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Game Theory Framework Applied to Wireless Communication Networks

Book Description

The popularity of smart phones and other mobile devices has brought about major expansion in the realm of wireless communications. With this growth comes the need to improve upon network capacity and overall user experience, and game-based methods can offer further enhancements in this area. Game Theory Framework Applied to Wireless Communication Networks is a pivotal reference source for the latest scholarly research on the application of game-theoretic approaches to enhance wireless networking. Featuring prevailing coverage on a range of topics relating to the advanced game model, mechanism designs, and effective equilibrium concepts, this publication is an essential reference source for researchers, students, technology developers, and engineers. This publication features extensive, research-based chapters across a broad scope of relevant topics, including potential games, coalition formation game, heterogeneous networks, radio resource allocation, coverage optimization, distributed dynamic resource allocation, dynamic spectrum access, physical layer security, and cooperative video transmission.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Book Series
    1. Mission
    2. Coverage
  5. Foreword
  6. Preface
    1. SECTION 1: ADVANCED GAME THEORY FOR WIRELESS COMMUNICATIONS
    2. SECTION 2: GAME THEORY IN EMERGING HETEROGENEOUS SMALL CELL NETWORKS
    3. SECTION 3: ADVANCED GAME THEORY FOR PROMISING WIRELESS TECHNIQUES AND SERVICES
  7. Section 1: Advanced Game Theory for Wireless Communication
    1. Chapter 1: Potential Games and Its Applications to Wireless Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. A BRIEF INTRODUCTION OF POTENTIAL GAMES
      4. GAME THEORECTIC NASH EQUILIRIUM ALGORITHM
      5. THE APPLICATION OF POTENTIAL GAME TO POWER CONTROL IN WIRELESS SYSTEMS
      6. THE MULTIMODE PRECODING GAME IN MIMO MULTIPLE ACCESS CHANNELS
      7. THE APPLICATION OF POTENTIAL GAME TO JOINT RESOURCE ALLOCATION FOR MULTI-CHANNEL DUAL-MODE RELAY NETWORKS
      8. CONCLUSION
      9. ACKNOWLEDGMENT
      10. REFERENCES
    2. Chapter 2: Coalition Formation Game for Wireless Communications
      1. ABSTRACT
      2. INTRODUCTION
      3. INTRODUCTION TO COALITION FORMATION GAMES
      4. DYNAMIC COALITION FORMATION ALGORITHM
      5. APPLICATION OF COALITION FORMATION GAMES
      6. CONCLUSION
      7. REFERENCES
      8. KEY TERMS AND DEFINITIONS
    3. Chapter 3: Distributed Learning of Equilibria with Incomplete, Dynamic, and Uncertain Information in Wireless Communication Networks
      1. ABSTRACT
      2. 1. INTRODUCTION AND BACKGROUND
      3. 2. A GENERAL FRAMEWORK OF DISTRIBUTED LEARNING OF EQUILIBRIA
      4. 3. STOCHASTIC LEARNING AUTOMATA
      5. 4. PAYOFF-BASED LOG-LINEAR LEARNING
      6. 5. LEARNING BY TRIAL AND ERROR
      7. 6. NO-REGRET LEARNING
      8. 7. CONTRASTIVE ANALYSIS AND FUTURE RESEARCH
      9. 8. CONCLUSION
      10. ACKNOWLEDGMENT
      11. REFERENCES
      12. KEY TERMS AND DEFINITIONS
      13. ENDNOTES
  8. Section 2: Game Theory in Emerging Heterogeneous Small Cell Networks
    1. Chapter 4: Game-Theoretic Approaches in Heterogeneous Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. CHALLENGES IN FEMTOCELLS
      5. GAME THEORY
      6. INTERFERENCE MITIGATION
      7. HYBRID-ACCESS DESIGN
      8. REVENUE MAXIMIZATION
      9. FUTURE RESEARCH DIRECTIONS
      10. CONCLUSION
      11. REFERENCES
      12. ADDITIONAL READING
      13. KEY TERMS AND DEFINITIONS
    2. Chapter 5: Interference Mitigation with Power Control and Allocation in the Heterogeneous Small Cell Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. LITERATURE REVIEW
      4. GAME THEORY BASED UPLINK POWER CONTROL AND DOWNLINK POWER ALLOCATION STRATEGY
      5. FUTURE RESEARCH DIRECTIONS
      6. CONCLUSION
      7. REFERENCES
      8. KEY TERMS AND DEFINITIONS
    3. Chapter 6: Game Theory-Based Radio Resource Optimization in Heterogeneous Small Cell Networks (HSCNs)
      1. ABSTRACT
      2. I. BACKGROUND OVERVIEW
      3. II. NON-COOPERATIVE GAME BASED RESOURCE OPTIMIZATION
      4. III. COALITION FORMATION FOR INTERFERENCE MITIGATION IN HSCNS
      5. IV. COALITION FORMATION FOR INTERFERENCE MITIGATION IN CLOUD SMALL CELL NETWORKS
      6. V. COALITION FORMATION FOR INTERFERENCE MITIGATION IN HETEROGENEOUS CLOUD SMALL CELL NETWORKS
