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Książki
Inwestycje
Theory and Principles of Smoothing, Filtering and Prediction
Wydawnictwo:
Inwestycje
Opis
A descriptive account based on the theory as well as principles of smoothing, filtering and prediction techniques has been presented in this book. It aims to provide understanding of classical filtering, prediction techniques and smoothing techniques along with newly developed embellishments for enhancing performance in applications. It describes the domain in a vivid manner for the purpose of serving as a valuable guide for students as well as experts. It extensively discusses minimum-mean-square-error solution construction and asymptotic behavior, continuous-time and discrete-time minimum-variance filtering, minimum-variance filtering results for steady-state problems and continuous-time and discrete-time smoothing. It further elaborates on robust techniques that accommodate uncertainties within problem specifications, parameter estimation, applications of Riccati equations, etc. These afore-mentioned linear techniques have been applied to various nonlinear estimation problems towards the end of the book. Although they have a risk of assurance of optical performance, these mentioned linearizations can be employed in predictors, filters and smoothers. The book serves the objective of imparting practical knowledge amongst students interested in this field.
Szczegóły
Tytuł
Theory and Principles of Smoothing, Filtering and Prediction
Wydawnictwo
Rok wydania
2015
Ilość stron
282
Format
15.2x22.9cm
Języki
angielski
ISBN
9781632384508
Redakcja
Eanes Graham
Rodzaj
Książka
EAN
9781632384508
Kraj produkcji
PL
Producent
Swede Sp. z o.o. Sp.k.
Podmiot odpowiedzialny
ANEK SP. Z O.O.
ul. POZNAŃSKA 320
05-850 OŻARÓW MAZOWIECKI
PL
05-850 OŻARÓW MAZOWIECKI
PL
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