IEEE Control Systems · 2012 · 105 citations · 216 references
PharmacyBioengineeringBiomedical EngineeringDrug DeliveryNanoparticle Drug DeliveryNanotechnologyDrug Delivery SystemsMagnetic Field-responsive Drug DeliveryMagnetic-responsive Drug DeliveryNanomaterials For Drug DeliveryNanomedicineNanoparticle Delivery SystemsClosed-loop ManipulationClosed-loop Optimal ControlClosed-loop SystemsMagnetic Drug Delivery SystemsMagnetic EnergyMagnetic GuidanceMagnetic Nanoparticle Drug DeliveryNanoparticles
This article describes a range of results, from passive magnet design to optimal feedback control of a distributed ferrofluid. Representing magnetic forces as the gradient of a magnetic energy allowed design and demonstration, in animal experiments, of a simple open-loop two-magnet system to inject nanoparticles into the inner ear. Then a petri-dish test bed was used to develop and test optimal closed-loop manipulation of a single ferrofluid droplet.The demonstrated algorithms exploited the quadratic dependence of the magnetic forces on control inputs while accounting for magnet time delays and spatial discontinuities in the optimal control. All dimensional parameters were reduced to three essential nondimensional numbers, and ferrofluid behavior was mapped across the entire feasible drug delivery parameter space.
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