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Closed-Loop Long-Term Experimental Molecular Communication System 闭环长期实验分子通信系统
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-30 DOI: 10.1109/TMBMC.2025.3615924
Maike Scherer;Lukas Brand;Louis Wolf;Teena Tom Dieck;Maximilian Schäfer;Sebastian Lotter;Andreas Burkovski;Heinrich Sticht;Robert Schober;Kathrin Castiglione
We present a fluid-based experimental molecular communication (MC) testbed which uses media modulation. Motivated by the natural human cardiovascular system, the testbed operates in a closed-loop tube system. The proposed system is designed to be resource-efficient and controllable from outside the tube. As signaling molecule, the testbed employs the biocompatible green fluorescent protein variant “Dreiklang” (GFPD). GFPDs can be reversibly switched via light of different wavelengths between a bright fluorescent state and a less fluorescent state. GFPDs in solution are filled into the testbed prior to the start of information transmission and remain there for an entire experiment. For information transmission, an optical transmitter (TX) and an optical eraser (EX), which are located outside the tube, are used to write and erase the information encoded in the state of the GFPDs, respectively. At the receiver (RX), the state of the GFPDs is read out by fluorescence detection. In our testbed, due to the closed-loop setup and the long experiment durations of up to 125 hours, we observe new forms of inter-symbol interferences (ISI), which do not occur in short experiments and open-loop systems. In particular, up to four different forms of ISI, namely channel ISI, inter-loop ISI, offset ISI, and permanent ISI, occur in the considered system. For the testbed, we developed a communication scheme, which includes blind transmission start detection, symbol-by-symbol synchronization, and adaptive threshold detection, that supports higher order modulation. We comprehensively analyze our MC experiments using the absolute mean Euclidean distance (AMED), eye diagram, and bit error rate (BER) as performance metrics. Furthermore, we experimentally demonstrate the error-free transmission of 5,370 bit at a data rate of $36~mathrm {bit}{,}min ^{boldsymbol {-1}}$ using 8-ary modulation and the error-free binary transmission of around 90,000 bit at a data rate of $12~mathrm {bit}{,}min ^{boldsymbol {-1}}$ . For the latter experiment, data was transmitted continuously for a period of more than five days (125 hours) during which no signaling molecules were injected into or removed from the system. All signals recorded during the experiments, representing more than 250 kbit of data transmitted via MC, and parts of the evaluation code are publicly available on Zenodo and Github, respectively.
提出了一种基于介质调制的流体实验分子通信(MC)试验台。受人类自然心血管系统的启发,该试验台在一个闭环管道系统中运行。所提出的系统被设计为资源高效且可从管外控制。实验平台采用生物相容性绿色荧光蛋白变体“Dreiklang”(GFPD)作为信号分子。GFPDs可以通过不同波长的光在明亮荧光状态和较弱荧光状态之间可逆地切换。在信息传输开始之前,溶液中的GFPDs被填充到试验台中,并在整个实验中保持在那里。在信息传输中,位于管外的光发射器TX (optical transmitter)和光擦除器EX (optical eraser)分别对gfpd状态下编码的信息进行写入和擦除。在接收器(RX), GFPDs的状态通过荧光检测读出。在我们的测试平台中,由于闭环设置和长达125小时的长实验持续时间,我们观察到新形式的符号间干扰(ISI),这在短实验和开环系统中不会发生。特别是,多达四种不同形式的ISI,即信道ISI,环间ISI,偏移ISI和永久ISI,出现在所考虑的系统中。对于测试平台,我们开发了一种支持高阶调制的通信方案,该方案包括盲传输启动检测、逐符号同步和自适应阈值检测。我们使用绝对平均欧氏距离(AMED)、眼图和误码率(BER)作为性能指标,全面分析了我们的MC实验。此外,我们实验证明了在数据速率为$36~ mathm {bit}{,}min ^{boldsymbol{-1}}$的情况下,使用8-ary调制的无错误传输5370比特,以及在数据速率为$12~ mathm {bit}{,}min ^{boldsymbol{-1}}$的情况下,无错误传输约90,000比特的二进制数据。对于后一项实验,数据连续传输超过五天(125小时),在此期间,没有信号分子注入或从系统中移除。在实验过程中记录的所有信号,代表通过MC传输的超过250kbit的数据,以及部分评估代码分别在Zenodo和Github上公开。
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引用次数: 0
Low-Cost Microfluidic Testbed for Molecular Communications With Integrated Hydrodynamic Gating and Screen-Printed Sensors 集成流体动力门控和丝网印刷传感器的低成本分子通信微流控试验台
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-24 DOI: 10.1109/TMBMC.2025.3614382
Maide Miray Albay;Eren Akyol;Fariborz Mirlou;Levent Beker;Murat Kuscu
