Robust Estimation and Failure Detection

This book introduces robust estimation and failure detection, with a thorough presentation of Kalman filtering and H-infinity filtering theory. The book also reviews the likelihood ratio method for failure detection and demonstrates how to design failure detectors that are sensitive to failures but insensitive to model variations.