IADSS: Intelligent Agent-Assisted Decision Support System for Diffusion-Based Molecular Nano Communication Networks

Ghalib H. Alshammri, Walid K. M. Ahmed, V. Lawrence
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Abstract

Although the cooperative transmission techniques have been developed for wireless sensor networks in recent years to improve the network transmission rate, delay and the bit error rate (BER) performance, the unique characteristics of the molecular communication (MC), such as implementing in nano-to-micro scale, the dynamic environment and the various network topology, make it extremely necessary to reconsider the implementation and analysis of the cooperative relay transmission. In this paper, we analyze and investigate the molecular communication network consisting of single transmitter and receiver nanomachines with the same type of carrier molecule. This communication takes place over an intelligent agent that aggregates the sensed data and simplify the complexity of the relaying algorithms to assist our communication channel, in which intermediate agent do not attempt to decode the information. This paper will describe a novel architecture to support the cooperative decision process by utilizing an intelligent agent in combination with pulse energy ratio and the sense-and-release technique. Furthermore, the inter-symbol interference (ISI) problem and reception noise are considered. The results illustrate that IADSS scheme is the powerful technique in improving the BER performance up to 10dB SNR gain compared to the State-of-the-Art relaying schemes. As a result, this scheme can be substantially reduced the complexity of the receiver's threshold-based detection strategy. Finally, experimental results show that the MC throughput of the entire network is greatly increased by exploiting the benefit of the cooperative intelligent agent with the sense-and-release technique.
基于扩散的分子纳米通信网络智能代理辅助决策支持系统
尽管近年来无线传感器网络发展了协作传输技术,以提高网络传输速率、延迟和误码率(BER)性能,但分子通信(MC)的独特特性,如实现在纳微尺度、动态环境和各种网络拓扑结构,使得重新考虑协作中继传输的实现和分析非常必要。本文分析和研究了具有相同类型载体分子的单个发射和接收纳米机组成的分子通信网络。这种通信发生在一个智能代理上,该代理聚合感知数据并简化中继算法的复杂性,以辅助我们的通信通道,其中中间代理不试图解码信息。本文将利用智能体结合脉冲能量比和感知-释放技术,描述一种支持协同决策过程的新架构。此外,还考虑了码间干扰和接收噪声问题。结果表明,与现有的中继方案相比,IADSS方案在提高10dB信噪比增益方面是一种有效的技术。因此,该方案可以大大降低基于阈值的接收方检测策略的复杂性。最后,实验结果表明,利用智能体协同感知释放技术的优势,大大提高了整个网络的MC吞吐量。
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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