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Cognitive Networked Sensing and Big Data

  • Book
  • © 2014

Overview

Authors:
  1. Robert Qiu

    1. Tennessee Technological University, Cookeville, USA

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    You can also search for this author in PubMed   Google Scholar

  2. Michael Wicks

    1. Utica, USA

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    You can also search for this author in PubMed   Google Scholar

  • Discusses insights and experiences from large network testbeds
  • Examines wireless communications, mobile computing, and networks
  • Covers cognitive radio networks for UAVs
  • Includes supplementary material: sn.pub/extras

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Table of contents (13 chapters)

  1. Front Matter

    Pages i-xxiii
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  2. Theory

    1. Front Matter

      Pages 1-1
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    2. Mathematical Foundation

      • Robert Qiu, Michael Wicks
      Pages 3-83

    3. Sums of Matrix-Valued Random Variables

      • Robert Qiu, Michael Wicks
      Pages 85-144

    4. Concentration of Measure

      • Robert Qiu, Michael Wicks
      Pages 145-198

    5. Concentration of Eigenvalues and Their Functionals

      • Robert Qiu, Michael Wicks
      Pages 199-269

    6. Non-asymptotic, Local Theory of Random Matrices

      • Robert Qiu, Michael Wicks
      Pages 271-349

    7. Asymptotic, Global Theory of Random Matrices

      • Robert Qiu, Michael Wicks
      Pages 351-368

  3. Applications

    1. Front Matter

      Pages 369-369
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    2. Compressed Sensing and Sparse Recovery

      • Robert Qiu, Michael Wicks
      Pages 371-410

    3. Matrix Completion and Low-Rank Matrix Recovery

      • Robert Qiu, Michael Wicks
      Pages 411-456

    4. Covariance Matrix Estimation in High Dimensions

      • Robert Qiu, Michael Wicks
      Pages 457-486

    5. Detection in High Dimensions

      • Robert Qiu, Michael Wicks
      Pages 487-526

    6. Probability Constrained Optimization

      • Robert Qiu, Michael Wicks
      Pages 527-558

    7. Database Friendly Data Processing

      • Robert Qiu, Michael Wicks
      Pages 559-566

    8. From Network to Big Data

      • Robert Qiu, Michael Wicks
      Pages 567-576

  4. Back Matter

    Pages 577-614
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Keywords

About this book

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.

Reviews

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)

Authors and Affiliations

  • Tennessee Technological University, Cookeville, USA

    Robert Qiu

  • Utica, USA

    Michael Wicks

About the authors

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

Bibliographic Information

  • Book Title: Cognitive Networked Sensing and Big Data

  • Authors: Robert Qiu, Michael Wicks

  • DOI: https://doi.org/10.1007/978-1-4614-4544-9

  • Publisher: Springer New York, NY

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature 2014

  • Hardcover ISBN: 978-1-4614-4543-2Published: 05 August 2013

  • Softcover ISBN: 978-1-4899-9726-5Published: 23 August 2015

  • eBook ISBN: 978-1-4614-4544-9Published: 04 August 2013

  • Edition Number: 1

  • Number of Pages: XXIII, 614

  • Number of Illustrations: 1 b/w illustrations, 16 illustrations in colour

  • Topics: Communications Engineering, Networks, Signal, Image and Speech Processing, Computer Communication Networks

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