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000780030 019__ $$a975013403$$a975084497$$a975438416$$a984848292
000780030 020__ $$a9783319503899$$q(electronic book)
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000780030 020__ $$z9783319503875
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000780030 0247_ $$a10.1007/978-3-319-50389-9$$2doi
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000780030 049__ $$aISEA
000780030 050_4 $$aTK5103.4873
000780030 08204 $$a621.382$$223
000780030 1001_ $$aParsaeefard, Saeedeh,$$eauthor.
000780030 24510 $$aRobust resource allocation in future wireless networks /$$cSaeedeh Parsaeefard, Ahmad Reza Sharafat, Nader Mokari.
000780030 264_1 $$aCham, Switzerland :$$bSpringer,$$c2017.
000780030 300__ $$a1 online resource.
000780030 336__ $$atext$$btxt$$2rdacontent
000780030 337__ $$acomputer$$bc$$2rdamedia
000780030 338__ $$aonline resource$$bcr$$2rdacarrier
000780030 347__ $$atext file$$bPDF$$2rda
000780030 504__ $$aIncludes bibliographical references and index.
000780030 5050_ $$aPreface; Contents; Notations and Symbols; Abbreviations; 1 Introduction; 1.1 Motivation; 1.2 Formulating Resource Allocation Problems; 1.3 Mathematical Background; 1.3.1 Stochastic Robust Optimization; 1.3.2 Worst-Case Robust Optimization; 1.3.2.1 General Norm; 1.3.2.2 Polyhedron Model; 1.3.3 Hybrid Approach: Bounded Uncertainty and Probabilistic Constraints; 1.3.3.1 Chance-Constrained Approach; 1.3.3.2 D-Norm Approach; 1.4 Generic System Model; 1.4.1 System Model for Wireless Networks with Homogeneous Users; 1.4.2 System Model for Wireless Networks with Heterogeneous Users
000780030 5058_ $$a1.4.2.1 Underlay Cognitive Radio Network1.4.2.2 Wireless Networks with Heterogeneous Users in Unlicensed Bands; 1.4.3 Physical Layer Security in Wireless Channels; 1.5 Cost of Robustness; 1.6 Organization of This Book; References; 2 Robust Cooperative Resource Allocation; 2.1 Introduction; 2.2 Single-Channel Cellular Cognitive Radio Networks; 2.2.1 Robust Problem; 2.2.1.1 Iterative Algorithm for Solving Nominal and Robust Problems; 2.2.1.2 Reduced Throughput in Robust Solution; 2.2.1.3 Distributed Robust Solutions and Extra Message Passing; 2.2.1.4 Infrequent Message Passing
000780030 5058_ $$a2.3 Multi-channel Cognitive Radio Networks2.3.1 Robust Problems; 2.3.1.1 Social Utility of Robust Solutions Versus Uncertainty Levels; 2.3.2 Trade-Off Algorithms; 2.3.2.1 Trade-Off in D-Norm Approach; 2.3.2.2 Trade-off in Chance-Constrained Approach; 2.4 Overview of Other Works on Robust Cooperative Resource Allocation; 2.5 Concluding Remarks; Appendices; Appendix 1: Proof of Proposition 2.2; Appendix 2: Convexity of (9); Appendix 3: Proof of Proposition 2.3; Appendix 4: Proof of Lemma 2.1; Appendix 5: Proof of Proposition 2.4; Appendix 6: Proof of Lemma 2.2; Appendix 7: Proof of Lemma 2.3
000780030 5058_ $$aAppendix 8: Proof of Proposition 2.5References; 3 Robust Noncooperative Resource Allocation; 3.1 Introduction; 3.2 Overview of Nominal Noncooperative Strategic Games; 3.2.1 Existence and Uniqueness of NE; 3.2.1.1 Existence of NE; 3.2.1.2 Uniqueness of NE; 3.2.1.3 Existence and Uniqueness of NE in Nominal Noncooperative Power Control Games with Homogeneous Users; 3.2.2 Social Utility (Sum Rate) at NE; 3.2.3 Distributed Algorithms; 3.3 Worst-Case Robust Power Control in Noncooperative Games; 3.3.1 Robust Power Control for Noncooperative Homogeneous Users; 3.3.1.1 Existence and Uniqueness of RNE
000780030 5058_ $$a3.3.1.2 Social Utility (Sum Rate)3.3.1.3 Distributed Algorithms; 3.3.1.4 Overview of Other Works on Robust Noncooperative Games with Homogeneous Users; 3.3.2 Robust Power Control in Noncooperative CRNs; 3.3.2.1 Existence and Uniqueness of RNE; 3.3.2.2 Social Utility (Sum Rate); 3.3.2.3 Distributed Algorithms; 3.3.2.4 Overview of Other Works on Robust Noncooperative CRNs; 3.3.3 Robust Power Control for Noncooperative Heterogeneous Users; 3.3.3.1 Robust Stackelberg Games; 3.3.3.2 Single-Leader/Single-Follower Robust Stackelberg Games; 3.3.3.3 Multi-user Stackelberg Games
000780030 506__ $$aAccess limited to authorized users.
000780030 520__ $$aThis book presents state-of-the-art research on robust resource allocation in current and future wireless networks. The authors describe the nominal resource allocation problems in wireless networks and explain why introducing robustness in such networks is desirable. Then, depending on the objectives of the problem, namely maximizing the social utility or the per-user utility, cooperative or competitive approaches are explained and their corresponding robust problems are considered in detail. For each approach, the costs and benefits of robust schemes are discussed and the algorithms for reducing their costs and improving their benefits are presented. Considering the fact that such problems are inherently non-convex and intractable, a taxonomy of different relaxation techniques is presented, and applications of such techniques are shown via several examples throughout the book. Finally, the authors argue that resource allocation continues to be an important issue in future wireless networks, and propose specific problems for future research.
000780030 588__ $$aOnline resource; title from PDF title page (SpringerLink, viewed March 15, 2017).
000780030 650_0 $$aRadio resource management (Wireless communications)
000780030 650_0 $$aWireless communication systems$$xManagement.
000780030 7001_ $$aSharafat, Ahmad Reza,$$eauthor.
000780030 7001_ $$aMokari, Nader,$$eauthor.
000780030 77608 $$iPrint version:$$z3319503871$$z9783319503875$$w(OCoLC)962125862
000780030 852__ $$bebk
000780030 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-50389-9$$zOnline Access$$91397441.1
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