Robust Resource Allocation in Future Wireless Networks

Nonfiction, Computers, Networking & Communications, Hardware, Science & Nature, Technology, Telecommunications
Cover of the book Robust Resource Allocation in Future Wireless Networks by Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari, Springer International Publishing
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Author: Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari ISBN: 9783319503899
Publisher: Springer International Publishing Publication: March 6, 2017
Imprint: Springer Language: English
Author: Saeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari
ISBN: 9783319503899
Publisher: Springer International Publishing
Publication: March 6, 2017
Imprint: Springer
Language: English

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.

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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.

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