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A new simulation algorithm for absorbing receiver in molecular communication
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Wang, Yiran, Noel, Adam and Yang, Nan (2018) A new simulation algorithm for absorbing receiver in molecular communication. In: IEEE International Conference on Sensing, Communication and Networking (SECON) Workshops 2018, Hong Kong, China, 11-13 Jun 2018. Published in: 2018 IEEE International Conference on Sensing, Communication and Networking (SECON Workshops) ISSN 2155-5494. doi:10.1109/SECONW.2018.8396342
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WRAP-A-new-simulation-algorithm-for-absorbing-receiver-Noel-2018.pdf - Accepted Version - Requires a PDF viewer. Download (630Kb) | Preview |
Official URL: https://doi.org/10.1109/SECONW.2018.8396342
Abstract
The simulation of diffusion-based molecular communication systems with absorbing receivers often requires a high computational complexity to produce accurate results. In this work, a new a priori Monte Carlo (APMC) algorithm is proposed to precisely simulate the molecules absorbed at a spherical receiver when the simulation time step length is relatively large. This algorithm addresses the limitations of the current refined Monte Carlo (RMC) algorithm, since the RMC algorithm provides accurate simulation only for a relatively small time step length. The APMC algorithm is demonstrated to achieve a higher simulation efficiency than the existing algorithms by finding that the APMC algorithm, for a relatively large time step length, absorbs the fraction of molecules expected by analysis, while other algorithms do not.
| Item Type: | Conference Item (Paper) | ||||||
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| Subjects: | Q Science > QA Mathematics > QA75 (Please use QA76 Electronic Computers. Computer Science) T Technology > TK Electrical engineering. Electronics Nuclear engineering |
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| Divisions: | Faculty of Science > Engineering | ||||||
| Library of Congress Subject Headings (LCSH): | Molecular communication (Telecommunication), Monte Carlo method, Algorithms | ||||||
| Journal or Publication Title: | 2018 IEEE International Conference on Sensing, Communication and Networking (SECON Workshops) | ||||||
| Publisher: | IEEE | ||||||
| ISSN: | 2155-5494 | ||||||
| Official Date: | 28 June 2018 | ||||||
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| DOI: | 10.1109/SECONW.2018.8396342 | ||||||
| Status: | Peer Reviewed | ||||||
| Publication Status: | Published | ||||||
| Access rights to Published version: | Restricted or Subscription Access | ||||||
| Conference Paper Type: | Paper | ||||||
| Title of Event: | IEEE International Conference on Sensing, Communication and Networking (SECON) Workshops 2018 | ||||||
| Type of Event: | Workshop | ||||||
| Location of Event: | Hong Kong, China | ||||||
| Date(s) of Event: | 11-13 Jun 2018 | ||||||
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