Detection and ISI mitigation in mobile molecular communication system for targeted drug delivery

IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Nano Communication Networks Pub Date : 2023-08-14 DOI:10.1016/j.nancom.2023.100476
Amit Kumar Shrivastava , Debanjan Das , Rajarshi Mahapatra
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Abstract

This paper proposes a targeted drug delivery system based on mobile molecular communication (MMC). The system consists of a mobile transmitter and a mobile reactive receiver. The transmitter can sense the required drug concentration and send commands to the receiver for drug delivery in the extracellular fluid (ECF). The commands are sent in the form of bits and the received signal is prone to noise and inter-symbol interference (ISI). Hence, at the receiver, two detection techniques, differential amplitude detector (DAD) and differential energy detector (DED) with ISI mitigation are proposed for MMC. Manchester-coded bits are transmitted using modified concentration shift keying (MCSK). In the proposed detection mechanism, an adaptive threshold technique is used for estimating the number of signaling molecules using the maximum a posteriori probability (MAP) rule. Further in each bit interval, dynamic distance estimation, signal reconstruction, and ISI mitigation are performed. Particle-based simulation for reactive receiver is also carried out to validate the results. A low bit error rate (BER) in the MMC system signifies the promising performance of the drug delivery system.

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用于靶向药物递送的移动分子通信系统中的检测和ISI缓解
本文提出了一种基于移动分子通信(MMC)的靶向给药系统。该系统由一个移动发射机和一个移动无功接收机组成。发射器可以感测所需的药物浓度,并向接收器发送用于细胞外液(ECF)中的药物递送的命令。命令以比特的形式发送,并且接收到的信号容易受到噪声和符号间干扰(ISI)的影响。因此,在接收器处,针对MMC提出了两种检测技术,差分幅度检测器(DAD)和具有ISI抑制的差分能量检测器(DED)。曼彻斯特编码比特是使用改进的集中移位键控(MCSK)来传输的。在所提出的检测机制中,自适应阈值技术用于使用最大后验概率(MAP)规则来估计信号分子的数量。此外,在每个比特间隔中,执行动态距离估计、信号重构和ISI减轻。并对反应式接收机进行了基于粒子的仿真验证。MMC系统中的低误码率(BER)表示药物递送系统的良好性能。
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
Nano Communication Networks
Nano Communication Networks Mathematics-Applied Mathematics
CiteScore
6.00
自引率
6.90%
发文量
14
期刊介绍: The Nano Communication Networks Journal is an international, archival and multi-disciplinary journal providing a publication vehicle for complete coverage of all topics of interest to those involved in all aspects of nanoscale communication and networking. Theoretical research contributions presenting new techniques, concepts or analyses; applied contributions reporting on experiences and experiments; and tutorial and survey manuscripts are published. Nano Communication Networks is a part of the COMNET (Computer Networks) family of journals within Elsevier. The family of journals covers all aspects of networking except nanonetworking, which is the scope of this journal.
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