In this work, guaranteed cost robust centralized fusion (CF) and weighted measurement fusion (WMF) steady-state Kalman filters problems in multisensor system with uncertain noise variances are addressed. By parameterzing the perturbations of uncertain noise variances, two classes of guaranteed cost robust CF and WMF Kalman filters are proposed based on minimax robust estimation principle (MREP). The...
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