Title :
ℒ1-adaptive methods for control of patient response to anesthesia
Author :
Ralph, M. ; Beck, C.L. ; Bloom, M.
Author_Institution :
Dept. of Ind. & Enterprise Syst. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
fDate :
June 29 2011-July 1 2011
Abstract :
In this paper, we discuss the first application of recently developed L1-adaptive control methods for closed-loop control of anesthesia delivery during surgery. Our initial objective, described herein, is to design controllers that are robust to inter-patient variability, such that patients follow a prespecifled Bispectral Index profile. The controllers are designed from identification-based models constructed from clinical trial data.
Keywords :
adaptive control; closed loop systems; control system synthesis; medical control systems; surgery; Bispectral Index profile; L1-adaptive control method; anesthesia delivery; anesthesia patient response control; closed loop control; controller design; identification-based model; inter-patient variability; surgery; Adaptation models; Anesthesia; Brain models; Control design; ISO; Surgery;
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
Print_ISBN :
978-1-4577-0080-4
DOI :
10.1109/ACC.2011.5991387
