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Game Theory Applications in Network Design

Book Description

The use of game theoretic techniques is playing an increasingly important role in the network design domain. Understanding the background, concepts, and principles in using game theory approaches is necessary for engineers in network design. Game Theory Applications in Network Design provides the basic idea of game theory and the fundamental understanding of game theoretic interactions among network entities. The material in this book also covers recent advances and open issues, offering game theoretic solutions for specific network design issues. This publication will benefit students, educators, research strategists, scientists, researchers, and engineers in the field of network design.

Table of Contents

  1. Cover
  2. Title Page
  3. Copyright Page
  4. Book Series
  5. Dedication
  6. Preface
    1. OUTLINE OF THE BOOK
  7. Acknowledgment
  8. Quotes
  9. Section 1: Fundamental Ideas of Game Theory
    1. Chapter 1: Introduction
      1. ABSTRACT
      2. INTRODUCTION
      3. HISTORY OF GAME THEORY
      4. APPLIED AREAS OF GAME THEORY
      5. REFERENCES
      6. KEY TERMS AND DEFINITIONS
    2. Chapter 2: Basic Concepts for Game Theory
      1. ABSTRACT
      2. INTRODUCTION
      3. CLASSIFICATIONS OF GAMES
      4. CLASSIFICATION OF GAME SOLUTIONS
      5. REFERENCES
      6. KEY TERMS AND DEFINITIONS
    3. Chapter 3: Game Models in Various Applications
      1. ABSTRACT
      2. INTRODUCTION
      3. NON-COOPERATIVE GAMES
      4. COOPERATIVE GAMES
      5. SPECIAL DOMAINS OF GAME THEORY
      6. REFERENCES
      7. KEY TERMS AND DEFINITIONS
  10. Section 2: Game Theoretic Applications for Network Management Issues
    1. Chapter 4: Game Theory for Wireless Ad Hoc Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. PHYSICAL LAYER
      4. DATA LINK LAYER
      5. NETWORK LAYER
      6. TRANSPORT LAYER
      7. APPLICATION LAYER
      8. SUMMARY
      9. REFERENCES
      10. KEY TERMS AND DEFINITIONS
    2. Chapter 5: Game Theory for Smart Grid
      1. ABSTRACT
      2. INTRODUCTION
      3. GAME MODELS FOR DEMAND SIDE MANAGEMENT
      4. PRICING GAMES FOR SMART GRID LOAD BALANCING
      5. DYNAMIC GAMES FOR SMART GRID
      6. ENERGY STORAGE MANAGEMENT IN SMART GRID
      7. LEARNING BASED GAMES FOR SMART GRID
      8. SUMMARY
      9. REFERENCES
      10. KEY TERMS AND DEFINITIONS
    3. Chapter 6: Game Theory for Network Security
      1. ABSTRACT
      2. INTRODUCTION
      3. NON-COOPERATIVE GAMES FOR NETWORK SECURITY
      4. COOPERATIVE GAMES FOR NETWORK SECURITY
      5. MULTI-OBJECTIVE OPTIMIZATION FOR SECURITY GAMES
      6. GAME THEORY FOR INFORMATION WARFARE
      7. SUMMARY
      8. REFERENCES
      9. KEY TERMS AND DEFINITIONS
    4. Chapter 7: Game Theory for Cognitive Radio Networks
      1. ABSTRACT
      2. INTRODUCTION
      3. NON-COOPERATIVE SPECTRUM SHARING GAMES
      4. COOPERATIVE SPECTRUM SHARING GAMES FOR COGNITIVE RADIO NETWORKS
      5. ECONOMIC GAMES FOR COGNITIVE RADIO NETWORKS
      6. SECURITY GAMES FOR COGNITIVE RADIO NETWORKS
      7. SUMMARY
      8. REFERENCES
      9. KEY TERMS AND DEFINITIONS
    5. Chapter 8: Game Theory for Wireless Network Resource Management
      1. ABSTRACT
      2. INTRODUCTION
      3. GAME MODELS FOR WLAN RESOURCE MANAGEMENT
      4. GAME MODELS FOR CDMA NETWORK RESOURCE MANAGEMENT
      5. GAME MODELS FOR OFDM NETWORK RESOURCE MANAGEMENT
      6. GAME MODELS FOR CELLULAR NETWORKS RESOURCE MANAGEMENT
      7. GAME MODELS FOR MULTI-HOP NETWORK RESOURCE MANAGEMENT
      8. GAME MODELS FOR SENSOR NETWORK ENERGY MANAGEMENT
      9. GAME MODELS FOR 4G WIRELESS NETWORK RESOURCE MANAGEMENT
      10. SUMMARY
      11. REFERENCES
      12. KEY TERMS AND DEFINITIONS
  11. Section 3: Advanced Game Paradigm Topics: Case Studies in Network Design
    1. Chapter 9: Game-Based Approach for Network Routing Applications
      1. ABSTRACT
      2. COOPERATIVE GAME THEORETIC ONLINE ROUTING (CGOR) SCHEME
