{"title":"Localization With Joint Diffusion-Based Molecular Communication and Sensing Systems: Fundamental Limits and Tradeoffs","authors":"Flavio Zabini","doi":"10.1109/TMBMC.2024.3463672","DOIUrl":null,"url":null,"abstract":"This paper introduces and examines a novel joint communication and sensing system based on molecular diffusion. Using a configuration of at least four fully absorbing spherical receivers, the proposed system achieves precise 3D-localization of a pointwise transmitter by counting the same molecules emitted for communication purposes. We develop an analytical framework to explore the fundamental limits of communication and localization within this context. Exact closed-form expressions for the bit error probability and the Cramér-Rao bound on localization error are derived, considering both Poisson concentration and timing transmitter models, with and without accounting for molecule degradation. For the first time, theoretical trade-offs between communication and localization performance are established, taking inter-symbol interference and molecule degradation into account. In scenarios without molecule degradation, inter-symbol interference detrimentally affects communication but enhances localization. Conversely, the introduction of degradation improves communication performance but partially compromises localization effectiveness. These trade-offs are navigated by adjusting number of transmitted symbols or degradation rate, respectively. Furthermore, we compare communication and localization ranges, alongside the associated costs measured in terms of average emitted molecules required to meet performance requirements.","PeriodicalId":36530,"journal":{"name":"IEEE Transactions on Molecular, Biological, and Multi-Scale Communications","volume":"11 1","pages":"13-29"},"PeriodicalIF":2.4000,"publicationDate":"2024-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=10684284","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/10684284/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
This paper introduces and examines a novel joint communication and sensing system based on molecular diffusion. Using a configuration of at least four fully absorbing spherical receivers, the proposed system achieves precise 3D-localization of a pointwise transmitter by counting the same molecules emitted for communication purposes. We develop an analytical framework to explore the fundamental limits of communication and localization within this context. Exact closed-form expressions for the bit error probability and the Cramér-Rao bound on localization error are derived, considering both Poisson concentration and timing transmitter models, with and without accounting for molecule degradation. For the first time, theoretical trade-offs between communication and localization performance are established, taking inter-symbol interference and molecule degradation into account. In scenarios without molecule degradation, inter-symbol interference detrimentally affects communication but enhances localization. Conversely, the introduction of degradation improves communication performance but partially compromises localization effectiveness. These trade-offs are navigated by adjusting number of transmitted symbols or degradation rate, respectively. Furthermore, we compare communication and localization ranges, alongside the associated costs measured in terms of average emitted molecules required to meet performance requirements.
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.