Multiscale Signal Analysis and Modeling

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Shen, Xiaoping (Επιμελητής έκδοσης), Zayed, Ahmed I. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Springer, 2013.
• Θέματα: Engineering.; Computer mathematics.; Mathematical models.; Signal, Image and Speech Processing.; Mathematical Modeling and Industrial Mathematics.; Computational Science and Engineering.

Multiscale Signal Analysis and Modeling presents recent advances in multiscale analysis and modeling using wavelets and other systems. This book also presents applications in digital signal processing using sampling theory and techniques from various function spaces, filter design, feature extractio...

Πίνακας περιεχομένων:

• Part I Sampling
• Convergence and Summability of Cardinal Series
• Improved Approximation via Use of Transformations
• Generalized Sampling In L2(Rd) Shift-Invariant Subspaces With Multiple Stable Generators
• Function Spaces for Sampling Expansions
• Coprime Sampling And Arrays In One And Multiple Dimensions
• Chromatic Expansions and the Bargmann Transform
• Representation formulas for Hardy space functions through the Cuntz relations and new interpolation problems
• Constructions and a generalization of perfect autocorrelation sequences on Z
• Part II Multiscale Analysis
• A unified theory for multiscale analysis of complex time series
• Wavelet Analysis of ECG Signals
• Multiscale signal processing with discrete Hermite functions
• Local Discriminant Basis Using Earth Mover's Distance Earth Mover’s Distance Based Local Discriminant Basis
• Part III statistical Analysis
• Characterizations of Certain Continuous Distributions
• Bayesian Wavelet Shrinkage Strategies - A Review
• Multi-parameter regularization for construction of extrapolating estimators in  statistical learning theory.