2 papers
eess.SY2023
Parameterization-Free Observer Design for Nonlinear Systems: Application to the State Estimation of Networked SIR Epidemics
Muhammad Umar B. Niazi, Karl H. Johansson
Traditional observer design methods rely on certain properties of the system's nonlinearity, such as Lipschitz continuity, one-sided Lipschitzness, a bounded Jacobian, or quadratic…
math.OC2022
Observer Design for the State Estimation of Epidemic Processes
Muhammad Umar B. Niazi, Karl Henrik Johansson
Although an appropriate choice of measured state variables may ensure observability, designing state observers for the state estimation of epidemic models remains a challenging tas…