Description
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.
Table of Contents
Chatper-1: Next Generation Multiple Access towards 6G
Yuanwei Liu, Liang Liu, Zhiguo Ding, and Xuemin (Sherman) Shen
Chatper-2: Modulation Techniques for NGMA/NOMA
Xuan Chen, Qiang Li, and Miaowen Wen
Chatper-3: NOMA Transmission Design with Practical Modulations
Tianying Zhong, Yuan Wang, and Jiaheng Wang
Chatper-4: Optimal Resource Allocation for NGMA
Sepehr Rezvani and Eduard Jorswieck
Chatper-5: Cooperative NOMA
Yao Xu, Bo Li, Nan Zhao, Jie Tang, Dusit Niyato, and Kai-Kit Wong
Chatper-6: NOMA-aware Wireless Content Caching Networks
Lu Yin, Wenfang Guo, and Tianzhu Song
Chatper-7: NOMA-aware Wireless Content Caching Networks
Yaru Fu, Zheng Shi, and Tony Q. S. Quek
Chatper-8: NOMA Empowered Multi-access Edge Computing and Edge Intelligence
Yuan Wu, Yang Li, Liping Qian, and Xuemin (Sherman) Shen
Chatper-9: Exploiting Non-Orthogonal Multiple Access in Integrated Sensing and Communications
Xidong Mu, Zhaolin Wang, and Yuanwei Liu
Chatper-10: Capacity of Many-Access Channels
Lina Liu and Dongning Guo
Chatper-11: Random Access Techniques for Machine-Type Communication
Jinho Choi
Chatper-12: Grant-Free Random Access via Compressed Sensing: Algorithm and Performance
Yongpeng Wu, Xinyu Xie, Tianya Li, and Boxiao Shen
Chatper-13: Algorithm Unrolling for Massive Connectivity in IoT Networks\
Yinan Zou, Yong Zhou, and Yuanming Shi
Chatper-14: Grant-Free Massive Random Access: Joint Activity Detection, Channel Estimation, and Data Decoding
Xinyu Bian, Yuyi Mao, and Jun Zhang
Chatper-15: Joint User Activity Detection, Channel Estimation, and Signal Detection for Grant-free Massive Connectivity
Zhichao Shao, Shuchao Jiang, Chongbin Xu, Xiaojun Yuan,and Xin Wang
Chatper-16: Grant-Free Random Access via Covariance-Based Approach
Ya-Feng Liu, Wei Yu, Ziyue Wang, Zhilin Chen, and Foad Sohrabi
Chatper-17: Deep Learning-Enabled Massive Access
Ying Cui, Bowen Tan, Wang Liu, and Wuyang Jiang
Chatper-18: Massive Unsourced Random Access
Volodymyr Shyianov, Faouzi Bellili, Amine Mezghani, and Ekram Hossain
Chatper-19: Holographic-Pattern Division Multiple Access
Ruoqi Deng, Boya Di, and Lingyang Song
Chatper-20: Over-the-Air Computation
Yilong Chen, Xiaowen Cao, Jie Xu, Guangxu Zhu, Kaibin Huang,
and Shuguang Cui
Chatper-21: Multi-Dimensional Multiple Access for 6G: Efficient Radio Resource Utilization and Value-Oriented Service Provisioning
Wudan Han, Jie Mei, and Xianbin Wang
Chatper-22: Efficient Federated Meta-Learning over Multi-Access Wireless Networks
Sheng Yue and Ju Ren
