Cognitive Networked Sensing and Big Data - Robert Qiu, Michael Wicks

Cognitive Networked Sensing and Big Data

Buch | Softcover
614 Seiten
2015 | Softcover reprint of the original 1st ed. 2014
Springer-Verlag New York Inc.
978-1-4899-9726-5 (ISBN)
160,49 inkl. MwSt
Wireless Distributed Computing and Cognitive Sensing defines high-dimensional data processing in the context of wireless distributed computing and cognitive sensing. Also the author provides an examination of large cognitive radio network; distributed sensing; and distributed computing.
Wireless Distributed Computing and Cognitive Sensing 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 author will discuss the integration of software defined radio implementation and testbed development. The book will also bridge new research results and contextual reviews. Also the author provides an examination of large cognitive radio network; hardware testbed; distributed sensing; and distributed computing.

Dr. Qiu is a Professor in the Department of Electrical and Computer Engineering, Center for Manufacturing Research, Tennessee Technological University, Cookeville, Tennessee

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.

Erscheinungsdatum
Zusatzinfo 16 Illustrations, color; 1 Illustrations, black and white; XXIII, 614 p.
Verlagsort New York
Sprache englisch
Maße 155 x 235 mm
Themenwelt Mathematik / Informatik Informatik Netzwerke
Informatik Weitere Themen Hardware
Technik Elektrotechnik / Energietechnik
Technik Nachrichtentechnik
ISBN-10 1-4899-9726-1 / 1489997261
ISBN-13 978-1-4899-9726-5 / 9781489997265
Zustand Neuware
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