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Robust Resource Allocation in Future Wireless Networks

  • Book
  • © 2017

Overview

Authors:
  1. Saeedeh Parsaeefard

    1. Department of Communication Technologies, Research Institute for Communications and Information Technology, Tehran, Iran

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  2. Ahmad Reza Sharafat

    1. Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran

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  3. Nader Mokari

    1. Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran

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  • Explains various applications for robust optimization theory in wireless networks;

  • Describes different approaches for reducing the costs of introducing robustness for allocating resources in wireless networks;

  • Presents advanced mathematical tools for solving NP-hard and intractable robust non-convex optimization problems;

  • Provides an overview of potential applications of robust techniques for resource allocation in future wireless networks.

  • Includes supplementary material: sn.pub/extras

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Table of contents (5 chapters)

  1. Front Matter

    Pages i-xiv
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  2. Introduction

    • Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari
    Pages 1-31

  3. Robust Cooperative Resource Allocation

    • Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari
    Pages 33-79

  4. Robust Noncooperative Resource Allocation

    • Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari
    Pages 81-144

  5. Nonconvex Robust Problems

    • Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari
    Pages 145-231

  6. Conclusions and Future Research

    • Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari
    Pages 233-240

  7. Back Matter

    Pages 241-245
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Keywords

About this book

This book presents state-of-the-art research on robust resource allocation in current and future wireless networks. The authors describe the nominal resource allocation problems in wireless networks and explain why introducing robustness in such networks is desirable. Then, depending on the objectives of the problem, namely maximizing the social utility or the per-user utility, cooperative or competitive approaches are explained and their corresponding robust problems are considered in detail. For each approach, the costs and benefits of robust schemes are discussed and the algorithms for reducing their costs and improving their benefits are presented. Considering the fact that such problems are inherently non-convex and intractable, a taxonomy of different relaxation techniques is presented, and applications of such techniques are shown via several examples throughout the book. Finally, the authors argue that resource allocation continues to be an important issue in future wireless networks, and propose specific problems for future research.

Authors and Affiliations

  • Department of Communication Technologies, Research Institute for Communications and Information Technology, Tehran, Iran

    Saeedeh Parsaeefard

  • Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran

    Ahmad Reza Sharafat, Nader Mokari

Bibliographic Information

  • Book Title: Robust Resource Allocation in Future Wireless Networks

  • Authors: Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari

  • DOI: https://doi.org/10.1007/978-3-319-50389-9

  • Publisher: Springer Cham

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer International Publishing AG 2017

  • Hardcover ISBN: 978-3-319-50387-5Published: 13 March 2017

  • Softcover ISBN: 978-3-319-84388-9Published: 21 July 2018

  • eBook ISBN: 978-3-319-50389-9Published: 06 March 2017

  • Edition Number: 1

  • Number of Pages: XIV, 245

  • Number of Illustrations: 4 b/w illustrations, 21 illustrations in colour

  • Topics: Communications Engineering, Networks, Computer Communication Networks

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