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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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Qiu, Robert (Author), Wicks, Michael (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: New York, NY : Springer New York : Imprint: Springer, 2014.
Edition:1st ed. 2014.
Subjects:
Telecommunication.
Signal processing.
Computer networks .
Communications Engineering, Networks.
Signal, Speech and Image Processing .
Computer Communication Networks.
Online Access:Texto Completo
Table of Contents:
  • 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.

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