Bayesian estimation and tracking a practical guide /

"This book presents a practical approach to estimation methods that are designed to provide a clear path to programming all algorithms. Readers are provided with a firm understanding of Bayesian estimation methods and their interrelatedness. Starting with fundamental principles of Bayesian theo...

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Furkejuvvon:
Bibliográfalaš dieđut
Váldodahkki: Haug, Anton J., 1941-
Searvvušdahkki: ebrary, Inc
Materiálatiipa: Elektrovnnalaš E-girji
Giella:eaŋgalasgiella
Almmustuhtton: Hoboken, N.J. : Wiley, 2012.
Fáttát:
Liŋkkat:An electronic book accessible through the World Wide Web; click to view
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Sisdoallologahallan:
  • pt. 1. Preliminaries
  • pt. 2. The Gaussian assumption : a family of Kalman filter estimators
  • pt. 3. Monte Carlo methods
  • pt. 4. Additional case studies.