      3. GAME THEORETIC MULTI-OBJECTIVE ROUTING (GMOR) SCHEME
      4. INCENTIVE-BASED AD-HOC NETWORK ROUTING (IANR) SCHEME
      5. COOPETITION GAME BASED MULTI-PATH ROUTING (CGMR) SCHEME FOR MOBILE AD-HOC NETWORKS
      6. TRUST BASED INCENTIVE COOPERATIVE RELAY ROUTING (TICRR) SCHEME FOR WIRELESS NETWORKS
      7. REFERENCES
      8. KEY TERMS AND DEFINITIONS
    2. Chapter 10: Power Control Schemes Based on Game Theory
      1. ABSTRACT
      2. EVOLUTIONARY GAME-BASED POWER CONTORL (EGPC) SCHEME
      3. STACKELBERG GAME-BASED POWER CONTORL (SGPC) SCHEME
      4. DYNAMIC VOLTAGE SCALING () SCHEME
      5. WEIGHTED VOTING BASED POWER CONTROL (WVPC) SCHEME FOR FEMTOCELL NETWORKS
      6. INTERVENTION GAME BASED MULTI-OBJECTIVE POWER CONTROL (IGMPC) SCHEME FOR FEMTOCELL NETWORKS
      7. REFERENCES
      8. KEY TERMS AND DEFINITIONS
    3. Chapter 11: Bargaining Solutions for Resource Allocation Problems
      1. ABSTRACT
      2. NASH BARGAINING BASED BANDWIDTH MANAGEMENT (NBBM) SCHEME
      3. NASH BARGAINING BASED VOLTAGE SCALING (NBVS) SCHEME
      4. KALAI-SMORODINSKY BARGAINING BASED BANDWIDTH ADJUSTMENT (KSBBA) SCHEME
      5. NEGOTIATION GAME BASED COOPERATIVE BANDWIDTH BARGAINING (NGCBB) SCHEME
      6. BLOTTO GAME BASED STRATEGIC RESOURCE ALLCATION (BGSRA) SCHEME
      7. INTERVENIENT STACKELBERG GAME BASED BANDWIDTH ALLOCATION (ISGBA) SCHEME
      8. REFERENCES
      9. KEY TERMS AND DEFINITIONS
    4. Chapter 12: Bandwidth Management Algorithms by Using Game Models
      1. ABSTRACT
      2. QOS-AWARE BANDWIDTH ALLCATION (QSBA) SCHEME
      3. ADAPTIVE CALL ADMISSION CONTROL (ACAC) SCHEME FOR HETEROGENEOUS OVERLAY NETWORKS
      4. MECHANISM DESIGN BASED ONLINE BANDWIDTH ALLOCATION (MDOBA) SCHEME
      5. NEGOTIATION BARGAINING GAME BASED BANDWIDTH MANAGEMENT (NBGBM) SCHEME FOR MULTI-HOP RELAYING NETWORKS
      6. DUAL-LEVEL BANDWIDTH MANAGEMENT (DLBM) SCHEME FOR OVERLAY NETWORKS
      7. REFERENCES
      8. KEY TERMS AND DEFINITIONS
    5. Chapter 13: Game-Based Control Mechanisms for Cognitive Radio Networks
      1. ABSTRACT
      2. TWO-WAY MATCHING GAME BASED BANDWIDTH SHARING (TMGBS) SCHEME
      3. MULTI-LEADER MULTI-FOLLOWER STACKELBERG () SCHEME FOR COGNITIVE RADIO NETWORKS
      4. REVERSED STACKELBERG BANDWIDTH SHARING (RSBS) SCHEME FOR COGNITIVE MULTI-HOP CELLULAR NETWORKS
      5. TRUST-BASED RADIO SPECTRUM SHARING (TRSS) SCHEME FOR COGNITIVE RADIO NETWORKS
      6. REPEATED BAYESIAN-BASED SPECTRUM AUCTION (RBSA) SCHEME FOR COGNITIVE RADIO NETWORKS
      7. LEARNING BASED SPECTRUM SHARING () SCHEME FOR COGNITIVE RADIO NETWORKS
      8. REFERENCES
      9. KEY TERMS AND DEFINITIONS
    6. Chapter 14: Economic Approach for Network Management
      1. ABSTRACT
      2. STACKELBERG GAME BASED PRICE CONTROL (SGPC) SCHEME FOR WIRELESS NETWORKS
      3. MARKET SHARING GAME BASED BANDWIDTH MANAGEMENT (MSGBM) SCHEME FOR WIRELESS NETWORKS
      4. BARGAINING AND FICTITIOUS PLAY BASED BANDWIDTH MANAGEMNET (BFPBM) SCHEME FOR WIRELESS NETWORKS
      5. PUBLIC GOODS GAME BASED FILE SHARING (PGGFS) SCHEME FOR P2P NETWORKS
      6. REFERENCES
      7. KEY TERMS AND DEFINITIONS
    7. Chapter 15: Game-Based Control Approach for Smart Grid
      1. ABSTRACT
      2. BIFORM GAME BASED COGNITIVE RADIO CONTROL (BGCRC) SCHEME FOR SMART GRID COMMUNICATIONS
      3. SPECTRUM MANAGEMENT ALGORITHMS IN THE BGCRC SCHEME
      4. COOPETITION GAME BASED GROUPING AND SCHEDULING (CGGS) SCHEME FOR SMART GRID MANAGEMENT
      5. REFERENCES
      6. KEY TERMS AND DEFINITIONS
    8. Chapter 16: Game Paradigm for Wired Networks
      1. ABSTRACT
      2. EVOLUTIONARY MINORITY GAME BASED CONGESTION CONTROL (EMGCC) SCHEME FOR WIRED NETWORKS
      3. RELATED WORK
      4. THE MAIN STEPS OF THE EMGCC SCHEME
      5. SUMMARY
      6. REFERENCES
      7. KEY TERMS AND DEFINITIONS
    9. Chapter 17: Concluding Remarks
      1. ABSTRACT
      2. READING LISTS FOR KEY ISSUES IN GAME THEORY
      3. DIRECTIONS FOR FUTURE RESERACH
      4. REFERENCES
      5. KEY TERMS AND DEFINITIONS
  12. Compilation of References
  13. About the Author