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Article Dans Une Revue Journal of Difference Equations and Applications Année : 2023

On the use of chaotic dynamics for mobile network design and analysis: towards a trace data generator

Résumé

With the constant increase of the number of autonomous vehicles and connected objects, tools to understand and reproduce their mobility models are required. We focus on chaotic dynamics and review their applications in the design of mobility models. We also provide a review of the nonlinear tools used to characterize mobility models, as it can be found in the literature. Finally, we propose a method to generate traces for a given scenario involving moving people, using tools from the nonlinear analysis domain usually dedicated to topological analysis of chaotic attractors.
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Dates et versions

hal-04102157 , version 1 (22-05-2023)

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Martin Rosalie, Serge Chaumette. On the use of chaotic dynamics for mobile network design and analysis: towards a trace data generator. Journal of Difference Equations and Applications, 2023, pp.1-18. ⟨10.1080/10236198.2023.2194452⟩. ⟨hal-04102157⟩
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