Molecular Communications (MC), transferring information via chemical signals, holds promise for transformative healthcare applications within the Internet of Bio-Nano Things (IoBNT) framework. Despite promising advances toward practical MC systems, progress has been constrained by experimental testbeds that are costly, difficult to customize, and require labor-intensive fabrication. Here, we address these challenges by introducing a low-cost ( $sim {$}1$ per unit), rapidly fabricated (<1 hour), and highly customizable microfluidic testbed that integrates a cross-shaped, hydrodynamic gating-based microfluidic transmitter, and a screen-printed potentiometric sensor-based receiver. This platform enables precise spatiotemporal control over chemical signals and supports reconfigurable channel architectures along with on-demand sensor functionalization. As a proof of concept, we demonstrate a pH-based MC system combining a polyaniline (PANI)-functionalized screen printed sensor for real-time pH signal detection with a programmable hydrodynamic gating architecture, patterned in a double-sided adhesive tape, as the transmitter. By dynamically mixing phosphate-buffered saline (PBS) with an acidic solution (pH 3), the testbed reliably generates pH-encoded pulses. Experimental results confirm robust control over pulse amplitude and pulse width, enabling the simulation of end-to-end MC scenarios with 4-ary concentration shift keying (CSK) modulation. By combining affordability and rapid prototyping without compromising customizability, this platform is poised to accelerate the translation of MC concepts into practical IoBNT applications.
分子通信(MC)通过化学信号传输信息,有望在生物纳米物联网(IoBNT)框架内实现变革性医疗保健应用。尽管在实际MC系统方面有了很大的进展,但由于实验测试平台成本高,难以定制,并且需要劳动密集型的制造,因此进展受到限制。在这里,我们通过引入低成本(每单位1美元),快速制造(<1小时)和高度可定制的微流控试验台来解决这些挑战,该试验台集成了一个十字形状,基于流体动力门控的微流控变送器和一个基于丝网印刷的电位传感器的接收器。该平台能够对化学信号进行精确的时空控制,并支持可重构通道架构以及按需传感器功能化。作为概念验证,我们展示了一个基于pH的MC系统,该系统结合了聚苯胺(PANI)功能化的丝网印刷传感器,用于实时pH信号检测,以及可编程的流体动力门控架构,在双面胶带上绘制图案,作为发射器。通过动态混合磷酸盐缓冲盐水(PBS)和酸性溶液(pH为3),该试验台可靠地产生pH编码脉冲。实验结果证实了对脉冲幅度和脉冲宽度的鲁棒控制,实现了4元浓度偏移键控(CSK)调制的端到端MC场景模拟。通过在不影响可定制性的情况下结合可负担性和快速原型设计,该平台准备加速将MC概念转化为实际的IoBNT应用。
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引用次数: 0
DBSP: An End-to-End Pipeline for DNA Storage Data Reconstruction From DNA Sequencing DBSP: DNA存储数据重建的端到端管道
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-22 DOI: 10.1109/TMBMC.2025.3613268
Ben Cao;Yunzhu Zhao;Lei Xie;Qi Shao;Kun Wang;Bin Wang;Shihua Zhou;Pan Zheng
As the amount of data grows exponentially, traditional storage media face fundamental limitations in terms of density, lifespan, and energy consumption. DNA-based storage technology has become the most promising storage solution in recent years due to its ultra-high physical density, high stability, and low energy consumption. DNA sequencing is not only the core process of genomics, but is also a key step in reading data in DNA storage. However, sequencing errors are inevitable, and existing error correction codes can partially solve the problem, but they will introduce redundancy. In this work, we propose a Diversified Beam Search Path (DBSP) to process DNA sequencing data, aiming to improve nucleotide utilization in DNA storage and ensure data integrity. DBSP is a DNA storage data reconstruction pipeline from sequencing data that does not have additional redundancy. The scheme constructs the maximum node subgraph to cluster the sequencing data according to the similarity between sequences, finds the optimal solution of the candidate path set via a diverse beam search strategy, and finally introduces the consensus sequences into a nonredundant de Bruijn graph to solve the problem of path entanglement in the process of DNA sequence assembly. Experimental results show that DBSP outperforms multiple sequence alignment (MSA). The consensus sequence obtained by this scheme through multiple sequence alignment of diverse beam search has a smaller Levenshtein distance (LD) and Jaccard similarity closer to 1. It maintains a higher similarity to the encoded DNA at high error rates without redundancy. The nonredundant de Bruijn graph achieves over 68% sequence reconstruction rate. sequence recovery rate near 100% and the radians stable. In summary, this scheme can be an effective pre- or post-processing of error correction codes, and can realize end-to-end high-speed reconstruction of DNA storage data, and improve sequence reconstruction and sequence recovery rates, making DNA storage more reliable.
