Sensitivity-robustness in failure detection: a frequency domain approach

The sensitivity-robustness problem, with application in control systems failure detection, is considered. A structure called the general observer is introduced and shown to have additional degrees of freedom in shaping the observer sensitivity compared to conventional state-space estimators. A complete design procedure which ensures a robust estimation against noise and unmodelled dynamics is formulated using factorization theory and H∞ optimization