Title :
Direct adaptive control of nonnegative and compartmental dynamical systems with time delay
Author :
Chellaboina, V. ; Haddad, W.M. ; Ramakrishnan, J. ; Hayakawa, T.
Author_Institution :
Dept. of Mech. & Aerosp. Eng., Missouri Univ., Columbia, MO, USA
fDate :
June 30 2004-July 2 2004
Abstract :
We develop a direct adaptive control framework for uncertain linear nonnegative and compartmental dynamical systems with unknown time delay. The specific focus of the paper is on compartmental pharmacokinetic models and their applications to drug delivery systems. In particular, we develop a Lyapunov-Krasovskii-based direct adaptive control framework for guaranteeing set-point regulation of the closed-loop system in the nonnegative orthant in the presence of unknown system time delay. The framework additionally guarantees nonnegativity of the control signal. Finally, we demonstrate the framework on a drug delivery model for general anesthesia involving system time delays.
Keywords :
Lyapunov methods; adaptive control; closed loop systems; delays; drug delivery systems; linear systems; uncertain systems; Lyapunov-Krasovskii-based direct adaptive control; anesthesia; closed loop system; compartmental dynamical systems; drug delivery systems; nonnegative dynamical systems; pharmacokinetic models; set point regulation; system time delays; time delay; uncertain linear nonnegative systems;
Conference_Titel :
American Control Conference, 2004. Proceedings of the 2004
Conference_Location :
Boston, MA, USA
Print_ISBN :
0-7803-8335-4