Title :
An adaptive approach to Target Controlled Infusion
Author :
Silva, Margarida M. ; Alonso, Hugo ; Lemos, Joao M. ; Mendonca, Teresa
Author_Institution :
DMA, FCUP, Porto, Portugal
Abstract :
This paper proposes an adaptive approach to improve the performance of Target Controlled Infusion (TCI) based strategies. The method determines an adequate drug dose profile that drives the drug effect on the individual patient to a desired target in a prespecified period of time. It combines an optimal variance constrained drug dose design with a hybrid identification of the individual patient dynamics. Simulation results based on a bank of one hundred neuromuscular blockade patient models are presented to demonstrate the feasibility of the proposed method.
Keywords :
adaptive control; drugs; identification; neuromuscular stimulation; TCI-based strategies; adaptive approach; drug dose profile; drug effect; hybrid identification; neuromuscular blockade patient models; optimal variance constrained drug dose design; patient dynamics; performance improvement; target controlled infusion; Adaptation models; Drugs; Equations; Mathematical model; Neuromuscular; Steady-state; Transient analysis;
Conference_Titel :
Control Conference (ECC), 2009 European
Conference_Location :
Budapest
Print_ISBN :
978-3-9524173-9-3