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E-book
Author Ortega, Antonio, 1965- author.

Title Introduction to graph signal processing / Antonio Ortega, University of Southern California
Published Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2022
©2022

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Description 1 online resource
Summary "An intuitive and accessible text explaining the fundamentals and applications of graph signal processing. Requiring only an elementary understanding of linear algebra, it covers both basic and advanced topics, including node domain processing, graph signal frequency, sampling, and graph signal representations, as well as how to choose a graph. Understand the basic insights behind key concepts and learn how graphs can be associated to a range of specific applications across physical, biological and social networks, distributed sensor networks, image and video processing, and machine learning. With numerous exercises and Matlab examples to help put knowledge into practice, and a solutions manual available online for instructors, this unique text is essential reading for graduate and senior undergraduate students taking courses on graph signal processing, signal processing, information processing, and data analysis, as well as researchers and industry professionals"-- Provided by publisher
Bibliography Includes bibliographical references and index
Notes Online resource; title from digital title page (viewed on May 13, 2022)
Subject Signal processing.
Signal processing
Form Electronic book
ISBN 9781108552349
110855234X