Published in 2006, this text is widely used as a comprehensive guide for engineers and researchers in control theory and signal processing. It is structured into four main parts: Fundamental concepts and background.
In-depth coverage of the standard linear optimal estimator.
Robust estimation techniques for systems with unknown noise statistics.
The book you're referring to is by Dan Simon .
The author provides practical resources, including for example problems, which can be found on his official academic page . You can also find the book at retailers like Amazon or through the Wiley Online Library .
Modern approaches including Extended Kalman Filters (EKF) , Unscented Kalman Filters (UKF) , and Particle Filters .
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