Combined Parametric-Nonparametric Identification of Block-Oriented Systems

By:

Grzegorz Mzyk

Format:

Paperback / softback

Series:

Lecture Notes in Control and Information Sciences,

Show Hide Adult Content

$135.99

RRP:: ~~$228.95~~ save $92.96

Available from supplier

Usually ships in 3-4 weeks

0 in Trolley

Price Match

Wrap this item as a gift ($5.90) - add a free gift card on the next page

Buy Now, Pay Later with:

4 payments of $34.00 with Afterpay Learn more

Availability

Delivering to:

Estimated arrival:

Around 13-25 June using International Courier

Description

This book considers a problem of block-oriented nonlinear dynamic system identification in the presence of random disturbances. This class of systems includes various interconnections of linear dynamic blocks and static nonlinear elements, e.g., Hammerstein system, Wiener system, Wiener-Hammerstein ("sandwich") system and additive NARMAX systems with feedback. Interconnecting signals are not accessible for measurement. The combined parametric-nonparametric algorithms, proposed in the book, can be selected dependently on the prior knowledge of the system and signals. Most of them are based on the decomposition of the complex system identification task into simpler local sub-problems by using non-parametric (kernel or orthogonal) regression estimation. In the parametric stage, the generalized least squares or the instrumental variables technique is commonly applied to cope with correlated excitations. Limit properties of the algorithms have been shown analytically and illustrated in simple experiments.

Release date Australia

December 5th, 2013

Author

Grzegorz Mzyk

Audience

Professional & Vocational

Illustrations

68 Illustrations, black and white; XVI, 238 p. 68 illus.

Pages

238

Series

Lecture Notes in Control and Information Sciences,

Dimensions

156x234x13

ISBN-13

9783319035956

Product ID

21778777

Customer reviews

Nobody has reviewed this product yet. You could be the first!

Write a Review

Marketplace listings

There are no Marketplace listings available for this product currently.
Already own it? Create a free listing and pay just 9% commission when it sells!

Sell Yours Here

Get free delivery, exclusive deals, and more^*

Non-Fiction Books:

Combined Parametric-Nonparametric Identification of Block-Oriented Systems

By:

Format:

Series:

Buy Now, Pay Later with:

Availability

Description

Customer reviews

Marketplace listings

Help & options

Filed under...

Get free delivery, exclusive deals, and more*

Buy Now, Pay Later with:

Get free delivery, exclusive deals, and more^*