Selective Signal Detection with Ligand Receptors Under Interference in Molecular Communications

G. Muzio, M. Kuscu, Ö. Akan
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引用次数: 5

Abstract

Molecular Communications (MC) is a bio-inspired wireless communication technique that uses molecules as a means of information transfer among bio-nano devices. In this paper, we focus on the signal detection problem of MC receivers employing receptor molecules to infer the transmitted messages encoded into the concentration of molecules, i.e., ligands. We particularly consider a very common scenario in physiological conditions, where there is non-negligible concentration of interferer molecules in the channel, which have similar binding characteristics with the ligands, and thus, can bind to the receptors, causing substantial interference with the MC signal. We investigate three different maximum likelihood (ML) detection methods based on different observable parameters of the ligand-receptor binding mechanism, which are the instantaneous number of bound receptors and the amount of time the receptors stay unbound or bound within an observation time window. We carry out a comparative analysis to numerically evaluate the performance of the detection methods under different system settings.
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分子通信干扰下配体受体的选择性信号检测
分子通信(MC)是一种以生物为灵感的无线通信技术,它利用分子作为生物纳米设备之间信息传递的手段。本文主要研究MC接收器的信号检测问题,利用受体分子来推断编码到配体浓度中的传递信息。我们特别考虑了生理条件下非常常见的一种情况,即通道中存在不可忽略的干扰分子浓度,这些干扰分子与配体具有相似的结合特性,因此可以与受体结合,对MC信号造成实质性干扰。我们研究了三种不同的最大似然(ML)检测方法,这些方法基于配体-受体结合机制的不同可观察参数,即结合受体的瞬时数量和受体在观察时间窗内保持未结合或结合的时间。我们进行了比较分析,以数值评估不同系统设置下检测方法的性能。
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