随着数据量呈指数级增长,传统存储介质在密度、寿命和能耗方面面临着根本性的限制。基于dna的存储技术以其超高物理密度、高稳定性、低能耗等优点成为近年来最有前途的存储解决方案。DNA测序是基因组学的核心过程,也是读取DNA存储数据的关键步骤。然而,排序错误是不可避免的,现有的纠错码可以部分解决这个问题,但它们会引入冗余。在这项工作中,我们提出了一种多样化的束搜索路径(DBSP)来处理DNA测序数据,旨在提高DNA存储中核苷酸的利用率并确保数据的完整性。DBSP是一个DNA存储数据重建管道,从测序数据,没有额外的冗余。该方案根据序列之间的相似性构造最大节点子图对测序数据进行聚类,通过多束搜索策略找到候选路径集的最优解,最后将一致性序列引入到非冗余de Bruijn图中,解决DNA序列组装过程中的路径纠缠问题。实验结果表明,DBSP优于多序列比对(MSA)。该方案通过不同波束搜索的多序列比对得到的一致性序列具有较小的Levenshtein距离(LD)和接近于1的Jaccard相似度。它在高错误率下与编码DNA保持较高的相似性,且无冗余。非冗余de Bruijn图实现了超过68%的序列重建率。序列恢复率接近100%,弧度稳定。综上所述,该方案可以对纠错码进行有效的预处理或后处理,实现DNA存储数据的端到端高速重构,提高序列重构率和序列恢复率,使DNA存储更加可靠。
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引用次数: 0
Embracing Errors Can Be More Efficient Than Avoiding Them Through Constrained Coding for DNA Data Storage 通过DNA数据存储的约束编码,接受错误比避免错误更有效
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-16 DOI: 10.1109/TMBMC.2025.3610330
Franziska Weindel;Andreas L. Gimpel;Robert N. Grass;Reinhard Heckel
DNA is an attractive medium for digital data storage. When data is stored on DNA, errors occur, making error-correcting codes critical for reliable storage. A common approach to reduce errors is constrained coding, which avoids homopolymers (consecutive repeated nucleotides) and balances GC content, as they are associated with higher error rates. However, constrained coding comes at the cost of an increase in redundancy. An alternative is to randomize DNA sequences, embrace errors, and compensate with additional coding redundancy. In this paper, we identify the error regimes in which embracing substitution errors is more efficient than constrained coding. Our results indicate that constrained coding for substitution errors can be inefficient in current DNA data storage systems. Theoretical analysis shows that constrained coding would be efficient only under high error rates in homopolymers and GC-imbalanced sequences, while empirical data show that error-rate increases for these nucleotides are minimal in current systems.
DNA是一种极具吸引力的数字数据存储介质。当数据存储在DNA上时,会发生错误,这使得纠错代码对可靠存储至关重要。减少错误的一种常用方法是约束编码,它避免均聚物(连续重复的核苷酸)并平衡GC含量,因为它们与较高的错误率相关。然而,约束编码是以增加冗余为代价的。另一种方法是随机化DNA序列,接受错误,并用额外的编码冗余进行补偿。在本文中,我们确定了包含替代错误比约束编码更有效的错误制度。我们的研究结果表明,在当前的DNA数据存储系统中,对替代错误的约束编码可能是低效的。理论分析表明,约束编码只有在均聚物和gc不平衡序列的高错误率下才有效,而经验数据表明,这些核苷酸的错误率增加在当前系统中是最小的。
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引用次数: 0
On Drug Delivery System Parameter Optimization via Semantic Information Theory 基于语义信息理论的给药系统参数优化研究
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-15 DOI: 10.1109/TMBMC.2025.3610350
Milica Lekić;Mohammad Zoofaghari;Ilangko Balasingham;Mladen Veletić
We investigate the application of semantic information theory to drug delivery systems (DDS) within the molecular communication (MC) framework. To operationalise this, we observe a DDS as a molecular concentration-based channel. Semantic information is defined as the amount of information required for a DDS to achieve its therapeutic goal in a dynamic environment. We derive it by introducing interventions, defined as modifications to DDS parameters, a viability function, and system-environment correlations quantified via the channel capacity. Here, the viability function represents DDS performance based on a drug dose-response relationship. Our model considers a system capable of inducing functional changes in a receiver cancer cell, where exceeding critical DDS parameter values can significantly reduce performance or cost-effectiveness. By analysing the MC-based DDS model through a semantic information perspective, we examine how correlations between the internalised particle concentration and the released particle concentration evolve under interventions. The final catalogue of results provides a quantitative basis for DDS design and optimisation, offering a method to determine optimal DDS parameter values under constraints such as chemical budget, desired effect and accuracy. Thus, the proposed framework can serve as a novel tool for guiding DDS design and optimisation.
