Anesthesia infusion models: knowledge-based real-time identification via stochastic approximation
作者： Le Yi Wang , Hong Wang , G.G. Yin
关键词:
摘要: The modeling and identification methodology introduced in the paper captures unique features encountered developing a computer-aided control strategy for anesthesia drug infusion. Rather than using models of high complexity, we follow insights anesthesiologists representing basic patient response to infusion that are essential control. model parameters initiated by expert knowledge improved upon real-time when clinical measurement data become available.
sci-hub.se 参考文章(7)
G. Yin, Adaptive filtering with averaging Springer, New York, NY. pp. 375- 396 ,(1995) , 10.1007/978-1-4419-8568-2_18
M. Milanese, A. Vicino, Optimal estimation theory for dynamic systems with set membership uncertainty: an overview Automatica. ,vol. 27, pp. 997- 1009 ,(1991) , 10.1016/0005-1098(91)90134-N
(Iain) J. B. Glen, Helmut Schwilden, Donald R. Stanski, Workshop on Safe Feedback Control of Anesthetic Drug Delivery Anesthesiology. ,vol. 91, pp. 600- 601 ,(1999) , 10.1097/00000542-199908000-00067
Le Yi Wang, G.G. Yin, Persistent identification of systems with unmodeled dynamics and exogenous disturbances IEEE Transactions on Automatic Control. ,vol. 45, pp. 1246- 1256 ,(2000) , 10.1109/9.867017
Adaptive and intelligent control in anesthesia IEEE Control Systems Magazine. ,vol. 12, pp. 6- 11 ,(1992) , 10.1109/37.168810
E. Mortier, M. Struys, T. De Smet, L. Versichelen, G. Rolly, Closed‐loop controlled administration of propofol using bispectral analysis Anaesthesia. ,vol. 53, pp. 749- 754 ,(1998) , 10.1046/J.1365-2044.1998.00467.X
Carl Rosow, Paul J. Manberg, Bispectral index monitoring Anesthesiology Clinics of North America. ,vol. 19, pp. 947- 966 ,(2001) , 10.1016/S0889-8537(01)80018-3