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A Synchronous Look at the Simulink Standard Library
Abstract : Hybrid systems modelers like Simulink come with a rich collection of discrete-time and continuous-time blocks. Most blocks are not defined in terms of more elementary ones—and some cannot be—but are instead written in imperative code and explained informally in a reference manual. This raises the question of defining a minimal set of orthogonal programming constructs such that most blocks can be programmed directly and thereby given a specification that is mathematically precise, and whose compiled version performs comparably to handwritten code. In this paper, we show that a fairly large set of blocks of a standard library like the one provided by Simulink can be programmed in a precise, purely functional language using stream equations, hierarchical automata, Ordinary Differential Equations (ODEs), and deterministic synchronous parallel composition. Some blocks cannot be expressed in our setting as they mix discrete-time and continuous-time signals in unprincipled ways that are statically forbidden by the type checker. The experiment is conducted in Zélus, a synchronous language that conservatively extends Lustre with ODEs to program systems that mix discrete-time and continuous-time signals.
Cited literature [29 references]
https://hal.inria.fr/hal-01575631
Contributor : Timothy Bourke Connect in order to contact the contributor
Submitted on : Monday, August 21, 2017 - 12:15:30 PM
Last modification on : Thursday, March 17, 2022 - 10:08:53 AM
Contributor : Timothy Bourke Connect in order to contact the contributor
Submitted on : Monday, August 21, 2017 - 12:15:30 PM
Last modification on : Thursday, March 17, 2022 - 10:08:53 AM
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emsoft2017.pdf
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