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Informationen zum Autor PEYMAN SETOODEH is a Professor at the School of Electrical and Computer Engineering at Shiraz University, Shiraz, Iran. SIMON HAYKIN is a Distinguished University Professor at McMaster University, Hamilton, Ontario, Canada. Klappentext A comprehensive treatment of cognitive radio networks and the specialized techniques used to improve wireless communicationsThe human brain, as exemplified by cognitive radar, cognitive radio, and cognitive computing, inspires the field of Cognitive Dynamic Systems. In particular, cognitive radio is growing at an exponential rate. Fundamentals of Cognitive Radio details different aspects of the human brain and provides examples of how it can be mimicked by cognitive dynamic systems. The text offers a communication-theoretic background, including information on resource allocation in wireless networks and the concept of robustness.The authors provide a thorough mathematical background with data on game theory, variational inequalities, and projected dynamic systems. They then delve more deeply into resource allocation in cognitive radio networks. The text investigates the dynamics of cognitive radio networks from the perspectives of information theory, optimization, and control theory. It also provides a vision for the new world of wireless communications by integration of cellular and cognitive radio networks. This groundbreaking book:* Shows how wireless communication systems increasingly use cognition to enhance their networks* Explores how cognitive radio networks can be viewed as spectrum supply chain networks* Derives analytic models for two complementary regimes for spectrum sharing (open-access and market-driven) to study both equilibrium and disequilibrium behaviors of networks* Studies cognitive heterogeneous networks with emphasis on economic provisioning for resource sharing* Introduces a framework that addresses the issue of spectrum sharing across licensed and unlicensed bands aimed for Pareto optimalityWritten for students of cognition, communication engineers, telecommunications professionals, and others, Fundamentals of Cognitive Radio offers a new generation of ideas and provides a fresh way of thinking about cognitive techniques in order to improve radio networks. Zusammenfassung A comprehensive treatment of cognitive radio networks and the specialized techniques used to improve wireless communications The human brain, as exemplified by cognitive radar, cognitive radio, and cognitive computing, inspires the field of Cognitive Dynamic Systems. Inhaltsverzeichnis List of Figures xv List of Tables xxiii Preface xxv Acknowledgments xxvii Acronyms xxix 1 Introduction 1 1.1 The Fourth Industrial Revolution 1 1.2 Cognitive Radio 4 1.3 The Spectrum-Underutilization Problem 7 1.4 Countrywide Measurements of Spectrum Utilization 8 1.5 Why be Interested in Cognitive Radio Networks? 9 1.6 Directed Information Flow 11 1.7 Cognitive Radio Networks 14 1.8 Mathematical Toolbox 17 1.8.1 Game Theory 17 1.8.2 Control Theory 18 1.8.3 Optimization under Uncertainty 19 1.9 Dominant Sources of Uncertainty in Cognitive Radio Networks 20 1.10 Issue of Trustworthiness 22 1.11 Vision for the Book 22 2 GameTheory 25 2.1 Game Theory Terminology 25 2.1.1 Noncooperative Games versus Cooperative Games 26 2.1.2 Static Games versus Dynamic Games 26 2.1.3 One-Shot Games versus Repeated Games 26 2.1.4 Games with Complete Information versus Games with Incomplete Information 26 2.1.5 Games with Perfect Information versus Games with Imperfect Information 26 2.2 Noncooperative Games 27 2.2.1 Nash Equilibrium 28 2.2.2 Variational Inequalities 28 2.3 Cooperative Games 28 2.3.1 Nash Bargaining...
