5g Networks: Planning, Design and Optimization

5G Networks: Planning, Design and Optimization presents practical methods and algorithms for the design of 5G Networks, covering issues ranging from network resilience to how Big Data analytics can used in network design optimization. The book addresses 5G optimization issues that are data driven, high dimensional and clustered.

The reader will learn:

• 5G concepts, how they are linked and their effect on the architecture of a 5G network
• Models of 5G at a network level, including economic aspects of operating a network
• The economic implications of scale and service diversity, and the incentive for optimal design and operational strategies
• Network topologies from a transport to a cloud perspective
• Theoretic foundations for network design and network optimization
• Algorithms for practical design and optimization of 5G subsystems based on live network projects
• Efficient Bayesian methods for network analytics
• The trade-off and multi-objective character of QoS management and cost saving
• Practical traffic and resilience measurement and QoS supervision
• Frameworks for performance analytics and network control

This book will be an invaluable resource for telecom operators and service providers, university researchers, graduate students and network planners interested in practical methods for optimizing networks for large performance improvements and cost savings.

Christofer Larsson works as an independent researcher and consultant in network design traffic engineering, network performance evaluation and optimization.

《5G網絡：規劃、設計和優化》提供了設計5G網絡的實用方法和算法，涵蓋了從網絡韌性到如何在網絡設計優化中使用大數據分析的問題。該書討論了基於數據驅動、高維度和聚類的5G優化問題。

讀者將學到以下內容：
- 5G概念，它們之間的聯繫以及對5G網絡架構的影響
- 5G在網絡層面的模型，包括運營網絡的經濟方面
- 規模和服務多樣性的經濟影響，以及最佳設計和運營策略的激勵
- 從傳輸到雲的網絡拓撲
- 網絡設計和優化的理論基礎
- 基於實際網絡項目的5G子系統實用設計和優化算法
- 網絡分析的高效貝葉斯方法
- QoS管理和節省成本的權衡和多目標特性
- 實際流量和韌性測量以及QoS監控
- 性能分析和網絡控制框架

這本書對電信運營商和服務提供商、大學研究人員、研究生和網絡規劃師來說將是一個寶貴的資源，他們對於優化網絡以實現大幅提升性能和節省成本的實用方法感興趣。

Christofer Larsson是一位獨立的研究人員和顧問，從事網絡設計流量工程、網絡性能評估和優化的工作。

Christofer Larsson is a consultant in network design and traffic engineering, having worked for Ericsson for a decade. He holds an MSc in Engineering Physics from the Royal Institute of Technology, Stockholm, Sweden.

Christofer Larsson是一位網路設計和流量工程的顧問，曾在愛立信工作了十年。他擁有瑞典斯德哥爾摩皇家理工學院的工程物理學碩士學位。