Title :
Set-Valued State Estimation and Attack Detection for Uncertain Descriptor Systems
Author :
Bishop, Adrian N. ; Savkin, Andrey V.
Author_Institution :
Australian Nat. Univ., Canberra, ACT, Australia
Abstract :
A set-valued descriptor state estimation algorithm is given for determining all those descriptor state values consistent with a given uncertain descriptor system model, sensor model and a general class of uncertainty model. An approach for detecting faults or attacks signals that are corrupting the uncertain descriptor system and/or the set of sensor readings is also provided.
Keywords :
set theory; signal processing; state estimation; uncertain systems; attack detection; attacks signals; set-valued state estimation; uncertain descriptor systems; Equations; Linear matrix inequalities; Mathematical model; Robustness; State estimation; Uncertainty;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2013.2278281