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基于扩散的分子通信中具有信息状态感知的信道编码设计。

ISI-Aware Channel Code Design for Molecular Communication via Diffusion.

出版信息

IEEE Trans Nanobioscience. 2019 Apr;18(2):205-213. doi: 10.1109/TNB.2019.2900466. Epub 2019 Feb 21.

Abstract

In molecular communication via diffusion, information molecules diffusing in the environment are subject to Brownian motion. Due to probabilistic propagation, the arrival of the molecules at the receiver is spread in time, leading to the reception of some molecules belonging to the previous symbol(s) during the upcoming symbol duration. Known as inter-symbol interference (ISI), this problem has been extensively studied in the literature by applying a large spectrum of techniques, mostly inspired by approaches in the wireless communication domain, including channel coding techniques. Unfortunately, many known channel codes do not perform well in the molecular communications domain since the diffusion channel features a significant memory component. In this paper, novel methods for channel coding by incorporating the effect of ISI in the design of the channel codes for the molecular diffusion channel are proposed. The results show that the proposed methods provide significant improvements in performance in terms of the codeword error rate.

摘要

在通过扩散进行的分子通信中,在环境中扩散的信息分子受到布朗运动的影响。由于概率传播,分子到达接收器的时间会分散,导致在即将到来的符号持续时间内接收到一些属于前一个符号的分子。这种现象称为符号间干扰(ISI),文献中已经广泛研究了这个问题,应用了大量技术,这些技术大多受到无线通信领域方法的启发,包括信道编码技术。不幸的是,由于扩散信道具有显著的记忆分量,许多已知的信道编码在分子通信领域表现不佳。在本文中,我们提出了通过在分子扩散信道的信道编码设计中结合 ISI 的影响来进行信道编码的新方法。结果表明,所提出的方法在码字错误率方面提供了显著的性能改进。

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