TY - JOUR
T1 - Grant-Free Random Access in Machine-Type Communication
T2 - Approaches and Challenges
AU - Choi, Jinho
AU - Ding, Jie
AU - Le, Ngoc Phuc
AU - Ding, Zhiguo
N1 - Publisher Copyright:
© 2002-2012 IEEE.
PY - 2022/2/1
Y1 - 2022/2/1
N2 - Massive machine-type communication (MTC) is expected to play a key role in supporting Internet of Things (IoT) applications such as smart cities, smart factories, and connected vehicles through cellular networks. MTC is characterized by a large number of MTC devices and their sparse activities, which are difficult to be supported by conventional approaches and motivate the design of new access technologies. In particular, in the 5th generation (5G), grant-free (GF) or 2-step random access schemes are introduced for MTC to be more efficient by reducing signaling overhead. In this article, we first introduce GF random access and discuss how it can be modified with massive multiple-input multiple-output (MIMO) to exploit a high spatial multiplexing gain. We then explain preamble designs that can improve the performance and variations based on the notions of semi-GF random access and non-orthogonal multiple access (NOMA). Finally, design challenges of GF random access toward next generation cellular systems are presented.
AB - Massive machine-type communication (MTC) is expected to play a key role in supporting Internet of Things (IoT) applications such as smart cities, smart factories, and connected vehicles through cellular networks. MTC is characterized by a large number of MTC devices and their sparse activities, which are difficult to be supported by conventional approaches and motivate the design of new access technologies. In particular, in the 5th generation (5G), grant-free (GF) or 2-step random access schemes are introduced for MTC to be more efficient by reducing signaling overhead. In this article, we first introduce GF random access and discuss how it can be modified with massive multiple-input multiple-output (MIMO) to exploit a high spatial multiplexing gain. We then explain preamble designs that can improve the performance and variations based on the notions of semi-GF random access and non-orthogonal multiple access (NOMA). Finally, design challenges of GF random access toward next generation cellular systems are presented.
UR - http://www.scopus.com/inward/record.url?scp=85115140040&partnerID=8YFLogxK
U2 - 10.1109/MWC.121.2100135
DO - 10.1109/MWC.121.2100135
M3 - Article
AN - SCOPUS:85115140040
SN - 1536-1284
VL - 29
SP - 151
EP - 158
JO - IEEE Wireless Communications
JF - IEEE Wireless Communications
IS - 1
ER -