Fundamentals of Cognitive Radio

 
 
Standards Information Network (Verlag)
  • erschienen am 26. Juni 2017
  • |
  • 240 Seiten
 
E-Book | PDF mit Adobe-DRM | Systemvoraussetzungen
978-1-119-40583-2 (ISBN)
 
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. 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 optimality
Written 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.
weitere Ausgaben werden ermittelt
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.
1 - Cover [Seite 1]
2 - Title Page [Seite 7]
3 - Copyright [Seite 8]
4 - Dedication [Seite 9]
5 - Contents [Seite 13]
6 - List of Figures [Seite 17]
7 - List of Tables [Seite 25]
8 - Preface [Seite 27]
9 - Acknowledgments [Seite 29]
10 - Acronyms [Seite 31]
11 - Chapter 1 Introduction [Seite 35]
11.1 - 1.1 The Fourth Industrial Revolution [Seite 35]
11.2 - 1.2 Cognitive Radio [Seite 38]
11.3 - 1.3 The Spectrum?Underutilization Problem [Seite 41]
11.4 - 1.4 Countrywide Measurements of Spectrum Utilization [Seite 42]
11.5 - 1.5 Why be Interested in Cognitive Radio Networks? [Seite 43]
11.6 - 1.6 Directed Information Flow [Seite 45]
11.7 - 1.7 Cognitive Radio Networks [Seite 48]
11.8 - 1.8 Mathematical Toolbox [Seite 51]
11.8.1 - 1.8.1 Game Theory [Seite 51]
11.8.2 - 1.8.2 Control Theory [Seite 52]
11.8.3 - 1.8.3 Optimization under Uncertainty [Seite 53]
11.9 - 1.9 Dominant Sources of Uncertainty in Cognitive Radio Networks [Seite 54]
11.10 - 1.10 Issue of Trustworthiness [Seite 56]
11.11 - 1.11 Vision for the Book [Seite 56]
12 - Chapter 2 Game Theory [Seite 59]
12.1 - 2.1 Game Theory Terminology [Seite 59]
12.1.1 - 2.1.1 Noncooperative Games versus Cooperative Games [Seite 60]
12.1.2 - 2.1.2 Static Games versus Dynamic Games [Seite 60]
12.1.3 - 2.1.3 One?Shot Games versus Repeated Games [Seite 60]
12.1.4 - 2.1.4 Games with Complete Information versus Games with Incomplete Information [Seite 60]
12.1.5 - 2.1.5 Games with Perfect Information versus Games with Imperfect Information [Seite 60]
12.2 - 2.2 Noncooperative Games [Seite 61]
12.2.1 - 2.2.1 Nash Equilibrium [Seite 62]
12.2.2 - 2.2.2 Variational Inequalities [Seite 62]
12.3 - 2.3 Cooperative Games [Seite 62]
12.3.1 - 2.3.1 Nash Bargaining [Seite 63]
12.4 - 2.4 Minority Games [Seite 63]
12.5 - 2.5 Concluding Remarks [Seite 64]
13 - Chapter 3 Cognitive Radio Transceiver [Seite 65]
13.1 - 3.1 Spectrum Sensing [Seite 66]
13.1.1 - 3.1.1 Attributes of Reliable Spectrum Sensing [Seite 67]
13.1.2 - 3.1.2 The Multitaper Method [Seite 67]
13.1.3 - 3.1.3 Space?Time Processing [Seite 72]
13.1.4 - 3.1.4 Time?Frequency Analysis [Seite 75]
13.1.5 - 3.1.5 Cyclostationarity: Fourier Perspective [Seite 84]
13.1.6 - 3.1.6 Rayleigh Fading Channels [Seite 88]
13.1.7 - 3.1.7 Remarks on Nonparametric Spectrum Sensing [Seite 89]
13.1.8 - 3.1.8 Filter?Bank Implementation of the Multitaper Method [Seite 91]
13.1.9 - 3.1.9 Cooperative Spectrum Sensing [Seite 91]
13.2 - 3.2 Dynamic Spectrum Management [Seite 92]
13.2.1 - 3.2.1 The Tsigankov-Koulakov Model [Seite 94]
13.2.2 - 3.2.2 Self?Organizing Dynamic Spectrum Management [Seite 95]
