14 citations · 22 across the 13 of their papers we have counts for
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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.OC2023★ 1 cited
Sensor Fault Detection and Isolation in Autonomous Nonlinear Systems Using Neural Network-Based Observers
John Cao, Muhammad Umar B. Niazi, Matthieu Barreau +1
This paper presents a novel observer-based approach to detect and isolate faulty sensors in nonlinear systems. The proposed sensor fault detection and isolation (s-FDI) method appl…