Antonio Ortega (University of Southern California)

Introduction to Graph Signal Processing

• Gebundenes Buch

Produktbeschreibung

An intuitive, accessible text explaining the fundamentals and applications of signal processing on graphs. It covers basic and advanced topics, includes numerous exercises and Matlab examples, and is accompanied online by a solutions manual for instructors, making it essential reading for graduate students, researchers, and industry professionals.

Produktdetails

• Verlag: Cambridge University Press
• Seitenzahl: 320
• Erscheinungstermin: 25. Mai 2022
• Englisch
• Abmessung: 250mm x 175mm x 22mm
• Gewicht: 714g
• ISBN-13: 9781108428132
• ISBN-10: 1108428134
• Artikelnr.: 62216640

Autorenporträt

Antonio Ortega is a Professor of Electrical and Computer Engineering at the University of Southern California, and a Fellow of the IEEE.

Inhaltsangabe

1. Introduction
2. Node domain processing
3. Graph signal frequency-Spectral graph theory
4. Sampling
5. Graph signal representations
6. How to choose a graph
7. Applications
Appendix A. Linear algebra and signal representations
Appendix B. GSP with Matlab: the GraSP toolbox
References
Index.