Diffusion Channel Characterization for A Cuboid Container: Some Insights into The Role of Dimensionality and Fluid Boundaries

Ankit, M. Bhatnagar
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Abstract

Dimensionality of the fluid environment plays a crucial role in characterizing the diffusive channel. It is generally believed that increasing the dimensionality of the fluid medium should negatively affect the hitting probabilities as the degrees of freedom of propagating molecules have been enhanced. This paper has twofold objectives, it provides the diffusion channel characterization of a molecular communication (MC) system in an enclosed cuboid geometry and then studies the effect of dimensionality and the size of the receiver on the obtained channel statistics. The motility probability distribution function (PDF) of the molecules in a constrained cuboid environment with five reflecting and one absorbing wall is derived. The first hitting time (FHT) PDF and the hitting probabilities of the molecules to the absorbing wall are deduced from the same. A comparative analytical study of the derived FHT PDF against the diffusion channel statistics of various bounded and unbounded environments is presented. The comparison quantitatively establishes that an MC system with suitably configured fluid boundaries and transmitter and receiver arrangement can completely eliminate the effect of dimensionality and the size of the receiver on the hitting probabilities. The study may be of use in designing practically efficient and economic MC systems.
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长方体容器的扩散通道表征:对维度和流体边界作用的一些见解
流体环境的维度在表征扩散通道中起着至关重要的作用。一般认为,增加流体介质的维数会对碰撞概率产生负面影响,因为传播分子的自由度增加了。本文有两个目的,首先给出了分子通信系统在封闭长方体中的扩散通道表征,然后研究了维数和接收器尺寸对得到的通道统计量的影响。导出了分子在具有5个反射壁和1个吸收壁的约束长方体环境中的运动概率分布函数。由此推导出分子对吸波壁的首次撞击时间(FHT) PDF和撞击概率。本文给出了推导出的FHT PDF与各种有界和无界环境下的扩散通道统计量的比较分析研究。定量比较表明,适当配置流体边界和发射器和接收器的MC系统可以完全消除维数和接收器尺寸对命中概率的影响。研究结果可为设计实际高效、经济的MC系统提供参考。
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