Optimal Receiver Design for Diffusive Molecular Communication With Flow and Additive Noise

被引:164
作者
Noel, Adam [1 ]
Cheung, Karen C. [1 ]
Schober, Robert [1 ,2 ]
机构
[1] Univ British Columbia, Dept Elect & Comp Engn, Vancouver, BC V6T 1Z4, Canada
[2] Friedrich Alexander Univ Erlangen Nurnberg FAU, Inst Digital Commun, Erlangen, Germany
基金
加拿大自然科学与工程研究理事会;
关键词
Diffusion; matched filter; molecular communication; sequence detection; weighted sum detector;
D O I
10.1109/TNB.2014.2337239
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
In this paper, we perform receiver design for a diffusive molecular communication environment. Our model includes flow in any direction, sources of information molecules in addition to the transmitter, and enzymes in the propagation environment to mitigate intersymbol interference. We characterize the mutual information between receiver observations to show how often independent observations can be made. We derive the maximum likelihood sequence detector to provide a lower bound on the bit error probability. We propose the family of weighted sum detectors for more practical implementation and derive their expected bit error probability. Under certain conditions, the performance of the optimal weighted sum detector is shown to be equivalent to a matched filter. Receiver simulation results show the tradeoff in detector complexity versus achievable bit error probability, and that a slow flow in any direction can improve the performance of a weighted sum detector.
引用
收藏
页码:350 / 362
页数:13
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