我们在分子通信(MC)框架下研究语义信息理论在药物传递系统(DDS)中的应用。为了实现这一点,我们将DDS观察为基于分子浓度的通道。语义信息被定义为DDS在动态环境中实现其治疗目标所需的信息量。我们通过引入干预(定义为DDS参数的修改)、生存能力函数和通过信道容量量化的系统环境相关性来推导它。这里,活力函数表示基于药物剂量-反应关系的DDS性能。我们的模型考虑了一个能够诱导受体癌细胞功能变化的系统,其中超过临界DDS参数值会显着降低性能或成本效益。通过从语义信息的角度分析基于mc的DDS模型,我们研究了在干预下内化颗粒浓度和释放颗粒浓度之间的相关性是如何演变的。最终的结果目录为DDS的设计和优化提供了定量依据,提供了在化学预算、期望效果和精度等约束下确定DDS最优参数值的方法。因此,所提出的框架可以作为指导DDS设计和优化的新工具。
{"title":"On Drug Delivery System Parameter Optimization via Semantic Information Theory","authors":"Milica Lekić;Mohammad Zoofaghari;Ilangko Balasingham;Mladen Veletić","doi":"10.1109/TMBMC.2025.3610350","DOIUrl":"https://doi.org/10.1109/TMBMC.2025.3610350","url":null,"abstract":"We investigate the application of semantic information theory to drug delivery systems (DDS) within the molecular communication (MC) framework. To operationalise this, we observe a DDS as a molecular concentration-based channel. Semantic information is defined as the amount of information required for a DDS to achieve its therapeutic goal in a dynamic environment. We derive it by introducing interventions, defined as modifications to DDS parameters, a viability function, and system-environment correlations quantified via the channel capacity. Here, the viability function represents DDS performance based on a drug dose-response relationship. Our model considers a system capable of inducing functional changes in a receiver cancer cell, where exceeding critical DDS parameter values can significantly reduce performance or cost-effectiveness. By analysing the MC-based DDS model through a semantic information perspective, we examine how correlations between the internalised particle concentration and the released particle concentration evolve under interventions. The final catalogue of results provides a quantitative basis for DDS design and optimisation, offering a method to determine optimal DDS parameter values under constraints such as chemical budget, desired effect and accuracy. Thus, the proposed framework can serve as a novel tool for guiding DDS design and optimisation.","PeriodicalId":36530,"journal":{"name":"IEEE Transactions on Molecular, Biological, and Multi-Scale Communications","volume":"12 ","pages":"11-21"},"PeriodicalIF":2.3,"publicationDate":"2025-09-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145861205","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Guest Editorial Understanding Communicable Diseases Through the Lens of Molecular Communications 从分子通讯的角度理解传染病
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-11 DOI: 10.1109/TMBMC.2025.3601681
Prabhat Kumar Sharma;Mauro Femminella;Sudhir Kumar
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引用次数: 0
IEEE Communications Society Information IEEE通信学会信息
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-11 DOI: 10.1109/TMBMC.2025.3601476
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引用次数: 0
A Distributed Scheduling Algorithm for TDMA in Diffusion-Based Molecular Communication 基于扩散的分子通信中TDMA的分布式调度算法
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-10 DOI: 10.1109/TMBMC.2025.3608500
Michael Gattringer;Stefan Angerbauer;Andreas Springer;Werner Haselmayr
In this paper, we propose a novel distributed scheduling algorithm for time-division multiple access (TDMA) in diffusion-based molecular communication systems. We consider a receiver nano device (ND) surrounded by randomly distributed transmitter NDs. The goal of the proposed scheduling algorithm is to arrange transmissions of the different transmitter NDs in order to mitigate inter-user interferences (IUI). Each ND follows the scheduling algorithm, which only requires listening to the channel and measuring time, but no synchronization. We provide a theoretical foundation and verify the functionality of the algorithm with a particle-based simulation (PBS). Furthermore, we compare the performance of the algorithm in terms of temporal channel utilization with an ideal (centralized) scheduling algorithm, which shows similar results for large packet lengths.
