Cognitive Networked Sensing and Big Data
(Sprache: Englisch)
This book presents the challenges that are unique to this area such as synchronization caused by the high mobility of the nodes. It discusses the integration of software defined radio implementation and testbed development.
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Produktinformationen zu „Cognitive Networked Sensing and Big Data “
This book presents the challenges that are unique to this area such as synchronization caused by the high mobility of the nodes. It discusses the integration of software defined radio implementation and testbed development.
Klappentext zu „Cognitive Networked Sensing and Big Data “
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.
Inhaltsverzeichnis zu „Cognitive Networked Sensing and Big Data “
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.
Autoren-Porträt von Robert Qiu, Michael Wicks
Dr. Qiu is a Professor in the Department of Electrical and Computer Engineering, Center for Manufacturing Research, Tennessee Technological University, Cookeville, Tennessee
Bibliographische Angaben
- Autoren: Robert Qiu , Michael Wicks
- 2015, Softcover reprint of the original 1st ed. 2014, XXIII, 614 Seiten, Maße: 15,5 x 23,5 cm, Kartoniert (TB), Englisch
- Verlag: Springer, Berlin
- ISBN-10: 1489997261
- ISBN-13: 9781489997265
Sprache:
Englisch
Pressezitat
From the book reviews:"The book deals with big data which is connected with high-dimensional statistics, smart grid, cognitive networked sensing, cognitive radio networks with interface to a cognitive radar. ... The book is an excellent contribution to large data analysis and communication, distributed computing, radio, and radar sciences. The book may be used at graduate and postgraduate levels in electrical engineering and computer science." (Nirode C. Mohanty, zbMATH, Vol. 1291, 2014)
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