From crowd simulation to airbag deployment: particle systems, a new paradigm of simulation
Abstract
We describe a new technique for simulations of large communication networks. This technique is based on a new approach for mobile communication networks modeling by means of point processes and stochastic geometry tools. Simulator ARC developed by the authors and described in the paper uses recent effective geometrical algorithms for computing the topology of the system model. New algorithms based on stochastic gradient technique and implemented in the simulator allow evaluation of certain performance characteristics of the system and can be used for optimization of the systems parameters. We analyze the used estimator and give its asymptotic variance.
- Publication:
-
Journal of Electronic Imaging
- Pub Date:
- January 1997
- DOI:
- 10.1117/12.261175
- Bibcode:
- 1997JEI.....6...94B