Chen Massive Access for Cellular Internet of Things Theory and Technique

1. Auflage 2019
ISBN: 978-981-13-6597-3
Verlag: Springer Nature Singapore
Format: PDF
Kopierschutz: 1 - PDF Watermark

E-Book, Englisch, 137 Seiten

Reihe: SpringerBriefs in Electrical and Computer Engineering

This book focuses on massive access to the cellular internet of things (IoT). Both theory and technique are addressed, with more weight placed on the latter. This is achieved by providing in-depth studies on a number of central topics such as channel state information acquisition, user clustering, superposition coding, and successive interference cancellation. Four typical application scenarios are examined in detail, namely the stationary IoT device scenario, frequency division duplex-based low-mobility IoT device scenario, time-division duplex-based IoT device scenario, and high-mobility IoT device scenario. The comprehensive and systematic treatment of key techniques in massive access to the cellular IoT is one of the major features of the book, which is particularly suited for readers who are interested in finding practical solutions for the cellular IoT. As such, it will benefit researchers, engineers, and graduate students in the fields of information engineering, telecommunications engineering, computer engineering, etc.

Xiaoming Chen is a professor with the College of Information Science and Electronic Engineering, Zhejiang University, China. His research interests are in the areas of wireless communication and signal processing, mainly including fifth-generation (5G) key techniques, IoT theory and technique, and machine learning in communications. Prof. Chen has published more than 100 referred papers in IEEE Journals and conferences. He is serving as an Editor of IEEE Transactions on Communications and IEEE Communications Letters. 

Autoren/Hrsg.

Chen, Xiaoming

Inhaltsverzeichnis

1;Preface;6
2;Contents;8
3;1 Introduction;11
3.1;1.1 Cellular IoT;11
3.1.1;1.1.1 Why Is Cellular IoT;13
3.1.2;1.1.2 Cellular IoT in 5G and Beyond;14
3.2;1.2 An Overview of Massive Access for the Cellular IoT;15
3.2.1;1.2.1 CSI Acquisition;16
3.2.2;1.2.2 User Clustering;16
3.2.3;1.2.3 Superposition Coding;17
3.2.4;1.2.4 Successive Interference Cancellation;18
3.3;1.3 Objective of This Book;18
3.4;References;21
4;2 Massive Access with Full Channel State Information;24
4.1;2.1 Introduction;24
4.2;2.2 System Model and Problem Formulation;26
4.3;2.3 Design of Massive Access System;29
4.3.1;2.3.1 Weighted Sum Rate Maximization Design;30
4.3.2;2.3.2 Total Power Consumption Minimization Design;35
4.4;2.4 Numerical Results;38
4.5;2.5 Conclusion;42
4.6;Appendix A Proof of Lemma 1;43
4.7;Appendix B Proof of Proposition 1;44
4.8;References;45
5;3 Massive Access with Channel Quantization Codebook;47
5.1;3.1 Introduction;47
5.2;3.2 System Model and Problem Formulation;49
5.3;3.3 Performance Analysis and Optimization;52
5.3.1;3.3.1 Average Transmission Rate;52
5.3.2;3.3.2 Power Allocation;55
5.3.3;3.3.3 Feedback Distribution;58
5.3.4;3.3.4 Mode Selection;60
5.3.5;3.3.5 Joint Optimization Scheme;61
5.4;3.4 Asymptotic Analysis;61
5.4.1;3.4.1 Interference Limited Case;61
5.4.2;3.4.2 Noise Limited Case;66
5.5;3.5 Numerical Results;66
5.6;3.6 Conclusion;71
5.7;References;71
6;4 Massive Access with Channel Reciprocity;73
6.1;4.1 Introduction;73
6.2;4.2 System Model and Problem Formulation;75
6.2.1;4.2.1 Non-orthogonal Channel Estimation;75
6.2.2;4.2.2 Non-orthogonal Multiple Access;78
6.3;4.3 Analysis of Fully Non-orthogonal Communication;80
6.3.1;4.3.1 Spectral Efficiency of Fully Non-orthogonal Communication;81
6.3.2;4.3.2 The Multi-cell Case;85
6.3.3;4.3.3 Asymptotic Characteristics of Fully Non-orthogonal Communication;86
6.3.3.1;4.3.3.1 A Large Number of BS Antennas;86
6.3.3.2;4.3.3.2 High BS Transmit Power;89
6.3.3.3;4.3.3.3 Perfect CSI at the BS;89
6.4;4.4 Optimization of Fully Non-orthogonal Communication;90
6.4.1;4.4.1 Optimization of Non-orthogonal Channel Estimation;90
6.4.2;4.4.2 Optimization of Non-orthogonal Multiple Access;92
6.5;4.5 Numerical Results;95
6.6;4.6 Conclusion;100
6.7;References;100
7;5 Massive Access with Channel Statistical Information;102
7.1;5.1 Introduction;102
7.2;5.2 System Model and Problem Formulation;104
7.2.1;5.2.1 CSI Acquisition;104
7.2.2;5.2.2 User Clustering;106
7.2.3;5.2.3 Superposition Coding;107
7.2.4;5.2.4 Successive Interference Cancellation;108
7.3;5.3 Performance Analysis and Optimization of Non-orthogonal Beamspace Multiple Access;110
7.3.1;5.3.1 Performance Analysis;111
7.3.2;5.3.2 Performance Optimization;112
7.3.2.1;5.3.2.1 Full-Space Multiple-Beam Design;113
7.3.2.2;5.3.2.2 Partial-Space Multiple-Beam Design;116
7.3.2.3;5.3.2.3 Partial-Space Single-Beam Design;119
7.4;5.4 Numerical Results;122
7.5;5.5 Conclusion;126
7.6;Appendix The Proof of Theorem 1;127
7.7;References;128
8;6 Summary;130
8.1;6.1 Concluding Remarks;130
8.2;6.2 Future Works;134
8.3;References;136