A simple and scalable receiver model in molecular communication systems

L. Felicetti, M. Femminella, G. Reali
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引用次数: 10

Abstract

This paper shows a simple although reliable receiver model for diffusion-based molecular communication systems. Indeed, the complexity of molecular communications system, involving a massive number of interacting entities, makes scalability a fundamental property of simulators and modeling tools. A sample scenario is that of targeted drug delivery systems, which makes use of biological nanomachines close to a biological target, able to release molecules in a diseased area. The proposed model tackles the time needed for analyzing such a system by the introduction of an equivalent markovian queuing model, which reproduces the aggregate behavior of thousands of receptors spread over the receiver surface. Our results demonstrate that the proposed approach substantially matches simulation results achieved through detailed simulations of a large number of receivers by means of BiNS2 simulator, although the time taken for obtaining the results is order of magnitudes lower than the simulation time. We believe that this model is the precursor of novel models based on similar principles that allow realizing reliable simulations of body-wide systems.
分子通信系统中一种简单且可扩展的接收器模型
本文给出了一个简单但可靠的基于扩散的分子通信系统接收器模型。事实上,分子通信系统的复杂性,涉及大量相互作用的实体,使得可伸缩性成为模拟器和建模工具的基本属性。一个例子是靶向药物输送系统,它利用靠近生物靶标的生物纳米机器,能够在患病区域释放分子。提出的模型通过引入等效的马尔可夫排队模型来解决分析这样一个系统所需的时间问题,该模型再现了分布在接收器表面上的数千个接收器的总体行为。结果表明,该方法与利用BiNS2模拟器对大量接收机进行详细仿真得到的仿真结果基本吻合,尽管获得结果所需的时间比仿真时间低几个数量级。我们相信这个模型是基于类似原理的新模型的先驱,可以实现对全身系统的可靠模拟。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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