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Fundamentals of Kalman Filtering : a Practical Approach.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Zarchan, Paul
Otros Autores: Musoff, Howard
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Reston : American Institute of Aeronautics and Astronautics, 2000.
Edición:2nd ed.
Colección:Progress in astronautics and aeronautics.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Zarchan, Paul. 
245 1 0 |a Fundamentals of Kalman Filtering :  |b a Practical Approach. 
250 |a 2nd ed. 
260 |a Reston :  |b American Institute of Aeronautics and Astronautics,  |c 2000. 
300 |a 1 online resource (790 pages) 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Progress in Astronautics and Aeronautics ;  |v v. 208 
588 0 |a Print version record. 
505 0 |a ""Cover""; ""Title""; ""Copyright""; ""Table of Contents""; ""Preface""; ""Introduction""; ""Acknowledgments""; ""Chapter 1. Numerical Basics""; ""Introduction""; ""Simple Vector Operations""; ""Simple Matrix Operations""; ""Numerical Integration of Differential Equations""; ""Noise and Random Variables""; ""Gaussian Noise Example""; ""Calculating Standard Deviation""; ""White Noise""; ""Simulating White Noise""; ""State-Space Notation""; ""Fundamental Matrix""; ""Summary""; ""References""; ""Chapter 2. Method of Least Squares""; ""Introduction""; ""Overview"" 
505 8 |a ""Zeroth-Order or One-State Filter""""First-Order or Two-State Filter""; ""Second-Order or Three-State Least-Squares Filter""; ""Third-Order System""; ""Experiments with Zeroth-Order or One-State Filter""; ""Experiments with First-Order or Two-State Filter""; ""Experiments with Second-Order or Three-State Filter""; ""Comparison of Filters""; ""Accelerometer Testing Example""; ""Summary""; ""References""; ""Chapter 3. Recursive Least-Squares Filtering""; ""Introduction""; ""Making Zeroth-Order Least-Squares Filter Recursive""; ""Properties of Zeroth-Order or One-State Filter"" 
505 8 |a ""Properties of First-Order or Two-State Filter""""Properties of Second-Order or Three-State Filter""; ""Summary""; ""References""; ""Chapter 4. Polynomial Kalman Filters""; ""Introduction""; ""General Equations""; ""Derivation of Scalar Riccati Equations""; ""Polynomial Kalman Filter (Zero Process Noise)""; ""Comparing Zeroth-Order Recursive Least-Squares and Kalman Filters""; ""Comparing First-Order Recursive Least-Squares and Kalman Filters""; ""Comparing Second-Order Recursive Least-Squares and Kalman Filters""; ""Comparing Different-Order Filters""; ""Initial Covariance Matrix"" 
505 8 |a ""Riccati Equations with Process Noise""""Example of Kalman Filter Tracking a Falling Object""; ""Revisiting Accelerometer Testing Example""; ""Summary""; ""References""; ""Chapter 5. Kalman Filters in a Nonpolynomial World""; ""Introduction""; ""Polynomial Kalman Filter and Sinusoidal Measurement""; ""Sinusoidal Kalman Filter and Sinusoidal Measurement""; ""Suspension System Example""; ""Kalman Filter for Suspension System""; ""Summary""; ""References""; ""Chapter 6. Continuous Polynomial Kalman Filter""; ""Introduction""; ""Theoretical Equations"" 
505 8 |a ""Zeroth-Order or One-State Continuous Polynomial Kalman Filter""""First-Order or Two-State Continuous Polynomial Kalman Filter""; ""Second-Order or Three-State Continuous Polynomial Kalman Filter""; ""Transfer Function for Zeroth-Order Filter""; ""Transfer Function for First-Order Filter""; ""Transfer Function for Second-Order Filter""; ""Filter Comparison""; ""Summary""; ""References""; ""Chapter 7. Extended Kalman Filtering""; ""Introduction""; ""Theoretical Equations""; ""Drag Acting on Falling Object""; ""First Attempt at Extended Kalman Filters"" 
500 |a ""Second Attempt at Extended Kalman Filter"" 
590 |a ProQuest Ebook Central  |b Ebook Central Academic Complete 
650 0 |a Kalman filtering. 
650 0 |a Control theory. 
650 0 |a Aeronautics  |x Statistical methods. 
650 6 |a Filtre de Kalman. 
650 6 |a Théorie de la commande. 
650 6 |a Aéronautique  |x Méthodes statistiques. 
650 7 |a Control theory  |2 fast 
650 7 |a Kalman filtering  |2 fast 
700 1 |a Musoff, Howard. 
758 |i has work:  |a Fundamentals of Kalman filtering (Text)  |1 https://id.oclc.org/worldcat/entity/E39PCYgdDHGvCqWPxKKcGcytQV  |4 https://id.oclc.org/worldcat/ontology/hasWork 
776 0 8 |i Print version:  |a Zarchan, Paul.  |t Fundamentals of Kalman Filtering : A Practical Approach.  |d Reston : American Institute of Aeronautics and Astronautics, ©2000  |z 9781563476945 
830 0 |a Progress in astronautics and aeronautics. 
856 4 0 |u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=3111661  |z Texto completo 
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994 |a 92  |b IZTAP