Percolation and connection times in multi-scale dynamic networks
- Jahnel, Benedikt
- Hirsch, Christian
- Cali, Eli
2020 Mathematics Subject Classification
- 60K35 60F10 82C22
- Continuum percolation, multi-scale model, scaling limit, bounded-hop percolation, wireless communication network
We study the effects of mobility on two crucial characteristics in multi-scale dynamic networks: percolation and connection times. Our analysis provides insights into the question, to what extent long-time averages are well-approximated by the expected values of the corresponding quantities, i.e., the percolation and connection probabilities. In particular, we show that in multi-scale models, strong random effects may persist in the limit. Depending on the precise model choice, these may take the form of a spatial birth-death process or a Brownian motion. Despite the variety of structures that appear in the limit, we show that they can be tackled in a common framework with the potential to be applicable more generally in order to identify limits in dynamic spatial network models going beyond the examples considered in the present work.
- Stochastic Process. Appl., published online on 16.06.2022 (2022), DOI 10.1016/j.spa.2022.06.008 .