On the statistics of reaction-diffusion simulations for molecular communication
Noel A, Cheung KC, Schober R (2015)
Publication Type: Conference contribution
Publication year: 2015
Publisher: Association for Computing Machinery, Inc
Conference Proceedings Title: Proceedings of the 2nd ACM International Conference on Nanoscale Computing and Communication, ACM NANOCOM 2015
Event location: Boston, MA
ISBN: 9781450336741
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 reactiondiff usion 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.
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APA:
Noel, A., Cheung, K.C., & Schober, R. (2015). On the statistics of reaction-diffusion simulations for molecular communication. In Proceedings of the 2nd ACM International Conference on Nanoscale Computing and Communication, ACM NANOCOM 2015. Boston, MA, US: Association for Computing Machinery, Inc.
MLA:
Noel, Adam, Karen C. Cheung, and Robert Schober. "On the statistics of reaction-diffusion simulations for molecular communication." Proceedings of the 2nd ACM International Conference on Nanoscale Computing and Communication, ACM NANOCOM 2015, Boston, MA Association for Computing Machinery, Inc, 2015.
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