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...
Autor principal: | |
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Formato: | Libro electrónico |
Idioma: | Inglés |
Publicado: |
Hoboken, N.J. :
Wiley
2012.
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Edición: | 1st edition |
Materias: | |
Ver en Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009628764906719 |
Tabla de Contenidos:
- pt. 1. Preliminaries
- pt. 2. The Gaussian assumption : a family of Kalman filter estimators
- pt. 3. Monte Carlo methods
- pt. 4. Additional case studies.