Persistency, Consistency, and Polynomial Matrix Models in Least-Squares Identification by Holzel, Matthew

Persistency, Consistency, and Polynomial Matrix Models in Least-Squares Identification (Paperback) (ISBN-13: 9781326084219)

Vendor: Matthew Holzel
Product type: Books
Format: Paperback
$12.82
$12.82
$12.82
Subtotal: $12.82
Persistency, Consistency, and Polynomial Matrix Models in Least-Squares Identification by Holzel, Matthew

Persistency, Consistency, and Polynomial Matrix Models in Least-Squares Identification

$12.82
Persistency, Consistency, and Polynomial Matrix Models in Least-Squares Identification by Holzel, Matthew

Persistency, Consistency, and Polynomial Matrix Models in Least-Squares Identification

$12.82
Format: Paperback
Description
Description
x
The ultimate goal of system identification is the identification of possibly nonlinear systems in the presence of unknown deterministic and stochastic noise using robust, efficient algorithms that are amenable to recursive implementation. Throughout the dissertation, we will consider incrementally more difficult problems in system identification, with the aim of achieving this goal. Specifically, we begin by considering the simplest case of identifying linear systems with no noise. Afterwards, we allow for deterministic noise, followed by stochastic noise. Finally, we conclude by allowing for an unknown Hammerstein nonlinearity, before attempting to solve the problem of identifying a more general class of nonlinear systems.

Author: Matthew Holzel
ISBN-10: 1326084216
ISBN-13: 9781326084219
Publisher: Lulu.com
Language: English
Published: 11/18/2014
Pages: 216
Format: Paperback
Weight: 0.58lbs
Size: 8.27h x 5.83w x 0.46d

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