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Application development using modeling and dynamical systems analysis

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conference contribution
posted on 2012-07-23, 13:16 authored by Eleanor O'Neill, Kris McGlinn, David Lewis, Eoin Bailey, Simon Dobson, Kevin McCarthy
Research on context aware systems is handicapped by the lack of readily available large scale data sets, as well as by the lack of tools by which researchers can interact effectively with such data sets across a range of scales and granularities. We show how virtual reality combined with a dynamical systems analysis approach can start to address these gaps. Simulation allows for generation of simulated sensor data at runtime and actuations of entities in the virtual world. The ease of sensor deployment and configurations in a simulated environment allows for rapid reconfigurations enabling generation of the required large scale data sets for analysis. Using these data sets, dynamical systems analysis can determine if a given application is functioning in a manner that is deemed to be correct.

History

Publication

CAMS '09 Proceedings of the 1st International Workshop on Context-Aware Middleware and Services: affiliated with the 4th International Conference on Communication System Software and Middleware (COMSWARE 2009;pp. 18-23

Publisher

Association for Computing Machinery

Note

peer-reviewed

Other Funding information

SFI, HEA

Rights

"© ACM, 2009. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in CAMS '09 Proceedings of the 1st International Workshop on Context-Aware Middleware and Services: affiliated with the 4th International Conference on Communication System Software and Middleware (COMSWARE 2009), http://dx.doi.org/10.1145/1554233.1554239

Language

English

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