Hosszú leírás:

5G/5G Advanced Networks: Planning, Design and Optimization, 2nd edition, presents practical methods and algorithms for the design of 5G/5G Advanced Networks, covering topics that range from network resilience to how streaming data analytics can be used in network orchestration and slice optimization. The book addresses 5G optimization issues that are data driven, high dimensional and clustered The new edition is extensively revised and updated with 5 new chapters: - Information theory applied to design targets and performance limits - 5G+radio interface and radio planning - Heavy traffic analysis - Network slicing - Machine learning methods for offline analytics This new edition now gives a broad and complete foundation in network optimization techniques for all subsystems of the cellular network by: - Showing how to optimize networks end-to-end, including dependencies between subsystems - Presenting network tuning methods to improve capacity, service quality, energy efficiency, and resilience - in relation to cost - Presenting designs of network slices with multi-objective performance targets The new edition also includes new practical hints sections that show algorithm implementation (end-to-end and unit testing), solution validation, bench-marking, potential pitfalls, the use of open-source software, illustration of code objects with examples in Python. 5G/5G Advanced Networks: Planning, Design and Optimization, 2nd edition, is 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.

• 5G/5G Advanced concepts, how they are linked and their effect on the architecture of a 5G/5G Advanced network
• Models of 5G/5G Advanced 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
• 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
• Design, optimization and management of network slices

Tartalomjegyzék:

1. 5G Concepts and Architecture

PART I - PRELIMINARIES
2. Network Modeling and Analysis
3. Clustering, Partitioning, and Assignment
4. Optimization Techniques

PART II - THE RADIO SUBSYSTEM
5. Information, Coding, and Modulation
6. Radio Network Design
7. Access Network Design

PART III - THE CORE SUBSYSTEM
8. Reliability and Performance Analysis
9. Capacitated Network Design
10. Resilient Backbone Design

PART IV - TRAFFIC ENGINEERING
11. Traffic Routing
12. Traffic Modeling and Effective Bandwidth
13. Heavy Traffic Analysis

PART V - NETWORK MONITORING AND CONTROL
14. Batch Data Analytics
15. Streaming Data Analytics
16. Dynamic Resource Management

PART VI - SERVICE DIFFERENTIATION
17. Network Slicing
18. Internet of Things