Next Generation Multiple Access

Highly comprehensive resource investigating how next-generation multiple access (NGMA) relates to unrestricted global connection, business requirements, and sustainable wireless networks
 
Next Generation Multiple Access is a comprehensive, state-of-the-art, and approachable guide to the fundamentals and applications of next-generation multiple access (NGMA) schemes, guiding the future development of industries, government requirements, and military utilization of multiple access systems for wireless communication systems and providing various application scenarios to fit practical case studies.
 
The scope and depth of this book are balanced for both beginners to advanced users. Additional references are provided for readers who wish to learn more details about certain subjects. Applications of NGMA outside of communications, including data and computing assisted by machine learning, protocol designs, and others, are also covered.
 
Written by four leading experts in the field, Next Generation Multiple Access includes information on:
* Foundation and application scenarios for non-orthogonal multiple access (NOMA) systems, including modulation, detection, power allocation, and resource management
* NOMA's interaction with alternate applications such as satellite communication systems, terrestrial-satellite communication systems, and integrated sensing
* Collision resolution, compressed sensing aided massive access, latency management, deep learning enabled massive access, and energy harvesting
* Holographic-pattern division multiple access, over-the-air transmission, multi-dimensional multiple access, sparse signal detection, and federated meta-learning assisted resource management
 
Next Generation Multiple Access is an essential reference for those who are interested in discovering practical solutions using NGMA technology, including researchers, engineers, and graduate students in the disciplines of information engineering, telecommunications engineering, and computer engineering.

List of contents

About the Editors xix
 
List of Contributors xxiii
 
Preface xxxiii
 
Acknowledgments xxxv
 
1 Next Generation Multiple Access Toward 6G 1
Yuanwei Liu, Liang Liu, Zhiguo Ding, and Xuemin Shen
 
1.1 The Road to NGMA 1
 
1.2 Non-Orthogonal Multiple Access 3
 
1.3 Massive Access 4
 
1.4 Book Outline 5
 
Part I Evolution of NOMA Towards NGMA 9
 
2 Modulation Techniques for NGMA/NOMA 11
Xuan Chen, Qiang Li, and Miaowen Wen
 
2.1 Introduction 11
 
2.2 Space-Domain IM for NGMA 12
 
2.3 Frequency-Domain IM for NGMA 22
 
2.4 Code-Domain IM for NGMA 31
 
2.5 Power-Domain IM for NGMA 35
 
2.6 Summary 43
 
3 NOMA Transmission Design with Practical Modulations 47
Tianying Zhong, Yuan Wang, and Jiaheng Wang
 
3.1 Introduction 47
 
3.2 Fundamentals 49
 
3.3 Effective Throughput Analysis 53
 
3.4 NOMA Transmission Design 56
 
3.5 Numerical Results 65
 
3.6 Conclusion 68
 
4 Optimal Resource Allocation for NGMA 71
Sepehr Rezvani and Eduard Jorswieck
 
4.1 Introduction 71
 
4.2 Single-Cell Single-Carrier NOMA 73
 
4.3 Single-Cell Multicarrier NOMA 80
 
4.4 Multi-cell NOMA with Single-Cell Processing 84
 
4.5 Numerical Results 93
 
4.6 Conclusions 96
 
5 Cooperative NOMA 101
Yao Xu, Bo Li, Nan Zhao, Jie Tang, Dusit Niyato, and Kai-Kit Wong
 
5.1 Introduction 101
 
5.2 System Model for D2MD-CNOMA 102
 
5.3 Adaptive Aggregate Transmission 103
 
5.4 Performance Analysis 107
 
5.5 Numerical Results and Discussion 117
 
6 Multi-scale-NOMA: An Effective Support to Future Communication-Positioning Integration System 127
Lu Yin, Wenfang Guo, and Tianzhu Song
 
6.1 Introduction 127
 
6.2 Positioning in Cellular Networks 128
 
6.3 MS-NOMA Architecture 130
 
6.4 Interference Analysis 131
 
6.5 Resource Allocation 139
 
6.6 Performance Evaluation 145
 
7 NOMA-Aware Wireless Content Caching Networks 161
Yaru Fu, Zheng Shi, and Tony Q. S. Quek
 
7.1 Introduction 161
 
7.2 System Model 164
 
7.3 Algorithm Design 169
 
7.4 Numerical Simulation 173
 
7.5 Conclusion 178
 
8 NOMA Empowered Multi-Access Edge Computing and Edge Intelligence 181
Yuan Wu, Yang Li, Liping Qian, and Xuemin Shen
 
8.1 Introduction 181
 
8.2 Literature Review 183
 
8.3 System Model and Formulation 185
 
8.4 Algorithms for Optimal Offloading 189
 
8.5 Numerical Results 194
 
8.6 Conclusion 197
 
9 Exploiting Non-orthogonal Multiple Access in Integrated Sensing and Communications 205
Xidong Mu, Zhaolin Wang, and Yuanwei Liu
 
