Channel Modeling for Diffusive Molecular Communication - A Tutorial Review

Journal article


Publication Details

Author(s): Jamali V, Ahmadzadeh A, Wicke W, Noel A, Schober R
Journal: Proceedings of the IEEE
Publication year: 2019
ISSN: 0018-9219


Abstract

Molecular communication (MC) is a new communication engineering paradigm where molecules are employed as information carriers. MC systems are expected to enable new revolutionary applications, such as sensing of target substances in biotechnology, smart drug delivery in medicine, and monitoring of oil pipelines or chemical reactors in industrial settings. As for any other kind of communication, simple yet sufficiently accurate channel models are needed for the design, analysis, and efficient operation of MC systems. In this paper, we provide a tutorial review on mathematical channel modeling for diffusive MC systems. The considered end-to-end MC channel models incorporate the effects of the release mechanism, the MC environment, and the reception mechanism on the observed information molecules. Thereby, the various existing models for the different components of an MC system are presented under a common framework and the underlying biological, chemical, and physical phenomena are discussed. Deterministic models characterizing the expected number of molecules observed at the receiver and statistical models characterizing the actual number of observed molecules are developed. In addition, we provide the channel models for time-varying MC systems with moving transmitters and receivers, which are relevant for advanced applications such as smart drug delivery with mobile nanomachines. For complex scenarios, where simple MC channel models cannot be obtained from first principles, we investigate the simulation- and experiment-driven channel models. Finally, we provide a detailed discussion of potential challenges, open research problems, and future directions in channel modeling for diffusive MC systems.


FAU Authors / FAU Editors

Ahmadzadeh, Arman
Lehrstuhl für Digitale Übertragung
Schober, Robert Prof. Dr.-Ing.
Lehrstuhl für Digitale Übertragung
Wicke, Wayan
Lehrstuhl für Digitale Übertragung


External institutions with authors

University of Warwick


How to cite

APA:
Jamali, V., Ahmadzadeh, A., Wicke, W., Noel, A., & Schober, R. (2019). Channel Modeling for Diffusive Molecular Communication - A Tutorial Review. Proceedings of the IEEE. https://dx.doi.org/10.1109/JPROC.2019.2919455

MLA:
Jamali, Vahid, et al. "Channel Modeling for Diffusive Molecular Communication - A Tutorial Review." Proceedings of the IEEE (2019).

BibTeX: 

Last updated on 2019-12-07 at 13:08