The Resource Identification of Continuous-time Models from Sampled Data, edited by Hugues Garnier, Liuping Wang, (electronic resource)

Identification of Continuous-time Models from Sampled Data, edited by Hugues Garnier, Liuping Wang, (electronic resource)

Label
Identification of Continuous-time Models from Sampled Data
Title
Identification of Continuous-time Models from Sampled Data
Statement of responsibility
edited by Hugues Garnier, Liuping Wang
Contributor
Editor
Editor
Subject
Language
  • eng
  • eng
Summary
System identification is an established field in the area of system analysis and control. It aims to determine particular models for dynamical systems based on observed inputs and outputs. Although dynamical systems in the physical world are naturally described in the continuous-time domain, most system identification schemes have been based on discrete-time models without concern for the merits of natural continuous-time model descriptions. The continuous-time nature of physical laws, the persistent popularity of predominantly continuous-time proportional-integral-derivative control and the more direct nature of continuous-time fault diagnosis methods make continuous-time modeling of ongoing importance. Identification of Continuous-time Models from Sampled Data brings together contributions from well-known experts who present an up-to-date view of this active area of research and describe recent methods and software tools developed in this field. They offer a fresh look at and new results in areas such as: • time and frequency domain optimal statistical approaches to identification; • parametric identification for linear, nonlinear and stochastic systems; • identification using instrumental variable, subspace and data compression methods; • closed-loop and robust identification; and • continuous-time modeling from non-uniformly sampled data and for systems with delay. The Continuous-Time System Identification (CONTSID) toolbox described in the book gives an overview of developments and practical examples in which MATLAB® can be brought to bear in the cause of direct time-domain identification of continuous-time systems.This survey of methods and results in continuous-time system identification will be a valuable reference for a broad audience drawn from researchers and graduate students in signal processing as well as in systems and control. It also covers comprehensive material suitable for specialised graduate courses in these areas
Member of
Is Subseries of
Dewey number
629.832
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsedt
  • IG-ZhsJmCTA
  • AcIAn1ZuoeQ
Language note
English
LC call number
TJ212-225
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Garnier, Hugues.
  • Wang, Liuping.
Series statement
Advances in Industrial Control,
http://library.link/vocab/subjectName
  • Logic design
  • Distribution (Probability theory
  • Computer simulation
  • Vibration
  • Control and Systems Theory
  • Logic Design
  • Probability Theory and Stochastic Processes
  • Simulation and Modeling
  • Vibration, Dynamical Systems, Control
  • Signal, Image and Speech Processing
Label
Identification of Continuous-time Models from Sampled Data, edited by Hugues Garnier, Liuping Wang, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Direct Identification of Continuous-time Models from Sampled Data: Issues, Basic Solutions and Relevance -- Estimation of Continuous-time Stochastic System Parameters -- Robust Identification of Continuous-time Systems from Sampled Data -- Refined Instrumental Variable Identification of Continuous-time Hybrid Box-Jenkins Models -- Instrumental Variable Methods for Closed-loop Continuous-time Model Identification -- Model Order Identification for Continuous-time Models -- Estimation of the Parameters of Continuous-time Systems Using Data Compression -- Frequency-domain Approach to Continuous-time System Identification: Some Practical Aspects -- The CONTSID Toolbox: A Software Support for Data-based Continuous-time Modelling -- Subspace-based Continuous-time Identification -- Process Parameter and Delay Estimation from Non-uniformly Sampled Data -- Iterative Methods for Identification of Multiple-input Continuous-time Systems with Unknown Time Delays -- Closed-loop Parametric Identification for Continuous-time Linear Systems via New Algebraic Techniques -- Continuous-time Model Identification Using Spectrum Analysis with Passivity-preserving Model Reduction
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (428 p.)
Form of item
online
Isbn
9781848001619
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-84800-161-9
Specific material designation
remote
System control number
  • (CKB)1000000000491729
  • (EBL)372017
  • (OCoLC)261324877
  • (SSID)ssj0000770834
  • (PQKBManifestationID)12299966
  • (PQKBTitleCode)TC0000770834
  • (PQKBWorkID)10792149
  • (PQKB)10122996
  • (SSID)ssj0000176058
  • (PQKBManifestationID)11179523
  • (PQKBTitleCode)TC0000176058
  • (PQKBWorkID)10204368
  • (PQKB)11180619
  • (DE-He213)978-1-84800-161-9
  • (MiAaPQ)EBC372017
  • (EXLCZ)991000000000491729
Label
Identification of Continuous-time Models from Sampled Data, edited by Hugues Garnier, Liuping Wang, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Content category
text
Content type code
  • txt
Contents
Direct Identification of Continuous-time Models from Sampled Data: Issues, Basic Solutions and Relevance -- Estimation of Continuous-time Stochastic System Parameters -- Robust Identification of Continuous-time Systems from Sampled Data -- Refined Instrumental Variable Identification of Continuous-time Hybrid Box-Jenkins Models -- Instrumental Variable Methods for Closed-loop Continuous-time Model Identification -- Model Order Identification for Continuous-time Models -- Estimation of the Parameters of Continuous-time Systems Using Data Compression -- Frequency-domain Approach to Continuous-time System Identification: Some Practical Aspects -- The CONTSID Toolbox: A Software Support for Data-based Continuous-time Modelling -- Subspace-based Continuous-time Identification -- Process Parameter and Delay Estimation from Non-uniformly Sampled Data -- Iterative Methods for Identification of Multiple-input Continuous-time Systems with Unknown Time Delays -- Closed-loop Parametric Identification for Continuous-time Linear Systems via New Algebraic Techniques -- Continuous-time Model Identification Using Spectrum Analysis with Passivity-preserving Model Reduction
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (428 p.)
Form of item
online
Isbn
9781848001619
Media category
computer
Media type code
  • c
Other control number
10.1007/978-1-84800-161-9
Specific material designation
remote
System control number
  • (CKB)1000000000491729
  • (EBL)372017
  • (OCoLC)261324877
  • (SSID)ssj0000770834
  • (PQKBManifestationID)12299966
  • (PQKBTitleCode)TC0000770834
  • (PQKBWorkID)10792149
  • (PQKB)10122996
  • (SSID)ssj0000176058
  • (PQKBManifestationID)11179523
  • (PQKBTitleCode)TC0000176058
  • (PQKBWorkID)10204368
  • (PQKB)11180619
  • (DE-He213)978-1-84800-161-9
  • (MiAaPQ)EBC372017
  • (EXLCZ)991000000000491729

