Channel Modeling for Drug Carrier Matrices

TL;DR

This paper models diffusion-based spherical drug carriers as transmitters in molecular communication, deriving their channel response, validating with simulations, and highlighting the importance of realistic models over idealized ones.

Contribution

It introduces a detailed model for matrix-type drug carriers in molecular communication, deriving their channel response and comparing it with simpler models.

Findings

Derived the channel response for matrix-type drug carriers.

Validated the model through particle-based simulations.

Showed the equivalence of transparent spherical and matrix models in special cases.

Abstract

Molecular communications is a promising framework for the design of controlled-release drug delivery systems. In this framework, drug carriers are modeled as transmitters, the diseased cells as absorbing receivers, and the channel between transmitter and receiver as diffusive channel. However, existing works on drug delivery systems consider only simple drug carrier models, which limits their practical applicability. In this paper, we investigate diffusion-based spherical matrix-type drug carriers, which are employed in practice. In a matrix carrier, the drug molecules are dispersed in the matrix and diffuse from the inner to the outer layers of the carrier once immersed in a dissolution medium. We derive the channel response of the matrix carrier transmitter for an absorbing receiver and validate the results through particle-based simulations. Moreover, we show that a transparent spherical transmitter, with the drug molecules uniformly distributed over the entire volume, is as special case of the considered matrix system. For this case, we provide an analytical expression for the channel response. Finally, we compare the channel response of the matrix transmitter with those of point and transparent spherical transmitters to reveal the necessity of considering practical models.