本文提出了一种适用于扩散型分子通信系统时分多址(TDMA)的分布式调度算法。我们考虑一个被随机分布的发射端纳米器件包围的接收端纳米器件。提出的调度算法的目标是安排不同发送器NDs的传输,以减轻用户间干扰(IUI)。每个ND都遵循调度算法,只需要监听信道和测量时间,不需要同步。我们提供了理论基础,并通过基于粒子的模拟(PBS)验证了算法的功能。此外,我们比较了算法在时间通道利用率方面的性能与理想的(集中式)调度算法,该算法在大数据包长度下显示类似的结果。
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引用次数: 0
From Steady to Pulsatile Flow in Molecular Communication: Propagation of Nanoparticles in Mid-Sized Arteries 分子通讯从稳定流动到脉动流动:纳米颗粒在中等动脉中的传播
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-10 DOI: 10.1109/TMBMC.2025.3608558
Luiz C. P. Wille;Christof Pfannenmüller;Jens Kirchner
The interplay of particle propagation due to fluid convection has been subject to extensive research in the areas of molecular communication (MC) and magnetic drug targeting (MDT). Although a lot of models have been developed already, often the time-varying nature of the background flow and the elasticity of the channel walls have been neglected. We propose a simulation-based analysis of particle propagation in the radial artery under pulsatile flow in comparison to classical laminar flow. The effect of elastic channel walls compared to rigid walls is investigated. Our results reveal that in the case of pulsatile flow, the channel impulse response (CIR) is formed by a series of sharp peaks synchronous to the cardiac cycle instead of the long-tailed shape of laminar flow. In particular, 70% of particle movement occurs in the first 30% of each cardiac cycle. The results indicate a strong impact of pulsatile flow on inter-symbol interference and thus the design of demodulation algorithms in MC as well as on the design of steering approaches in MDT.
在分子通信(MC)和磁性药物靶向(MDT)领域,由于流体对流引起的粒子传播相互作用已受到广泛的研究。虽然已经开发了许多模型,但往往忽略了背景水流的时变性质和通道壁的弹性。我们提出了一个基于模拟的分析粒子传播在桡动脉脉动流与经典层流的比较。研究了弹性通道壁与刚性通道壁的对比效应。研究结果表明,在脉动流情况下,通道脉冲响应(CIR)由一系列与心动周期同步的尖峰组成,而不是层流的长尾形状。特别是,70%的粒子运动发生在每个心动周期的前30%。结果表明,脉冲流对码间干扰有很大的影响,从而影响了MC中的解调算法设计以及MDT中的转向方法设计。
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引用次数: 0
An Engineered Neural Communication System Based on CDM Scheme for the Internet of Bio-Nano Things 生物纳米物联网中基于CDM方案的工程神经通信系统
IF 2.3 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2025-09-05 DOI: 10.1109/TMBMC.2025.3606625
Zhuoqun Jin;Huiyu Luo;Boyu Jiang;Yao Chen;Lin Lin
Transmitting information in engineered neural communication systems is a promising solution to delay-sensitive applications for the Internet of bio-nano Things (IoBNT). As widely used in wired and wireless communication systems, multiplexing could improve channel transmission efficiency in the neural communication system. In this article, we model a neural communication system and propose a neural signal multiplexing scheme based on code division multiplexing (CDM) principle. The whole system including channel modeling, neural coding, multiplexing scheme, and decoding method is presented. The optimal threshold and computational complexity are analyzed. The performance of the proposed scheme is evaluated in terms of bit error rate (BER) and mutual information rate in comparison with our previous methods. The work can help researchers better understand the underlying mechanism of neural multiplexing and pave the way for the implementation of IoBNT applications.
在工程神经通信系统中传输信息是生物纳米物联网(IoBNT)延迟敏感应用的一个有前途的解决方案。多路复用技术广泛应用于有线和无线通信系统中,可以提高神经通信系统的信道传输效率。在本文中,我们建立了一个神经通信系统模型,并提出了一种基于码分复用(CDM)原理的神经信号复用方案。介绍了整个系统,包括信道建模、神经编码、多路复用方案和解码方法。分析了最优阈值和计算复杂度。在误码率(BER)和互信息率(mutual information rate)方面对该方案的性能进行了评估,并与我们之前的方法进行了比较。这项工作可以帮助研究人员更好地理解神经多路复用的潜在机制,并为实现IoBNT应用铺平道路。
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引用次数: 0
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IEEE Transactions on Molecular, Biological, and Multi-Scale Communications
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