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Ultra-Dense Networks for 5G and Beyond

Ultra-Dense Networks for 5G and Beyond

Autorzy
Wydawnictwo Blackwell Science
Data wydania 01/04/2019
Wydanie Pierwsze
Liczba stron 312
Forma publikacji książka w twardej oprawie
Poziom zaawansowania Dla profesjonalistów, specjalistów i badaczy naukowych
Język angielski
ISBN 9781119473695
Kategorie Inżynieria komunikacyjna i telekomunikacyjna
539.00 PLN (z VAT)
$135.52 / €125.30 / £105.08 /
Produkt dostępny
Dostawa 14 dni
Ilość
Do schowka

Opis książki

Offers comprehensive insight into the theory, models, and techniques of ultra-dense networks and applications in 5G and other emerging wireless networks The need for speed--and power--in wireless communications is growing exponentially. Data rates are projected to increase by a factor of ten every five years--and with the emerging Internet of Things (IoT) predicted to wirelessly connect trillions of devices across the globe, future mobile networks (5G) will grind to a halt unless more capacity is created. This book presents new research related to the theory and practice of all aspects of ultra-dense networks, covering recent advances in ultra-dense networks for 5G networks and beyond, including cognitive radio networks, massive multiple-input multiple-output (MIMO), device-to-device (D2D) communications, millimeter-wave communications, and energy harvesting communications. Clear and concise throughout, Ultra-Dense Networks for 5G and Beyond - Modelling, Analysis, and Applications offers a comprehensive coverage on such topics as network optimization; mobility, handoff control, and interference management; and load balancing schemes and energy saving techniques. It delves into the backhaul traffic aspects in ultra-dense networks and studies transceiver hardware impairments and power consumption models in ultra-dense networks. The book also examines new IoT, smart-grid, and smart-city applications, as well as novel modulation, coding, and waveform designs. One of the first books to focus solely on ultra-dense networks for 5G in a complete presentation Covers advanced architectures, self-organizing protocols, resource allocation, user-base station association, synchronization, and signaling Examines the current state of cell-free massive MIMO, distributed massive MIMO, and heterogeneous small cell architectures Offers network measurements, implementations, and demos Looks at wireless caching techniques, physical layer security, cognitive radio, energy harvesting, and D2D communications in ultra-dense networks Ultra-Dense Networks for 5G and Beyond - Modelling, Analysis, and Applications is an ideal reference for those who want to design high-speed, high-capacity communications in advanced networks, and will appeal to postgraduate students, researchers, and engineers in the field.

Ultra-Dense Networks for 5G and Beyond

Spis treści

List of Contributors xi


Preface xv


Part I Fundamentals of Ultra-dense Networks 1


1 Fundamental Limits of Ultra-dense Networks 3
Marios Kountouris and Van Minh Nguyen


1.1 Introduction 3


1.2 System Model 6


1.2.1 Network Topology 6


1.2.2 Wireless Propagation Model 6


1.2.3 User Association 8


1.2.4 Performance Metrics 8


1.3 The Quest for Exact Analytical Expressions 9


1.3.1 Coverage Probability 10


1.3.2 The Effect of LOS Fading 16


1.3.3 The Effect of BS Height 19


1.4 The Quest for Scaling Laws 25


1.4.1 User Performance 26


1.4.2 Network Performance 33


1.4.3 Network Ordering and Design Guidelines 35


1.5 Conclusions and Future Challenges 36


Bibliography 37


2 Performance Analysis of Dense Small Cell Networks with Line of Sight and Non-Line of Sight Transmissions under Rician Fading 41
Amir Hossein Jafari,Ming Ding and David Lopez-Perez


2.1 Introduction 41


2.2 System Model 42


2.2.1 BS Distribution 42


2.2.2 User Distribution 42


2.2.3 Path Loss 43


2.2.4 User Association Strategy (UAS) 44


2.2.5 Antenna Radiation Pattern 44


2.2.6 Multi-path Fading 44


2.3 Coverage Probability Analysis Based on the Piecewise Path Loss Model 44


2.4 Study of a 3GPP Special Case 46


2.4.1 The Computation of T1L 47


2.4.2 The Computation of T1NL 48


2.4.3 The Computation of T2 L 51


2.4.4 The Computation of T2 NL 51


2.4.5 The Results of pcov(?, ?) and AASE(?, ?0) 52


2.5 Simulation and Discussion 52


2.5.1 Validation of the Analytical Results of pcov(?, ?) for the 3GPP Case 52


2.5.2 Discussion on the Analytical Results of AASE(?, ?0) for the 3GPP Case 54


2.6 Conclusion 55


Appendix A: Proof ofTheorem 1.1 55


Appendix B: Proof of Lemma 2.2 60


Appendix C: Proof of Lemma 2.3 61


Appendix D: Proof of Lemma 2.4 62


Bibliography 62


3 Mean Field Games for 5G Ultra-dense Networks: A Resource Management Perspective 65
Mbazingwa E.Mkiramweni, Chungang Yang and Zhu Han


3.1 Introduction 65


3.2 Literature Review 67


3.2.1 5G Ultra-dense Networks 67


3.2.2 Resource Management Challenges in 5G 71


3.2.3 Game Theory for Resource Management in 5G 71


3.3 Basics of Mean field game 71


3.3.1 Background 72


3.3.2 Mean Field Games 73


3.4 MFGs for D2D Communications in 5G 76


3.4.1 Applications of MFGs in 5G Ultra-dense D2D Networks 76


3.4.2 An Example of MFGs for Interference Management in UDN 77


3.5 MFGs for Radio Access Network in 5G 78


3.5.1 Application of MFGs for Radio Access Network in 5G 79


3.5.2 Energy Harvesting 81


3.5.3 An Example of MFGs for Radio Access Netw

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