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Multi-scale stochastic simulation for diffusive molecular communication
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Noel, Adam, Cheung, Karen C. and Schober, Robert (2015) Multi-scale stochastic simulation for diffusive molecular communication. In: 2015 IEEE International Conference on Communications (ICC), London, UK, 8-12 Jun 2015. Published in: 2015 IEEE International Conference on Communications (ICC) pp. 1109-1115. doi:10.1109/ICC.2015.7248471 ISSN 550-3607.
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Official URL: http://dx.doi.org/10.1109/ICC.2015.7248471
Abstract
Recently, hybrid models have emerged that combine microscopic and mesoscopic regimes in a single stochastic reaction-diffusion simulation. Microscopic simulations track every individual molecule and are generally more accurate. Mesoscopic simulations partition the environment into subvolumes, track when molecules move between adjacent subvolumes, and are generally more computationally efficient. In this paper, we present the foundation of a multi-scale stochastic simulator from the perspective of molecular communication, for both mesoscopic and hybrid models, where we emphasize simulation accuracy at the receiver and efficiency in regions that are far from the communication link. Our multi-scale models use subvolumes of different sizes, between which we derive the diffusion event transition rate. Simulation results compare the accuracy and efficiency of traditional approaches with that of a regular hybrid method and with those of our proposed multi-scale methods.
| Item Type: | Conference Item (Paper) | ||||
|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
| Journal or Publication Title: | 2015 IEEE International Conference on Communications (ICC) | ||||
| Publisher: | IEEE | ||||
| ISSN: | 550-3607 | ||||
| Book Title: | 2015 IEEE International Conference on Communications (ICC) | ||||
| Official Date: | 10 September 2015 | ||||
| Dates: |
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| Page Range: | pp. 1109-1115 | ||||
| DOI: | 10.1109/ICC.2015.7248471 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | 2015 IEEE International Conference on Communications (ICC) | ||||
| Type of Event: | Conference | ||||
| Location of Event: | London, UK | ||||
| Date(s) of Event: | 8-12 Jun 2015 |
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