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Book Cover
E-book
Author Verhaegen, M. (Michel)

Title Filtering and system identification : a least squares approach / Michel Verhaegen, Vincent Verdult
Published Cambridge ; New York : Cambridge University Press, 2007
Online access available from:
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Description 1 online resource (xv, 405 pages) : illustrations
Contents Linear algebra -- Discrete-time signals and systems -- Random variables and signals -- Kalman filtering -- Estimation of spectra and frequency-response functions -- Output-error parametric model estimation -- Prediction-error parametric model estimation -- Subspace model identification -- The system-identification cycle
Summary This book discusses the design of reliable numerical methods to retrieve missing information in models of complex systems
Bibliography Includes bibliographical references (pages 395-400) and index
Notes English
Print version record
Subject Filters (Mathematics)
System identification.
Least squares.
Signal processing -- Digital techniques.
Least-Squares Analysis
SCIENCE -- System Theory.
TECHNOLOGY & ENGINEERING -- Operations Research.
Signal processing -- Digital techniques
Filters (Mathematics)
Least squares
System identification
Form Electronic book
Author Verdult, Vincent.
ISBN 9780511279508
0511279507
9780511278327
0511278322
9780511277733
0511277733
9780521875127
0521875129
051127890X
9780511278907
0511618883
9780511618888
1107181925
9781107181922
1107386470
9781107386471
9786610850730
6610850739
0511322054
9780511322051