Robust Control of Nanoscale Drug Delivery System in Atherosclerosis: A Mathematical Approach
This paper proposes a mathematical approach for robust control of a nanoscale drug delivery system in treatment of atherosclerosis. First, a new nonlinear lumped model is introduced for mass transport in the arterial wall, and its accuracy is evaluated in comparison with the original distributed-par...
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Zusammenfassung: | This paper proposes a mathematical approach for robust control of a nanoscale
drug delivery system in treatment of atherosclerosis. First, a new nonlinear
lumped model is introduced for mass transport in the arterial wall, and its
accuracy is evaluated in comparison with the original distributed-parameter
model. Then, based on the notion of sliding-mode control, an abstract model is
designed for a smart drug delivery nanoparticle. In contrast to the competing
strategies on nanorobotics, the proposed nanoparticles carry simpler hardware
to penetrate the interior arterial wall and become more technologically
feasible. Finally, from this lumped model and the nonlinear control theory, the
overall system's stability is mathematically proven in the presence of
uncertainty. Simulation results on a well-known model, and comparisons with
earlier benchmark approaches, reveals that even when the LDL concentration in
the lumen is high, the proposed nanoscale drug delivery system successfully
reduces the drug consumption levels by as much as 16% and the LDL level in the
Endothelium, Intima, Internal Elastic Layer (IEL) and Media layers of an
unhealthy arterial wall by as much as 14.6%, 50.5%, 51.8%, and 64.4%,
respectively. |
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DOI: | 10.48550/arxiv.2111.11499 |