TY  - JOUR
U1  - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed)
A1  - Nordmann, Arne
A1  - Hochgeschwender, Nico
A1  - Wigand, Dennis
A1  - Wrede, Sebastian
T1  - A Survey on Domain-Specific Modeling and Languages in Robotics
JF  - Journal of Software Engineering for Robotics
N2  - The development of advanced robotic systems is challenging as expertise from multiple domains needs to be integrated conceptually and technically. Model-driven engineering promises an efficient and flexible approach for developing robotics applications that copes with this challenge. Domain-specific modeling allows to describe robotics concerns with concepts and notations closer to the respective problem domain. This raises the level of abstraction and results in models that are easier to understand and validate. Furthermore, model-driven engineering allows to increase the level of automation, e.g. through code generation, and to bridge the gap between modeling and implementation. The anticipated results are improved efficiency and quality of the robotics systems engineering process. Within this contribution, we survey the available literature on domain-specific modeling and languages that target core robotics concerns. In total 137 publications were identified that comply with a set of defined criteria, which we consider essential for contributions in this field. With the presented survey, we provide an overview on the state-of-the-art of domain-specific modeling approaches in robotics. The surveyed publications are investigated from the perspective of users and developers of model-based approaches in robotics along a set of quantitative and qualitative research questions. The presented quantitative analysis clearly indicates the rising popularity of applying domain-specific modeling approaches to robotics in the academic community. Beyond this statistical analysis, we map the selected publications to a defined set of robotics subdomains and typical development phases in robotic systems engineering as reference for potential users. Furthermore, we analyze these contributions from a language engineering viewpoint and discuss aspects such as the methods and tools used for their implementation as well as their documentation status, platform integration, typical use cases and the evaluation strategies used for validation of the proposed approaches. Finally, we conclude with recommendations for discussion in the model-driven engineering and robotics community based on the insights gained in this survey.
KW  - Model-Driven Engineering
KW  - Domain-Specific Modeling Languages,
KW  - Code Generation
KW  - Language Engineering
UN  - https://nbn-resolving.org/urn:nbn:de:hbz:1044-opus-26746
SN  - 2035-3928
SS  - 2035-3928
U6  - https://doi.org/10.6092/JOSER_2016_07_01_p75
DO  - https://doi.org/10.6092/JOSER_2016_07_01_p75
VL  - 7
IS  - 1
SP  - 75
EP  - 99
PB  - Università degli studi di Bergamo
ER  -