13.2.3 - 3.2.3 Dynamic Spectrum Management Based on Minority Games [Seite 102]
13.2.4 - 3.2.4 Self?Organized Maps versus Minority Games [Seite 104]
13.3 - 3.3 Transmit?Power Control [Seite 105]
13.3.1 - 3.3.1 Waterfilling Interpretation of Information Capacity Theorem [Seite 109]
13.3.2 - 3.3.2 Iterative Waterfilling Algorithm (IWFA) [Seite 111]
13.3.3 - 3.3.3 IWFA as a Multistage Optimization Problem in Light of System Uncertainties [Seite 114]
13.3.4 - 3.3.4 Robust IWFA [Seite 114]
13.3.5 - 3.3.5 The Price of Robustness [Seite 115]
13.3.6 - 3.3.6 Robust IWFA versus Classic IWFA [Seite 116]
13.4 - 3.4 Information Value [Seite 125]
13.5 - 3.5 Concluding Remarks [Seite 127]
14 - Chapter 4 Cognitive Radio Networks [Seite 128]
14.1 - 4.1 Cognitive Radio Networks Viewed as Spectrum?Supply Chain Networks [Seite 128]
14.2 - 4.2 Open?access Cognitive Radio Networks [Seite 133]
14.2.1 - 4.2.1 Network Dynamics [Seite 136]
14.2.2 - 4.2.2 Cognitive Radio Network Viewed as a Hybrid Dynamic System [Seite 143]
14.2.3 - 4.2.3 Network Stability in the Presence of Uncertainty and Time Delay [Seite 145]
14.2.4 - 4.2.4 Double?layer Dynamics of Cognitive Radio Networks [Seite 149]
14.3 - 4.3 Market?driven Cognitive Radio Networks [Seite 155]
14.3.1 - 4.3.1 Legacy Owners [Seite 158]
14.3.2 - 4.3.2 Spectrum Brokers [Seite 159]
14.3.3 - 4.3.3 Secondary Users [Seite 160]
14.3.4 - 4.3.4 Equilibrium of the Spectrum?Supply Chain Network [Seite 161]
14.3.5 - 4.3.5 Network Dynamics [Seite 163]
14.3.6 - 4.3.6 Network Stability [Seite 163]
14.3.7 - 4.3.7 The Transportation Network Representation of the Spectrum?Supply Chain Network [Seite 163]
14.4 - 4.4 Supply Chain Efficiency [Seite 165]
14.5 - 4.5 Concluding Remarks [Seite 167]
14.5.1 - 4.5.1 Two Regimes of Cognitive Radio Networks [Seite 167]
14.5.2 - 4.5.2 Supply Chain Networks [Seite 169]
14.5.3 - 4.5.3 Cognitive Radio Commercialization [Seite 170]
14.5.4 - 4.5.4 The Role of Cognition in Cognitive Radio Networks [Seite 171]
15 - Chapter 5 Sustainability of the Spectrum?Supply Chain Network [Seite 174]
15.1 - 5.1 Unlicensed Bands as Public Goods [Seite 174]
15.2 - 5.2 The Spectrum?Supply Chain Network as an Artificial Economy [Seite 176]
15.3 - 5.3 Aiming for Lindahl Equilibria [Seite 178]
15.4 - 5.4 Concluding Remarks [Seite 181]
16 - Chapter 6 Cognitive Heterogeneous Networks [Seite 182]
16.1 - 6.1 Heterogeneous Networks [Seite 182]
16.2 - 6.2 Horizontal Mergers of Spectrum?Supply Chain Networks [Seite 185]
16.2.1 - 6.2.1 Premerger Status [Seite 185]
16.2.2 - 6.2.2 Spectrum Sharing [Seite 188]
16.2.3 - 6.2.3 Infrastructure Sharing [Seite 189]
16.2.4 - 6.2.4 Spectrum and Infrastructure Sharing [Seite 189]
16.3 - 6.3 Synergy Measure for Horizontal Mergers [Seite 189]
16.4 - 6.4 Concluding Remarks [Seite 190]
17 - Appendix A Mathematical Model for Open?Access Cognitive Radio Networks [Seite 191]
18 - Appendix B Proof of Theorems [Seite 201]
19 - References [Seite 212]
20 - Index [Seite 229]
21 - EULA [Seite 242]

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