Recursive Nonlinear Estimation

Language: English

Published by Springer, Springer Jun 1996, 1996

3540760636 / 9783540760634

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This item is printed on demand - Print on Demand Titel. Neuware -In a close analogy to matching data in Euclidean space, this monograph views parameter estimation as matching of the empirical distribution of data with a model-based distribution. Using an appealing Pythagorean-like geometry of the empirical and model distributions, the book brings a new solution to the problem of recursive estimation of non-Gaussian and nonlinear models which can be regarded as a specific approximation of Bayesian estimation. The cases of independent observations and controlled dynamic systems are considered in parallel; the former case giving initial insight into the latter case which is of primary interest to the control community. A number of examples illustrate the key concepts and tools used. This unique monograph follows some previous results on the Pythagorean theory of estimation in the literature (e.g., Chentsov, Csiszar and Amari) but extends the results to the case of controlled dynamic systems.Springer-Verlag KG, Sachsenplatz 4-6, 1201 Wien 244 pp. Englisch.…

Seller Inventory # 9783540760634

Title
Recursive Nonlinear Estimation
Author
Rudolph Kulhavy
Publisher
Springer, Springer Jun 1996
Publication year
1996
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3540760636
ISBN 13
9783540760634
Item weight
376 grams
Dimensions
235x155x14 mm

buchversandmimpf2000

Emtmannsberg, BAYE, Germany

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