TY - JOUR
T1 - Stability analysis and observer design for discrete-time SEIR epidemic models
AU - Ibeas, Asier
AU - de la Sen, Manuel
AU - Alonso-Quesada, Santiago
AU - Zamani, Iman
PY - 2015/4/17
Y1 - 2015/4/17
N2 - © 2015, Ibeas et al. This paper applies Micken’s discretization method to obtain a discrete-time SEIR epidemic model. The positivity of the model along with the existence and stability of equilibrium points is discussed for the discrete-time case. Afterwards, the design of a state observer for this discrete-time SEIR epidemic model is tackled. The analysis of the model along with the observer design is faced in an implicit way instead of obtaining first an explicit formulation of the system which is the novelty of the presented approach. Moreover, some sufficient conditions to ensure the asymptotic stability of the observer are provided in terms of a matrix inequality that can be cast in the form of a LMI. The feasibility of the matrix inequality is proved, while some simulation examples show the operation and usefulness of the observer.
AB - © 2015, Ibeas et al. This paper applies Micken’s discretization method to obtain a discrete-time SEIR epidemic model. The positivity of the model along with the existence and stability of equilibrium points is discussed for the discrete-time case. Afterwards, the design of a state observer for this discrete-time SEIR epidemic model is tackled. The analysis of the model along with the observer design is faced in an implicit way instead of obtaining first an explicit formulation of the system which is the novelty of the presented approach. Moreover, some sufficient conditions to ensure the asymptotic stability of the observer are provided in terms of a matrix inequality that can be cast in the form of a LMI. The feasibility of the matrix inequality is proved, while some simulation examples show the operation and usefulness of the observer.
KW - Discrete models
KW - Epidemics
KW - Observer design
KW - SEIR
KW - Stability
UR - https://www.scopus.com/pages/publications/84928326093
U2 - 10.1186/s13662-015-0459-x
DO - 10.1186/s13662-015-0459-x
M3 - Article
SN - 1687-1839
VL - 2015
SP - 1
EP - 21
JO - Advances in Difference Equations
JF - Advances in Difference Equations
IS - 1
ER -