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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) doi:10.1109/SECONW.2018.8396342 ISSN 2155-5494.

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Official URL: https://doi.org/10.1109/SECONW.2018.8396342

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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)
Subjects: Q Science > QA Mathematics > QA75 (Please use QA76 Electronic Computers. Computer Science)
T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions: Faculty of Science, Engineering and Medicine > Engineering > 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
Dates:
DateEvent
28 June 2018Published
4 April 2018Accepted
DOI: 10.1109/SECONW.2018.8396342
Status: Peer Reviewed
Publication Status: Published
Access rights to Published version: Restricted or Subscription Access
Date of first compliant deposit: 17 April 2018
Date of first compliant Open Access: 17 April 2018
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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