Stochastic Geometry for Wireless Networks (Hardcover)

Covering point process theory, random geometric graphs and coverage processes, this rigorous introduction to stochastic geometry will enable you to obtain powerful, general estimates and bounds of wireless network performance and make good design choices for future wireless architectures and protocols that efficiently manage interference effects. Practical engineering applications are integrated with mathematical theory, with an understanding of probability the only prerequisite. At the same time, stochastic geometry is connected to percolation theory and the theory of random geometric graphs and accompanied by a brief introduction to the R statistical computing language. Combining theory and hands-on analytical techniques with practical examples and exercises, this is a comprehensive guide to the spatial stochastic models essential for modelling and analysis of wireless network performance.

這本嚴謹的介紹隨機幾何學的書籍涵蓋了點過程理論、隨機幾何圖和覆蓋過程，讓您能夠獲得強大且普遍的無線網路性能估計和界限，並為未來的無線架構和協議做出良好的設計選擇，以有效地管理干擾效應。實際的工程應用與數學理論相結合，只需要對概率有一定的理解。同時，隨機幾何學與渗透理論和隨機幾何圖的理論相關，並附有對R統計計算語言的簡要介紹。結合理論和實用的分析技巧，並提供實際的例子和練習，這是一本全面指南，對於建模和分析無線網路性能至關重要的空間隨機模型。