Stochastic Approximation and Its Applications

Language: English

Published by Springer, Springer, 2010

1441952284 / 9781441952288

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Druck auf Anfrage Neuware - Printed after ordering - Estimating unknown parameters based on observation data conta- ing information about the parameters is ubiquitous in diverse areas of both theory and application. For example, in system identification the unknown system coefficients are estimated on the basis of input-output data of the control system; in adaptive control systems the adaptive control gain should be defined based on observation data in such a way that the gain asymptotically tends to the optimal one; in blind ch- nel identification the channel coefficients are estimated using the output data obtained at the receiver; in signal processing the optimal weighting matrix is estimated on the basis of observations; in pattern classifi- tion the parameters specifying the partition hyperplane are searched by learning, and more examples may be added to this list. All these parameter estimation problems can be transformed to a root-seeking problem for an unknown function. To see this, let - note the observation at time i. e. , the information available about the unknown parameters at time It can be assumed that the parameter under estimation denoted by is a root of some unknown function This is not a restriction, because, for example, may serve as such a function.

Seller Inventory # 9781441952288

Title
Stochastic Approximation and Its Applications
Author
Han-Fu Chen
Publisher
Springer, Springer
Publication year
2010
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1441952284
ISBN 13
9781441952288
Item weight
575 grams
Dimensions
235x155x21 mm

AHA-BUCH GmbH

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