Library Locations

  • Albert D. Cohen Management LibraryBorrow it
    181 Freedman Crescent, Winnipeg, MB, R3T 5V4, CA
    49.807878 -97.129961
  • Architecture/Fine Arts LibraryBorrow it
    84 Curry Place, Winnipeg, MB, CA
    49.807716 -97.136226
  • Archives and Special CollectionsBorrow it
    25 Chancellors Circle (Elizabeth Dafoe Library), Room 330, Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Bibliothèque Alfred-Monnin (Université de Saint-Boniface)Borrow it
    200, avenue de la Cathédrale, Local 2110, Winnipeg, MB, R2H 0H7, CA
    49.888861 -97.119735
  • Bill Larson Library (Grace Hospital)Borrow it
    300 Booth Drive, G-227, Winnipeg, MB, R3J 3M7, CA
    49.882400 -97.276436
  • Carolyn Sifton - Helene Fuld Library (St. Boniface General Hospital)Borrow it
    409 Tache Avenue, Winnipeg, MB, R2H 2A6, CA
    49.883388 -97.126050
  • Concordia Hospital LibraryBorrow it
    1095 Concordia Avenue, Winnipeg, MB, R2K 3S8, CA
    49.913252 -97.064683
  • Donald W. Craik Engineering LibraryBorrow it
    75B Chancellors Circle (Engineering Building E3), Room 361, Winnipeg, MB, R3T 2N2, CA
    49.809053 -97.133292
  • E.K. Williams Law LibraryBorrow it
    224 Dysart Road, Winnipeg, MB, R3T 5V4, CA
    49.811829 -97.131017
  • Eckhardt-Gramatté Music LibraryBorrow it
    136 Dafoe Road (Taché Arts Complex), Room 257, Winnipeg, MB, R3T 2N2, CA
    49.807964 -97.132222
  • Elizabeth Dafoe LibraryBorrow it
    25 Chancellors Circle, Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Fr. H. Drake Library (St. Paul's College)Borrow it
    70 Dysart Road, Winnipeg, MB, R3T 2M6, CA
    49.810605 -97.138184
  • J.W. Crane Memorial Library (Deer Lodge Centre)Borrow it
    2109 Portage Avenue, Winnipeg, MB, R3J 0L3, CA
    49.878000 -97.235520
  • Libraries Annex (not open to the public; please see web page for details)Borrow it
    25 Chancellors Circle (in the Elizabeth Dafoe Library), Winnipeg, MB, R3T 2N2, CA
    49.809961 -97.131878
  • Neil John Maclean Health Sciences LibraryBorrow it
    727 McDermot Avenue (Brodie Centre), 200 Level, Winnipeg, MB, R3E 3P5, CA
    49.903563 -97.160554
  • Sciences and Technology LibraryBorrow it
    186 Dysart Road, Winnipeg, MB, R3T 2M8, CA
    49.811526 -97.133257
  • Seven Oaks General Hospital LibraryBorrow it
    2300 McPhillips Street, Winnipeg, MB, R2V 3M3, CA
    49.955177 -97.148865
  • Sister St. Odilon Library (Misericordia Health Centre)Borrow it
    99 Cornish Avenue, Winnipeg, MB, R3C 1A2, CA
    49.879592 -97.160425
  • St. John's College LibraryBorrow it
    92 Dysart Road, Winnipeg, MB, R3T 2M5, CA
    49.811242 -97.137156
  • Victoria General Hospital LibraryBorrow it
    2340 Pembina Highway, Winnipeg, MB, R3T 2E8, CA
    49.806755 -97.152739
  • William R Newman Library (Agriculture)Borrow it
    66 Dafoe Road, Winnipeg, MB, R3T 2R3, CA
    49.806936 -97.135525
Processing Feedback ...