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

机译:具有流动和加性噪声的扩散分子通信的最佳接收器设计

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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.
机译:在本文中,我们针对扩散分子通信环境执行接收器设计。我们的模型包括沿任何方向的流动,除了发射器之外的信息分子源以及传播环境中的酶,以减轻符号间干扰。我们表征接收者观察之间的相互信息,以显示独立观察的频率。我们得出最大似然序列检测器以提供误码概率的下限。我们提出了加权和检测器系列,以实现更实际的实现,并推导出其预期的误码率。在某些条件下,最佳加权和检测器的性能表现为与匹配滤波器等效。接收器仿真结果表明,在检测器复杂度与可实现的误码率之间进行权衡,并且在任何方向上的缓慢流动都可以改善加权和检测器的性能。

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