Game of Resource Exploitation in Molecular Communications with Unintended Nanomachine

IF 2.4 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC

IEEE Transactions on Molecular, Biological, and Multi-Scale Communications Pub Date : 2024-03-13 DOI:10.1109/TMBMC.2024.3396398

Sunil Kumar;Prabhat Kumar Sharma;Manav R. Bhatnagar

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引用次数: 0

Abstract

In many natural molecular communication systems, the transmitters exhibit the ability to collect and store the food or energy from the environment. The collected food or energy is used to produce information-carrying (IC) molecules. In scenarios, when more than one transmit node exist in the environment, they interact with each other to share the available common food molecular budget (CFMB). These strategic interactions among the nano-machines are critical to overall performance of the system. This work uses game theory to explore the effect of behavioral interactions among transmitter nanomachines (TNs) in a three-dimensional (3-D) diffusive environment where

$K$

TNs are deployed around the region of interest (RoI). The TNs share their observations to a supervisor nano-machine (SN) in presence of an eavesdropper called unintended receiver nano-machine (URN). For AND and OR fusion techniques at SN, the system performance is analyzed in terms of secured success rate

$(\overline {P}_{s})$

, receiver operating characteristics (ROC), and average error rate

$(\overline {P}_{e})$

. Several insights into the effects of cooperative and greedy behaviors of TNs are obtained. The results are verified through the Monte-Carlo and particle-based simulations (PBS).

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非预期纳米机器分子通信中的资源开发博弈

在许多天然的分子通信系统中，发射器表现出从环境中收集和储存食物或能量的能力。收集到的食物或能量被用来制造携带信息的分子。当环境中存在多个传输节点时，它们相互作用以共享可用的共同食物分子预算（CFMB）。这些纳米机器之间的战略性相互作用对系统的整体性能至关重要。这项工作使用博弈论来探索在三维（3-D）扩散环境中发射机纳米机器（TNs）之间行为相互作用的影响，其中$K$ TNs部署在感兴趣区域（RoI）周围。在被称为无意接收纳米机（URN）的窃听者在场的情况下，tn将其观察结果分享给监督纳米机（SN）。对于SN下的AND和OR融合技术，系统性能根据安全成功率$(\overline {P}_{s})$、接收机工作特性（ROC）和平均错误率$(\overline {P}_{e})$进行分析。对tnn的合作行为和贪婪行为的影响有了一些新的认识。通过蒙特卡罗模拟和粒子模拟（PBS）验证了结果。

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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来源期刊

IEEE Transactions on Molecular, Biological, and Multi-Scale Communications Mathematics-Modeling and Simulation

CiteScore

3.90

自引率

13.60%

发文量

期刊介绍： As a result of recent advances in MEMS/NEMS and systems biology, as well as the emergence of synthetic bacteria and lab/process-on-a-chip techniques, it is now possible to design chemical “circuits”, custom organisms, micro/nanoscale swarms of devices, and a host of other new systems. This success opens up a new frontier for interdisciplinary communications techniques using chemistry, biology, and other principles that have not been considered in the communications literature. The IEEE Transactions on Molecular, Biological, and Multi-Scale Communications (T-MBMSC) is devoted to the principles, design, and analysis of communication systems that use physics beyond classical electromagnetism. This includes molecular, quantum, and other physical, chemical and biological techniques; as well as new communication techniques at small scales or across multiple scales (e.g., nano to micro to macro; note that strictly nanoscale systems, 1-100 nm, are outside the scope of this journal). Original research articles on one or more of the following topics are within scope: mathematical modeling, information/communication and network theoretic analysis, standardization and industrial applications, and analytical or experimental studies on communication processes or networks in biology. Contributions on related topics may also be considered for publication. Contributions from researchers outside the IEEE’s typical audience are encouraged.