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On the statistics of reaction-diffusion simulations for molecular communication
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Noel, Adam, Cheung, Karen C. and Schober, Robert (2015) On the statistics of reaction-diffusion simulations for molecular communication. In: NANOCOM' 15 Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication, Boston, MA, USA, 21-22 Sep 2015. Published in: NANOCOM' 15 Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication pp. 1-6. ISBN 9781450336741. doi:10.1145/2800795.2800821
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Official URL: http://dx.doi.org/10.1145/2800795.2800821
Abstract
A molecule traveling in a realistic propagation environment can experience stochastic interactions with other molecules and the environment boundary. The statistical behavior of some isolated phenomena, such as dilute unbounded molecular diffusion, are well understood. However, the coupling of multiple interactions can impede closed-form analysis, such that simulations are required to determine the statistics. This paper compares the statistics of molecular reaction-diffusion simulation models from the perspective of molecular communication systems. Microscopic methods track the location and state of every molecule, whereas mesoscopic methods partition the environment into virtual containers that hold molecules. The properties of each model are described and compared with a hybrid of both models. Simulation results also assess the accuracy of Poisson and Gaussian approximations of the underlying Binomial statistics.
| Item Type: | Conference Item (Paper) | ||||
|---|---|---|---|---|---|
| Divisions: | Faculty of Science, Engineering and Medicine > Engineering > Engineering | ||||
| Journal or Publication Title: | NANOCOM' 15 Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication | ||||
| Publisher: | ACM | ||||
| ISBN: | 9781450336741 | ||||
| Book Title: | Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication - NANOCOM' 15 | ||||
| Official Date: | 2015 | ||||
| Dates: |
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| Page Range: | pp. 1-6 | ||||
| DOI: | 10.1145/2800795.2800821 | ||||
| Status: | Peer Reviewed | ||||
| Publication Status: | Published | ||||
| Access rights to Published version: | Restricted or Subscription Access | ||||
| Conference Paper Type: | Paper | ||||
| Title of Event: | NANOCOM' 15 Proceedings of the Second Annual International Conference on Nanoscale Computing and Communication | ||||
| Type of Event: | Conference | ||||
| Location of Event: | Boston, MA, USA | ||||
| Date(s) of Event: | 21-22 Sep 2015 |
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