Cognitive Networked Sensing and Big Data

Cognitive Networked Sensing and Big Data defines high-dimensional data processing in the context of wireless distributed computing and cognitive sensing. This book presents the challenges that are unique to this area such as synchronization caused by the high mobility of the nodes. The authors discu...

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Detalles Bibliográficos
Autor principal:	Qiu, Robert
Otros Autores:	Wicks, Michael
Formato:	Libro electrónico
Lenguaje:	Inglés
Publicado:	New York, NY : Springer New York : Imprint: Springer, 2014.
Materias:	Engineering. Computer communication systems. Electrical engineering. Communications Engineering, Networks. Signal, Image and Speech Processing. Computer Communication Networks.
Acceso en línea:	http://dx.doi.org/10.1007/978-1-4614-4544-9
Aporte de:	Registro referencial: Solicitar el recurso aquí Bibliotecas (ING-UNLP) de Universidad Nacional de La Plata

Tabla de Contenidos:

Fundamentals for Cognitive Radios
Synchronization
Network Control
Concentration of Eigenvalues and their Functionals
Non-Asymptotic, Local Theory of Random Matrices
Asymptotic, Global Theory of Random Matrices
Compressed Sensing and Sparse Recovery
Matrix Completion and Low-Rank Matrix Recovery
Covariance Matrix Estimation in High Dimensions
Detection in High Dimensions
Database Friendly Data Processing
From Network to Big Data.

Cognitive Networked Sensing and Big Data

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