front cover of Data-Driven Modeling, Filtering and Control
Data-Driven Modeling, Filtering and Control
Methods and applications
Carlo Novara
The Institution of Engineering and Technology, 2019
The scientific research in many engineering fields has been shifting from traditional first-principle-based to data-driven or evidence-based theories. The latter methods may enable better system design, based on more accurate and verifiable information.
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front cover of Filtering in the Time and Frequency Domains
Filtering in the Time and Frequency Domains
Herman J. Blinchikoff
The Institution of Engineering and Technology, 2001
Long regarded as a classic of filter theory and design, this book stands as the most comprehensive treatment of filtering techniques, devices and concepts as well as pertinent mathematical relationships. Analysis and theory are supplemented by detailed design curves, fully explained examples and problem and answer sections. Discussed are the derivation of filtering functions, Fourier, Laplace, Hilbert and z transforms, lowpass responses, the transformation of lowpass into other filter types, the all-pass function, the effect of losses on theoretical responses, matched filtering, methods of time-domain synthesis, and digital filtering. This book is invaluable for engineers other than those who are filter design specialists who need to know about the possibilities and limits of the filtering process in order to use filters competently and confidently in their system designs.
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Polynomial Methods in Optimal Control and Filtering
Kenneth Hunt
The Institution of Engineering and Technology, 1993
This book aims to demonstrate the power and breadth of polynomial methods in control and filtering. Direct polynomial methods have previously received little attention compared with the alternative Wiener-Hopf transfer-function method and the statespace methods which rely on Riccati equations.
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