Stochastic analytical model of nanonetwork synchronization using quorum sensing

P. Tissera, S. Choe
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Abstract

A coordinated bacterial nanonetwork could be applicable to large and diverse application areas including nanomedicine, nanobiotechnology, green-nanoproducts, and so on. For the construction of a bio-inspired coordinated bacterial molecular communication (MC) nanonetwork, synchronization technique is essential. This paper presents a stochastic analytical model of the nanonetwork synchronization using quorum sensing (QS). The QS mechanism that controls bacterial behavior in a collective manner is often observed in bacterial community. Bacteria use secreted chemical signaling molecules called autoinducers (AI) to communicate with each other. For more practical analysis, the presented bacterial network model employs a birth death-based statistical approach with a logistic growth curve (S curve) instead existing deterministic approach with an exponential growth curve (J curve). Assume that the internal or external AI concentration is Gaussian-distributed with corresponding mean and variance. Via simulation, we analyze the global synchronization behavior of the presented bio-inspired nanonetwork in terms of synchronization time, bacterial density, and AI concentration.
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基于群体感应的纳米网络同步的随机分析模型
协同细菌纳米网络可以应用于纳米医学、纳米生物技术、绿色纳米产品等广泛而多样的应用领域。构建仿生协同细菌分子通信(MC)纳米网络,同步技术至关重要。提出了基于群体感应的纳米网络同步的随机分析模型。在细菌群落中经常观察到集体控制细菌行为的QS机制。细菌利用分泌的化学信号分子——自动诱导物(AI)来相互交流。为了进行更实际的分析,本文提出的细菌网络模型采用基于出生死亡的统计方法,采用logistic增长曲线(S曲线),而不是现有的确定性方法,采用指数增长曲线(J曲线)。假设内部或外部AI浓度为高斯分布,具有相应的均值和方差。通过仿真,我们从同步时间、细菌密度和人工智能浓度等方面分析了所提出的仿生纳米网络的全局同步行为。
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