Diagrammatic physical robot models

Alvaro Miyazawa*, Shahar Ahmadi, Ana Cavalcanti, James Baxter, Mark Post, Pedro Ribeiro, Jonathan Timmis, Thomas Wright

*Corresponding author for this work

    Research output: Contribution to journalArticlepeer-review

    Abstract

    Simulation is a favoured technique in robotics. It is, however, costly, in terms of development time, and its usability is limited by the lack of standardisation and portability of simulators. We present RoboSim, a diagrammatic tool-independent domain-specific language to model robotic platforms and their controllers. It can be regarded as a profile of UML/SysML enriched with time primitives, differential equations, and a mathematical semantics. Our previous work on RoboSim described a notation to specify control software. In this paper, we present a novel notation to describe physical models: block diagrams that can be linked to the platform-independent software model to characterise how services required by the software are realised by actuators and sensors. Behaviours are specified by differential equations, and simulations and mathematical models of the whole system can be generated automatically. Our main contributions are a modular and extensible diagrammatic notation that supports the explicit specification of physical behaviours; a set of validation rules that identify well-formed models; a model-to-model transformation from RoboSim to an input format accepted by several simulators; and a formal semantics for mathematical reasoning.
    Original languageEnglish
    JournalSoftware and Systems Modeling
    Early online date12 Mar 2025
    DOIs
    Publication statusE-pub ahead of print - 12 Mar 2025

    Keywords

    • simulation
    • verification
    • SDF
    • hybrid models
    • diagrammatic models

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