9.1 Introduction 205
 
9.2 Developing Trends and Fundamental Models of ISAC 206
 
9.3 Novel NOMA Designs in Downlink and Uplink ISAC 209
 
9.4 Case Study: System Model and Problem Formulation 213
 
9.5 Case Study: Proposed Solutions 216
 
9.6 Case Study: Numerical Results 219
 
9.7 Conclusions 223
 
Part II Massive Access for NGMA 227
 
10 Capacity of Many-Access Channels 229
Lina Liu and Dongning Guo
 
10.1 Introduction 229
 
10.2 The Many-Access Channel Model 231
 
10.3 Capacity of the MnAC 232
 
10.4 Energy Efficiency of the MnAC 240
 
10.5 Discussion and Open Problems 253
 
11 Random Access Techniques for Machine-Type Communication 259
Jinho Choi
 
11.1 Fundamentals of Random Access 259
 
11.2 A Game Theoretic View 263
 
11

About the author

Yuanwei Liu, PhD, is a Senior Lecturer (Associate Professor) with the School of Electronic Engineering and Computer Science at Queen Mary University of London, UK.
Liang Liu, PhD, is an Assistant Professor in the Department of Electrical and Electronic Engineering at Hong Kong Polytechnic University.
Zhiguo Ding, PhD, is a Professor in Communications with the Department of Electrical and Electronic Engineering at the University of Manchester, UK.
Xuemin Shen, PhD, is a Professor with the Department of Electrical and Computer Engineering at the University of Waterloo, Canada.

Summary

Highly comprehensive resource investigating how next-generation multiple access (NGMA) relates to unrestricted global connection, business requirements, and sustainable wireless networks

Next Generation Multiple Access is a comprehensive, state-of-the-art, and approachable guide to the fundamentals and applications of next-generation multiple access (NGMA) schemes, guiding the future development of industries, government requirements, and military utilization of multiple access systems for wireless communication systems and providing various application scenarios to fit practical case studies.

The scope and depth of this book are balanced for both beginners to advanced users. Additional references are provided for readers who wish to learn more details about certain subjects. Applications of NGMA outside of communications, including data and computing assisted by machine learning, protocol designs, and others, are also covered.

Written by four leading experts in the field, Next Generation Multiple Access includes information on:
* Foundation and application scenarios for non-orthogonal multiple access (NOMA) systems, including modulation, detection, power allocation, and resource management
* NOMA's interaction with alternate applications such as satellite communication systems, terrestrial-satellite communication systems, and integrated sensing
* Collision resolution, compressed sensing aided massive access, latency management, deep learning enabled massive access, and energy harvesting
* Holographic-pattern division multiple access, over-the-air transmission, multi-dimensional multiple access, sparse signal detection, and federated meta-learning assisted resource management

Next Generation Multiple Access is an essential reference for those who are interested in discovering practical solutions using NGMA technology, including researchers, engineers, and graduate students in the disciplines of information engineering, telecommunications engineering, and computer engineering.

Product details

• Authors: Yuanwei (Queen Mary University of London Liu, Yuanwei Liu Liu
• Assisted by: Zhiguo Ding (Editor), Zhiguo Ding et al (Editor), Liang Liu (Editor), Yuanwei Liu (Editor), Xuemin Shen (Editor)
• Publisher: Wiley, John and Sons Ltd
• Languages: English
• Product format: Hardback
• Released: 01.04.2024
• EAN: 9781394180493
• ISBN: 978-1-394-18049-3
• No. of pages: 624
• Subjects: Natural sciences, medicine, IT, technology > Technology > Electronics, electrical engineering, communications engineering; Computertechnik, Signalverarbeitung, drahtlose kommunikation, Computer Engineering, Signal Processing, Mobile & Wireless Communications, Electrical & Electronics Engineering, Elektrotechnik u. Elektronik