TY - GEN
T1 - Using spatial partitioning to reduce receiver signal variance in diffusion-based molecular communication
AU - Riaz, Muhammad Usman
AU - Awan, Hamdan
AU - Chou, Chun Tung
N1 - Publisher Copyright:
© 2018 Association for Computing Machinery.
PY - 2018/9/5
Y1 - 2018/9/5
N2 - This paper considers a diffusion-based molecular communication link assuming the receiver uses chemical reactions. When the signalling molecules reach the receiver, they react with the chemicals at the receiver to produce output molecules. We consider the number of output molecules over time as the output signal of the receiver. This output signal is stochastic because both diffusion and reactions are stochastic processes. If this output signal has high variance, then it can lead to degradation in communication performance. Inspired by the spatial partitioning of receptors in cell membrane, this paper investigates the effect of spatial partitioning on the variance of the output signal. By modelling the diffusion and reaction using linear noise approximation, we show that a spatially partitioned system gives a lower total output signal variance than one that does not use partitioning, especially in steady state.
AB - This paper considers a diffusion-based molecular communication link assuming the receiver uses chemical reactions. When the signalling molecules reach the receiver, they react with the chemicals at the receiver to produce output molecules. We consider the number of output molecules over time as the output signal of the receiver. This output signal is stochastic because both diffusion and reactions are stochastic processes. If this output signal has high variance, then it can lead to degradation in communication performance. Inspired by the spatial partitioning of receptors in cell membrane, this paper investigates the effect of spatial partitioning on the variance of the output signal. By modelling the diffusion and reaction using linear noise approximation, we show that a spatially partitioned system gives a lower total output signal variance than one that does not use partitioning, especially in steady state.
KW - Molecular communication
KW - Molecular receiver
KW - Signal variance
KW - Spatial partitioning
UR - http://www.scopus.com/inward/record.url?scp=85055801632&partnerID=8YFLogxK
U2 - 10.1145/3233188.3233192
DO - 10.1145/3233188.3233192
M3 - Conference contribution
AN - SCOPUS:85055801632
T3 - Proceedings of the 5th ACM International Conference on Nanoscale Computing and Communication, NANOCOM 2018
BT - Proceedings of the 5th ACM International Conference on Nanoscale Computing and Communication, NANOCOM 2018
PB - Association for Computing Machinery (ACM)
Y2 - 5 September 2018 through 7 September 2018
ER -