Game Theory for Wireless Communications and Networking (Haedcover)
暫譯: 無線通信與網絡的博弈論 (精裝版)

Yan Zhang , MOHSEN GUIZANI

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商品描述

Used to explain complicated economic behavior for decades, game theory is quickly becoming a tool of choice for those serious about optimizing next generation wireless systems. Illustrating how game theory can effectively address a wide range of issues that until now remained unresolved, Game Theory for Wireless Communications and Networking provides a systematic introduction to the application of this powerful and dynamic tool.

 

This comprehensive technical guide explains game theory basics, architectures, protocols, security, models, open research issues, and cutting-edge advances and applications. It describes how to employ game theory in infrastructure-based wireless networks and multihop networks to reduce power consumption—while improving system capacity, decreasing packet loss, and enhancing network resilience. Providing for complete cross-referencing, the text is organized into four parts:

 

     

  1. Fundamentals—introduces the fundamental issues and solutions in applying different games in different wireless domains, including wireless sensor networks, vehicular networks, and OFDM-based wireless systems
  2. Power Control Games—considers issues and solutions in power control games
  3. Economic Approaches—reviews applications of different economic approaches, including bargaining and auction-based approaches
  4. Resource Management—explores how to use the game theoretic approach to address radio resource management issues
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The book explains how to apply the game theoretic model to address specific issues, including resource allocation, congestion control, attacks, routing, energy management, packet forwarding, and MAC. Facilitating quick and easy reference to related optimization and algorithm methodologies, it supplies you with the background and tools required to use game theory to drive the improvement and development of next generation wireless systems.

商品描述(中文翻譯)

遊戲理論在解釋複雜的經濟行為方面已經使用了幾十年,現在正迅速成為那些認真優化下一代無線系統的人的首選工具。《無線通信與網絡的遊戲理論》展示了遊戲理論如何有效地解決一系列至今仍未解決的問題,並系統性地介紹了這一強大而動態工具的應用。

這本全面的技術指南解釋了遊戲理論的基本概念、架構、協議、安全性、模型、開放的研究問題以及前沿的進展和應用。它描述了如何在基於基礎設施的無線網絡和多跳網絡中運用遊戲理論來降低功耗,同時提高系統容量、減少封包丟失並增強網絡韌性。該文本提供了完整的交叉參考,分為四個部分:

1. **基本原理**——介紹在不同無線領域中應用不同遊戲的基本問題和解決方案,包括無線感測器網絡、車輛網絡和基於OFDM的無線系統。
2. **功率控制遊戲**——考慮功率控制遊戲中的問題和解決方案。
3. **經濟方法**——回顧不同經濟方法的應用,包括談判和拍賣基礎的方法。
4. **資源管理**——探討如何使用遊戲理論方法來解決無線資源管理問題。

本書解釋了如何應用遊戲理論模型來解決特定問題,包括資源分配、擁塞控制、攻擊、路由、能源管理、封包轉發和媒介存取控制(MAC)。它便於快速和輕鬆地參考相關的優化和算法方法,並為您提供使用遊戲理論推動下一代無線系統改進和發展所需的背景和工具。