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Название: Cooperative and Graph Signal Processing: Principles and Applications
Автор: Petar Djuric, Cedric Richard
Издательство: Academic Press
Год: 2018
Страниц: 822
Язык: английский
Формат: True PDF
Размер: 26.37 MB
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.
Автор: Petar Djuric, Cedric Richard
Издательство: Academic Press
Год: 2018
Страниц: 822
Язык: английский
Формат: True PDF
Размер: 26.37 MB
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.