Spherical Diffusion Model with Semi-Permeable Boundary: A Transfer Function Approach

TL;DR

This paper introduces a realistic analytical model for molecular diffusion within a bounded sphere with semi-permeable boundaries, enabling better design and analysis of biological and drug delivery systems.

Contribution

It presents a transfer function-based model for spherical diffusion with semi-permeable boundaries, incorporating feedback mechanisms for realistic boundary behavior.

Findings

Model accurately predicts particle transport in bounded spheres.

Simulation results verify the analytical approach.

Provides insights into parameter effects on diffusion dynamics.

Abstract

The derivation of suitable analytical models is an important step for the design and analysis of molecular communication systems. However, many existing models have limited applicability in practical scenarios due to various simplifications (e.g., assumption of an unbounded environment). In this paper, we develop a realistic model for particle diffusion in a bounded sphere and particle transport through a semi-permeable boundary. This model can be used for various applications, such as modeling of inter-/intra-cell communication or the release process of drug carriers. The proposed analytical model is based on a transfer function approach, which allows for fast numerical evaluation and provides insights into the impact of the relevant molecular communication system parameters. The proposed solution of the bounded spherical diffusion problem is formulated in terms of a state-space description and the semi-permeable boundary is accounted for by a feedback loop. Particle-based simulations verify the proposed modeling approach.