

In this paper, we briefly examine the recent developments in artificial pancreas controllers, that automate the delivery of insulin to patients with type-1 diabetes. We argue the need for offline and online runtime verification for these devices, and discuss challenges that make verification hard. Next, we examine a promising simulation-based falsification approach based on robustness semantics of temporal logics. These ideas are implemented in the tool S-Taliro that automatically searches for violations of metric temporal logic (MTL) requirements for Simulink(tm)/Stateflow(tm) models. We illustrate the use of S-Taliro for finding interesting property violations in a PID-based hybrid closed loop control system.

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S-Taliro stands for System TemporAl LogIc RObustness.

Cf. https://sites.google.com/a/asu.edu/s-taliro/s-taliro.

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Titel

Towards a Verified Artificial Pancreas: Challenges and Solutions for Runtime Verification

Buch

Runtime Verification

Print ISBN: 978-3-319-23819-7

Electronic ISBN: 978-3-319-23820-3

https://doi.org/10.1007/978-3-319-23820-3

DOI

https://doi.org/10.1007/978-3-319-23820-3_1

Autoren:

Fraser Cameron
Georgios Fainekos
David M. Maahs
Sriram Sankaranarayanan

Verlag

Springer International Publishing

Sequenznummer

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