Cooperative and graph signal processing : principles and applications edited by Petar Djuric, Cedric Richard

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Material type: Text

TextPublication details: Amsterdam : Academic Press, 2018.Description: 1 volume ; 24 cmISBN:

9780128136775

Subject(s):

DDC classification:

621.3822 CO OP

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Summary: 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. 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, Wireless health and Neuroscience.

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Holdings
Item type	Current library	Call number	Status	Date due	Barcode
ON ORDER	University of Wollongong in Dubai On Order	621.3822 CO OP (Browse shelf(Opens below))	Ordered		T0063553

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Previous	621.382 SI NO Node-to-node approaching in wireless mesh connectivity	621.38210285536 LE CO Communication systems principles using MATLAB	621.38210285536 LE CO Communication systems principles using MATLAB	621.3822 CO OP Cooperative and graph signal processing :	621.3827 HA ND The handbook of optical communication networks /	621.75 CH WO Workshop technology :	624 AN CI Civil engineering construction	Next

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. 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, Wireless health and Neuroscience.

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