Title :
Blood glucose regulation in IDDM patient by H∞ control: An LMI approach
Author :
Mandal, Sharmistha ; Sutradhar, Ashoke
Author_Institution :
Dept. of Electr. Eng., Aliah Univ., Kolkata, India
Abstract :
This paper addresses the design of output feedback h-infinity controller to deliver insulin via an implantable micro-insulin dispenser for insulin-dependent diabetes mellitus (IDDM) patients. The concept of Linear Matrix Inequality (LMI) has been used for the design of the h-infinity controller. For synthesis of the controller, a 9th order linear state-space model of the multivariable nonlinear dynamic glucose-insulin process of the IDDM patient has been used. The performance of the resulting controller was tested on the nonlinear model of the process in simulation platform with necessary implants of the insulin pump and glucose sensor. The controller performance was assessed in terms of its ability to track a normoglycemic set point of 81mg/dl in presence of thrice daily meal disturbance and once daily exercise disturbance with other stochastic noises. The designed controller gives robust performance with good noise rejection.
Keywords :
biochemistry; biomechanics; blood; chemical sensors; diseases; drug delivery systems; feedback; linear matrix inequalities; medical control systems; molecular biophysics; noise; prosthetics; state-space methods; stochastic processes; H∞ control; IDDM patient; LMI approach; blood glucose regulation; controller performance; exercise disturbance; glucose sensor; implantable microinsulin dispenser; implants; insulin delivery; insulin pump; insulin-dependent diabetes mellitus; linear matrix inequality; linear state-space model; meal disturbance; multivariable nonlinear dynamic glucose-insulin process; noise rejection; normoglycemic set point; output feedback h-infinity controller; stochastic noises; Blood; Diabetes; Insulin; Noise; Output feedback; Process control; Sugar; H∞ control; diabetes mellitus; glucose-insulin model; insulin infusion; linear matrix inequality; noise rejection;
Conference_Titel :
Systems in Medicine and Biology (ICSMB), 2010 International Conference on
Conference_Location :
Kharagpur
Print_ISBN :
978-1-61284-039-0
DOI :
10.1109/ICSMB.2010.5735405