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.
1. Title of Book - p. i 2. Cover image - p. i 3. Title page - p. ii 4. Table of Contents - p. iii 5. Copyright - p. iv 6. Dedication - p. v 7. Preface to the second edition - p. xi 8. Preface - p. xiii 9. Chapter 1: 5G concepts and technologies - p. 1 10. Chapter 2: Network modeling and analysis - p. 15 11. Chapter 3: Clustering, partitioning, and assignment - p. 63 12. Chapter 4: Optimization techniques - p. 87 13. Chapter 5: Information, modulation, and coding - p. 111 14. Chapter 6: Radio network design - p. 153 15. Chapter 7: Access network design - p. 189 16. Chapter 8: Reliability and performance analysis - p. 211 17. Chapter 9: Capacitated network design - p. 249 18. Chapter 10: Resilient backbone design - p. 285 19. Chapter 11: Traffic routing - p. 317 20. Chapter 12: Traffic modeling and effective bandwidth - p. 347 21. Chapter 13: Heavy traffic analysis - p. 397 22. Chapter 14: Analytics on batch data - p. 447 23. Chapter 15: Analytics on streaming data - p. 471 24. Chapter 16: Dynamic resource management - p. 513 25. Chapter 17: Network slicing - p. 537 26. Chapter 18: Internet of Things - p. 559 27. Index - p. 599
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.
1. Title of Book - p. i 2. Cover image - p. i 3. Title page - p. ii 4. Table of Contents - p. iii 5. Copyright - p. iv 6. Dedication - p. v 7. Preface to the second edition - p. xi 8. Preface - p. xiii 9. Chapter 1: 5G concepts and technologies - p. 1 10. Chapter 2: Network modeling and analysis - p. 15 11. Chapter 3: Clustering, partitioning, and assignment - p. 63 12. Chapter 4: Optimization techniques - p. 87 13. Chapter 5: Information, modulation, and coding - p. 111 14. Chapter 6: Radio network design - p. 153 15. Chapter 7: Access network design - p. 189 16. Chapter 8: Reliability and performance analysis - p. 211 17. Chapter 9: Capacitated network design - p. 249 18. Chapter 10: Resilient backbone design - p. 285 19. Chapter 11: Traffic routing - p. 317 20. Chapter 12: Traffic modeling and effective bandwidth - p. 347 21. Chapter 13: Heavy traffic analysis - p. 397 22. Chapter 14: Analytics on batch data - p. 447 23. Chapter 15: Analytics on streaming data - p. 471 24. Chapter 16: Dynamic resource management - p. 513 25. Chapter 17: Network slicing - p. 537 26. Chapter 18: Internet of Things - p. 559 27. Index - p. 599
