Title of article
H∞ Sampled-Data Controller Design for Stochastic Genetic Regulatory Networks
Author/Authors
mohammadian، m نويسنده , , Momeni، H. R نويسنده , , Tahmasebi، M نويسنده ,
Issue Information
فصلنامه با شماره پیاپی سال 2015
Pages
13
From page
204
To page
216
Abstract
Artificially regulating gene expression is an important step in developing new
treatment for system-level disease such as cancer. In this paper, we propose a method to
regulate gene expression based on sampled-data measurements of gene products
concentrations. Inherent noisy behaviour of Gene regulatory networks are modeled with
stochastic nonlinear differential equation. To synthesize feedback controller, we formulate
sampling process as an impulsive system. By using a new Lyapunov function with
discontinuities at sampling times, state feedback gain that guarantees exponential meansquare
stability and H∞ performance is derived from LMIs. These LMIs also determine the
maximum allowable time between sampling points. A numerical example and a practical
application are presented to justify the applicability of the theoretical results.
Keywords
Sampled-data control , gene regulatory networks , impulsive systems , Linear matrix inequality
Journal title
Iranian Journal of Electrical and Electronic Engineering(IJEEE)
Serial Year
2015
Journal title
Iranian Journal of Electrical and Electronic Engineering(IJEEE)
Record number
2403402
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