System Identification Theory for the User
Afbeeldingen
Sla de afbeeldingen overArtikel vergelijken
- Engels
- Hardcover
- 9780136566953
- 21 januari 1999
- 658 pagina's
Samenvatting
65669-4
The field's leading text, now completely updated.
Modeling dynamical systems — theory, methodology, and applications.
Lennart Ljung's System Identification: Theory for the User is a complete, coherent description of the theory, methodology, and practice of System Identification. This completely revised Second Edition introduces subspace methods, methods that utilize frequency domain data, and general non-linear black box methods, including neural networks and neuro-fuzzy modeling. The book contains many new computer-based examples designed for Ljung's market-leading software, System Identification Toolbox for MATLAB.
Ljung combines careful mathematics, a practical understanding of real-world applications, and extensive exercises. He introduces both black-box and tailor-made models of linear as well as non-linear systems, and he describes principles, properties, and algorithms for a variety of identification techniques:
- Nonparametric time-domain and frequency-domain methods.
- Parameter estimation methods in a general prediction error setting.
- Frequency domain data and frequency domain interpretations.
- Asymptotic analysis of parameter estimates.
- Linear regressions, iterative search methods, and other ways to compute estimates.
- Recursive (adaptive) estimation techniques.
Ljung also presents detailed coverage of the key issues that can make or break system identification projects, such as defining objectives, designing experiments, controlling the bias distribution of transfer-function estimates, and carefully validating the resulting models.
The first edition of System Identification has been the field's most widely cited reference for over a decade. This new edition will be the new text of choice for anyone concerned with system identification theory and practice.
Appropriate for courses in System Identification. This book is a comprehensive and coherent description of the theory, methodology and practice of System Identification-the science of building mathematical models of dynamic systems by observing input/output data. It puts the user in focus, giving the necessary background to understand theoretical foundation and emphasizing the practical aspects of the options and choices that face the user. The Second Edition has been updated to include material on subspace methods, non-linear black box models-such as neural networks-and methods that use frequency domain data.
Productspecificaties
Inhoud
- Taal
- en
- Bindwijze
- Hardcover
- Oorspronkelijke releasedatum
- 21 januari 1999
- Aantal pagina's
- 658
- Illustraties
- Nee
Betrokkenen
- Hoofdauteur
- Lennart Ljung
- Tweede Auteur
- Ellen J. Ljung
- Co Auteur
- Ellen J. Ljung
- Hoofduitgeverij
- Prentice Hall
Vertaling
- Originele titel
- LJUNG:SYSTEM IDENTIFICATION _c2
Overige kenmerken
- Editie
- 2
- Extra groot lettertype
- Nee
- Product breedte
- 178 mm
- Product hoogte
- 25 mm
- Product lengte
- 235 mm
- Studieboek
- Nee
- Verpakking breedte
- 184 mm
- Verpakking hoogte
- 241 mm
- Verpakking lengte
- 34 mm
- Verpakkingsgewicht
- 1058 g
EAN
- EAN
- 9780136566953
Je vindt dit artikel in
- Categorieën
- Boek, ebook of luisterboek?
- Boek
- Taal
- Engels
- Beschikbaarheid
- Leverbaar
- Studieboek of algemeen
- Algemene boeken
Kies gewenste uitvoering
Prijsinformatie en bestellen
De prijs van dit product is 198 euro en 99 cent.- Prijs inclusief verzendkosten, verstuurd door bol
- 30 dagen bedenktijd en gratis retourneren
- Dag en nacht klantenservice
Anderen bekeken ook
Rapporteer dit artikel
Je wilt melding doen van illegale inhoud over dit artikel:
- Ik wil melding doen als klant
- Ik wil melding doen als autoriteit of trusted flagger
- Ik wil melding doen als partner
- Ik wil melding doen als merkhouder
Geen klant, autoriteit, trusted flagger, merkhouder of partner? Gebruik dan onderstaande link om melding te doen.