Anisotropic Diffusion Model of Communication in 2D Biofilm

A biofilm is a microbial city. It consists of bacteria embedded in an extracellular polymeric substance (EPS) that functions as a protective barrier. Quorum sensing (QS) is a method of bacterial communication, where autoinducers (AIs) propagate via diffusion through the EPS and water channels within the biofilm. This diffusion process is anisotropic due to varying densities between the EPS and water channels. This study introduces a 2D anisotropic diffusion model for molecular communication (MC) within biofilms, analyzing information propagation between a point-to-point transmitter (TX) and receiver (RX) in bounded space. The channel impulse response is derived using Green’s function for concentration (GFC) and is validated with particle-based simulation (PBS). The outcomes reveal similar results for both isotropic and anisotropic diffusion when the TX is centrally located due to symmetry. However, anisotropic conditions lead to greater diffusion peaks when the TX is positioned off-center. Additionally, the propagation of AIs is inversely proportional to both overall biofilm size and diffusion coefficient values. It is hypothesized that anisotropic diffusion supports faster responses to hostile environmental changes because signals can propagate faster from the edge of the biofilm to the center.

Authors

Institutions

Publication Details

Journal
IEEE Transactions on Molecular Biological and Multi-Scale Communications
Published
2025-03-27
DOI
https://doi.org/10.1109/tmbmc.2025.3552991
Primary Topic
Molecular Communication and Nanonetworks
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Anisotropic Diffusion Model of Communication in 2D Biofilm

Adam Noel, Freya Harrison, Yanahan Paramalingam, Hamidreza Arjmandi et al.
IEEE Transactions on Molecular Biological and Multi-Scale Communications
Molecular Communication and Nanonetworks
article

Anisotropic Diffusion Model of Communication in 2D Biofilm

Adam Noel, Freya Harrison, Yanahan Paramalingam, Hamidreza Arjmandi, Tara Schiller
article en

Abstract

A biofilm is a microbial city. It consists of bacteria embedded in an extracellular polymeric substance (EPS) that functions as a protective barrier. Quorum sensing (QS) is a method of bacterial communication, where autoinducers (AIs) propagate via diffusion through the EPS and water channels within the biofilm. This diffusion process is anisotropic due to varying densities between the EPS and water channels. This study introduces a 2D anisotropic diffusion model for molecular communication (MC) within biofilms, analyzing information propagation between a point-to-point transmitter (TX) and receiver (RX) in bounded space. The channel impulse response is derived using Green’s function for concentration (GFC) and is validated with particle-based simulation (PBS). The outcomes reveal similar results for both isotropic and anisotropic diffusion when the TX is centrally located due to symmetry. However, anisotropic conditions lead to greater diffusion peaks when the TX is positioned off-center. Additionally, the propagation of AIs is inversely proportional to both overall biofilm size and diffusion coefficient values. It is hypothesized that anisotropic diffusion supports faster responses to hostile environmental changes because signals can propagate faster from the edge of the biofilm to the center.

IEEE Transactions on Molecular Biological and Multi-Scale CommunicationsVol. 11(2)
Memorial University of Newfoundland (CA), University of Warwick (GB), University of Birmingham (GB)
Openalex Percentile: Top 94%
Molecular Communication and Nanonetworks
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Anisotropic Diffusion Model of Communication in 2D Biofilm — Adam Noel, Freya Harrison, et al. · IEEE Transactions on Molecular Biological and Multi-Scale Communications (2025) | TGRS Research Map | TGRS