Digital Signal Processing with Matlab Examples, Volume 2

Decomposition, Recovery, Data-Based Actions

Jose Maria Giron-Sierra (Autor)

Buch | Softcover

913 Seiten

2018 | Softcover reprint of the original 1st ed. 2017
Springer Verlag, Singapore
978-981-10-9643-3 (ISBN)

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The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs.

This second book focuses on recent developments in response to the demands of new digital technologies.

This is the second volume in a trilogy on modern Signal Processing. The three books provide a concise exposition of signal processing topics, and a guide to support individual practical exploration based on MATLAB programs.

This second book focuses on recent developments in response to the demands of new digital technologies. It is divided into two parts: the first part includes four chapters on the decomposition and recovery of signals, with special emphasis on images. In turn, the second part includes three chapters and addresses important data-based actions, such as adaptive filtering, experimental modeling, and classification.

Prof. Jose M. Giron-Sierra was born in Valladolid, Spain. He received his Ph.D. in Physics in 1978, Universidad Complutense de Madrid, Spain. Prof. Giron-Sierra wrote more than 160 publications in various international journals. He is IEEE, AIAA, and Eurosim member and belongs to two IFAC Technical Committees.

Part IV- Decomposition and Recovery. Images: Filter Banks.- Wavelets.- Image and 2D Signal Processing.- Wavelet Variants for 2D Analysis.- Part V - Data-based Actions: Adaptive Filtering, Modelling, Analysis, and Classification.- Adaptive Filters and Observers.- Experimental Modelling.- Data Analysis and Classification.

Erscheinungsdatum	18.08.2018
Reihe/Serie	Signals and Communication Technology
Zusatzinfo	279 Illustrations, color; 380 Illustrations, black and white; XXXIX, 913 p. 659 illus., 279 illus. in color.
Verlagsort	Singapore
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik ► Elektrotechnik / Energietechnik
Schlagworte	adaptive filtering • Bayesian filtering • DSP textbook • Haar wavelet • JPEG compression • MATLAB Signal Processing Toolbox • Signal processing textbook • Support Vector Machine
ISBN-10	981-10-9643-0 / 9811096430
ISBN-13	978-981-10-9643-3 / 9789811096433
Zustand	Neuware