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A federation of simulations based on cellular automata in cyber-physical systems

Abstract : In cyber-physical system (CPS), cooperation between a variety of computational and physical elements usually poses difficulties to current modelling and simulation tools. Although much research has proposed to address those challenges, most solutions do not completely cover uncertain interactions in CPS. In this paper, we present a new approach to federate simulations for CPS. A federation is a combination of, and coordination between simulations upon a standard of communication. In addition, a mixed simulation is defined as several parallel simulations federated in a common time progress. Such simulations run on the models of physical systems, which are built based on cellular automata theory. The experimental results are performed on a federation of three simulations of forest fire spread, river pollution diffusion and wireless sensor network. The obtained results can be utilized to observe and predict the behaviours of physical systems in their interactions.
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Contributor : Bernard Pottier Connect in order to contact the contributor
Submitted on : Friday, February 19, 2016 - 8:37:49 AM
Last modification on : Monday, March 14, 2022 - 11:08:08 AM

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Tran Hoang Van, Huynh Hiep Xuan, Phan Vinh Cong, Bernard Pottier. A federation of simulations based on cellular automata in cyber-physical systems. Endorsed Transactions on Context-aware Systems and Applications, EAI, 2016, EAI Endorsed Transactions on Context-aware Systems and Applications 16(7): e3, 16 (7), ⟨10.4108/eai.12-2-2016.151086⟩. ⟨hal-01276229⟩



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