Cognitive Networked Sensing and Big Data /

Cognitive Networked Sensing and Big Data /

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Bibliographic Details
Author / Creator:	Qiu, Robert. author.
Imprint:	New York, NY : Springer New York : Imprint: Springer, 2014.
Description:	1 online resource.
Language:	English
Subject:	Engineering. Computer Communication Networks. Telecommunication. Big data. Cognitive radio networks.
Format:	E-Resource Book
URL for this record:	http://pi.lib.uchicago.edu/1001/cat/bib/9805266

Hidden Bibliographic Details
Other authors / contributors:	Wicks, Michael. author.
ISBN:	9781461445449
Summary:	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 discuss the integration of software defined radio implementation and testbed development. The book also bridges new research results and contextual reviews. Additionally, the authors provide an examination of large cognitive radio network; hardware testbed; distributed sensing; and distributed computing.
Other form:	Printed edition: 9781461445432
Standard no.:	10.1007/978-1-4614-4544-9

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.