Keyu Xiao;Luiz C. P. Wille;Daniel Fleischhauer;Sebastian Lotter;Stefan Lyer;Dietmar Drummer;Georg Fischer;Jens Kirchner
{"title":"Density Matters: The Effect of SPION Sedimentation on Molecular Communication","authors":"Keyu Xiao;Luiz C. P. Wille;Daniel Fleischhauer;Sebastian Lotter;Stefan Lyer;Dietmar Drummer;Georg Fischer;Jens Kirchner","doi":"10.1109/TMBMC.2026.3720566","DOIUrl":null,"url":null,"abstract":"Superparamagnetic iron-oxide nanoparticles (SPIONs) have emerged as promising information carriers in the field of molecular communication (MC). However, a critical discrepancy exists between theoretical models and experimental realities: while theoretical frameworks typically assume neutral buoyancy and neglect gravitational forces, practical implementations exhibit significant gravity-induced sedimentation. This oversight leads to substantial prediction errors and system unreliability. To address this, we developed an experimental testbed featuring a vertically oriented bifurcated channel, specifically designed to isolate and quantify the impact of gravity on signal propagation. Our experimental results empirically demonstrate that sedimentation causes significant deviations in channel impulse response (CIR), contradicting the simplifying assumptions found in existing literature. Furthermore, we elucidate the physical mechanism of sedimentation based on hydrodynamic instability to clarify the factors driving this settling behavior. This work highlights the necessity of incorporating gravitational effects into system modelling to ensure accurate performance assessment in realistic MC environments.","PeriodicalId":36530,"journal":{"name":"IEEE Transactions on Molecular, Biological, and Multi-Scale Communications","volume":"12 ","pages":"875-881"},"PeriodicalIF":2.5000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=11643295","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Molecular, Biological, and Multi-Scale Communications","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/11643295/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/8/5 0:00:00","PubModel":"Epub","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
Superparamagnetic iron-oxide nanoparticles (SPIONs) have emerged as promising information carriers in the field of molecular communication (MC). However, a critical discrepancy exists between theoretical models and experimental realities: while theoretical frameworks typically assume neutral buoyancy and neglect gravitational forces, practical implementations exhibit significant gravity-induced sedimentation. This oversight leads to substantial prediction errors and system unreliability. To address this, we developed an experimental testbed featuring a vertically oriented bifurcated channel, specifically designed to isolate and quantify the impact of gravity on signal propagation. Our experimental results empirically demonstrate that sedimentation causes significant deviations in channel impulse response (CIR), contradicting the simplifying assumptions found in existing literature. Furthermore, we elucidate the physical mechanism of sedimentation based on hydrodynamic instability to clarify the factors driving this settling behavior. This work highlights the necessity of incorporating gravitational effects into system modelling to ensure accurate performance assessment in realistic MC environments.
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.