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System Identification: Advances and Case Studies

Mehra, Raman K.;Lainiotis, Demetrios G.

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ISBN 10: 0124879500 / ISBN 13: 9780124879508
Published by Academic Press, 1976
Used Condition: Near Fine Hardcover
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hardback book in near fine condition,name stamped on first blank page. Bookseller Inventory # 127433

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Bibliographic Details

Title: System Identification: Advances and Case ...

Publisher: Academic Press

Publication Date: 1976

Binding: Hardcover

Book Condition:Near Fine

About this title

Synopsis:

In this book, we study theoretical and practical aspects of computing methods for mathematical modelling of nonlinear systems. A number of computing techniques are considered, such as methods of operator approximation with any given accuracy; operator interpolation techniques including a non-Lagrange interpolation; methods of system representation subject to constraints associated with concepts of causality, memory and stationarity; methods of system representation with an accuracy that is the best within a given class of models; methods of covariance matrix estimation;
methods for low-rank matrix approximations; hybrid methods based on a combination of iterative procedures and best operator approximation; and
methods for information compression and filtering under condition that a filter model should satisfy restrictions associated with causality and different types of memory.

As a result, the book represents a blend of new methods in general computational analysis,
and specific, but also generic, techniques for study of systems theory ant its particular
branches, such as optimal filtering and information compression.

- Best operator approximation,
- Non-Lagrange interpolation,
- Generic Karhunen-Loeve transform
- Generalised low-rank matrix approximation
- Optimal data compression
- Optimal nonlinear filtering

"About this title" may belong to another edition of this title.

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