Nonlinear and Nonstationary Signal Processing - Couverture rigide

Couverture rigide

ISBN 10 : 0521800447 ISBN 13 : 9780521800440

Editeur : Cambridge University Press, 2001

Synopsis

Signal processing, nonlinear data analysis, nonlinear time series, nonstationary processes.

A propos du livre

Présentation de l'éditeur

Most currently employed methods that are used in various fields of data analysis, such as signal processing and time series analysis, are based on rather simplistic assumptions about the linearity and stationarity of the underlying processes, and are hence suboptimal in many situations. The chapters in this book introduce modern methods that have been developed in many fields of statistics, engineering, environmental science or finance, to address these shortcomings. The authors present state-of-the-art statistical methods, and discuss their applications in real-world situations. The chapters, taken together, provide a coherent and unique account of this active and important area, that will appeal to graduate students and researchers in academia, industry and laboratories.

Revue de presse

'... is a useful progress report for anyone seeking to go beyond the basics, and a good addition to the comparatively small literature on non-stationary and nonlinear processes.' Carl Wunsch, EOS

'I have no doubt many readers will find this volume useful.' T. Subba Rao, Publication of the International Statistical Institute

'... will certainly be welcomed by those wishing to understand and apply the latest techniques in this area.' Alex M. Andrew, Robotica

Détails de l'édition

• Éditeur: Cambridge University Press
• Date d'édition: 2001
• Langue: anglais
• ISBN 10: 0521800447
• ISBN 13: 9780521800440
• Reliure: Relié
• Nombre de pages: 484
• Éditeur: Fitzgerald W. J., Smith R. L., Walden A. T., Young P. C.
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible