Observer design for a class of nonlinear piecewise systems. Application to an epidemic model with treatment

Math Biosci. 2016 Jan:271:128-35. doi: 10.1016/j.mbs.2015.11.002. Epub 2015 Nov 19.

Abstract

Susceptible Exposed Infectious and Recovered epidemic model endowed with a treatment function (SEIR-T model) is a well-known model used to reproduce the behavior of an epidemic, where the susceptible population and the exposed population need to be estimated to predict and control the propagation of a contagious disease. This paper focuses on the nonlinear observer design for a class of nonlinear piecewise systems including SEIR-T models. For this purpose, two changes of coordinates are provided to transform the considered systems into an extended nonlinear observer normal form, on which a high gain observer can be applied. Then, the proposed method is applied to a SEIR-T model. Finally, simulation results are given to show its efficiency.

Keywords: Epidemic model; Extended observer; Nonlinear system; Treatment function.

MeSH terms

  • Communicable Diseases*
  • Epidemics*
  • Humans
  • Models, Theoretical*
  • Nonlinear Dynamics*