      7. VI. SUMMARY
      8. REFERENCES
      9. KEY TERMS AND DEFINITIONS
    4. Chapter 7: Game Theory-Based Coverage Optimization for Small Cell Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. SYSTEM DESCRIPTION
      5. CENTRALIZED COVERAGE OPTIMIZATION USING MPSO
      6. DISTRIBUTED COVERAGE OPTIMIZATION USING GAME THEORY
      7. SIMULATION RESULTS
      8. FUTURE RESEARCH DIRECTIONS
      9. CONCLUSION
      10. REFERENCES
      11. KEY TERMS AND DEFINITIONS
    5. Chapter 8: Resource Allocation for Device-to-Device Communications in LTE-A Network
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. SYSTEM MODEL
      5. STACKELBERG GAME BASED RESOURCE ALLOCATION SCHEME
      6. FORMULATION OF PAYOFF FUNCTIONS
      7. THE BEHAVIOR OF THE BUYER
      8. THE BEHAVIOR OF THE SELLER
      9. PRBS ALLOCATION
      10. SIMULATION RESULTS AND ANALYSIS
      11. CONCLUSION
      12. REFERENCES
      13. KEY TERMS AND DEFINITIONS
    6. Chapter 9: Distributed Dynamic Resource Allocation for OFDMA-Based Cognitive Small Cell Networks Using a Regret-Matching Game Approach
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. SYSTEM MODEL AND PROBLEM STATEMENTS
      5. SENSING-BASED REGRET-MATCHING GAME FOR DISTRIBUTED DYNAMIC RESOURCE ALLOCATION
      6. JOINT DISTRIBUTED DYNAMIC RESOURCE ALLOCATION AND USER ADMISSION CONTROL DESIGN
      7. SIMULATION RESULTS
      8. CONCLUSION AND FUTURE TRENDS
      9. REFERENCES
      10. ADDITIONAL READING
      11. KEY TERMS AND DEFINITIONS
    7. Chapter 10: Self-Organizing Spectrum Access with Geo-Location Database
      1. ABSTRACT
      2. INTRODUCTION
      3. RELATED WORK
      4. DISTRIBUTED SPECTRUM ACCESS GAME
      5. SELF-ORGANIZING SPECTRUM ACCESS ALGORITHM
      6. NUMERICAL RESULTS
      7. CONCLUSION
      8. ACKNOWLEDGMENT
      9. REFERENCES
      10. KEY TERMS AND DEFINITIONS
    8. Chapter 11: Auction-Based Resource Management in Multi-Cell OFDMA Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. SYSTEM MODEL
      4. INCOMPLETE INFORMATION GAME
      5. PERFORMANCE EVALUATION
      6. FUTURE RESEARCH DIRECTIONS
      7. CONCLUSION
      8. REFERENCES
      9. KEY TERMS AND DEFINITIONS
  9. Section 3: Advanced Game Theory for Promising Wireless Techniques and Services
    1. Chapter 12: Applications of Game Theory for Physical Layer Security
      1. ABSTRACT
      2. INTRODUCTION
      3. NON-COOPERATIVE GAMES BASED PHYSICAL LAYER SECURITY
      4. COALITION GAME BASED PHYSICAL LAYER SECURITY
      5. CONCLUSION AND FUTURE DIRECTIONS
      6. REFERENCES
      7. KEY TERMS AND DEFINITIONS
    2. Chapter 13: A Game Theoretic Framework for Green HetNets Using D2D Traffic Offload and Renewable Energy Powered Base Stations
      1. ABSTRACT
      2. INTRODUCTION
      3. SYSTEM MODEL
      4. PROPOSED GAME THEORETIC TECHNIQUES
      5. UTILITY CALCULATIONS
      6. EXTENSION TO THE CASE WITH D2D COMMUNICATIONS
      7. SIMULATION RESULTS AND DISCUSSION
      8. CONCLUSION
      9. ACKNOWLEDGMENT
      10. REFERENCES
      11. ADDITIONAL READING
      12. KEY TERMS AND DEFINITIONS
    3. Chapter 14: Game Theoretic Infrastructure Sharing in Wireless Cellular Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. SYSTEM MODEL
      5. INFRASTRUCTURE SHARING ALGORITHM WITH GAME THEORETIC SWITCHING OFF DECISION
      6. ANALYTICAL MODEL
      7. PERFORMANCE EVALUATION
      8. FUTURE RESEARCH DIRECTIONS
      9. CONCLUSION
      10. ACKNOWLEDGMENT
      11. REFERENCES
      12. ADDITIONAL READING
      13. KEY TERMS AND DEFINITIONS
      14. ENDNOTES
    4. Chapter 15: Game Theoretic Approaches for Wireless Cooperative Content-Sharing
      1. ABSTRACT
      2. INTRODUCTION
      3. BACKGROUND
      4. A TRANSFERABLE-UTILITY COALITIONAL GAME FOR ENERGY SAVINGS ANALYSIS
      5. BARGAINING SOLUTIONS FOR ENERGY SAVINGS ANALYSIS
      6. A TRANSFERABLE-UTILITY COALITIONAL GAME FOR MONETARY COST ANALYSIS IN COOPERATION
      7. FUTURE RESEARCH DIRECTIONS
      8. CONCLUSION
      9. REFERENCES
      10. KEY TERMS AND DEFINITIONS
    5. Chapter 16: Game Theoretic Analysis for Cooperative Video Transmission over Heterogeneous Devices
      1. ABSTRACT
      2. INTRODUCTION
      3. COOPERATIVE VIDEO TRANSMISSION OVER HETEROGENEOUS DEVICES
      4. VIDEO TRANSMISSION IN WLANs
      5. SIMULATION RESULTS
      6. CONCLUSION
      7. REFERENCES
      8. KEY TERMS AND DEFINITIONS
  10. Compilation of References
  11. About the Contributors