BOOKS - NETWORK TECHNOLOGIES - Cooperative and Graph Signal Processing Principles and...
Cooperative and Graph Signal Processing Principles and Applications - Petar Djuric, Cedric Richard 2018 PDF Academic Press BOOKS NETWORK TECHNOLOGIES
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Cooperative and Graph Signal Processing Principles and Applications
Author: Petar Djuric, Cedric Richard
Year: 2018
Number of pages: 822
Format: PDF
File size: 26.37 MB
Language: ENG

Cooperative and Graph Signal Processing: Principles and Applications presents the fundamentals of signal processing over networks and the latest advances in graph signal processing. A range of key concepts are clearly explained, including learning, adaptation, optimization, control, inference and Machine Learning (ML). Building on the principles of these areas, the book then shows how they are relevant to understanding distributed communication, networking and sensing and social networks. Finally, the book shows how the principles are applied to a range of applications, such as Big data, Media and video, Smart grids, Internet of Things (IoT), Wireless health and Neuroscience.

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