Performance Analysis and Optimization of NOMA With HARQ for Short Packet Communications in Massive IoT

被引:42
作者
Ghanami, Fatemeh [1 ,2 ]
Hodtani, Ghosheh Abed [1 ]
Vucetic, Branka [2 ]
Shirvanimoghaddam, Mahyar [2 ]
机构
[1] Ferdowsi Univ Mashhad, Dept Elect Engn, Mashhad 917751111, Razavi Khorasan, Iran
[2] Univ Sydney, Ctr IoT & Telecommun, Sydney, NSW 2006, Australia
基金
澳大利亚研究理事会;
关键词
NOMA; Throughput; Reliability; Ultra reliable low latency communication; Internet of Things; Uplink; Planning; Finite block length; hybrid automatic repeat request (HARQ); nonorthogonal multiple access (NOMA); CELLS;
D O I
10.1109/JIOT.2020.3028434
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we consider the massive nonorthogonal multiple access (NOMA) with a hybrid automatic repeat request (HARQ) for short packet communications. To reduce the latency, each user can perform one retransmission provided that the previous packet was not decoded successfully. The system performance is evaluated for both coordinated and uncoordinated transmissions. We first develop a Markov model (MM) to analyze the system dynamics and characterize the packet error rate (PER) and throughput of each user in the coordinated scenario. The power levels are then optimized for two scenarios, including the power constrained and reliability constrained scenarios. A simple yet efficient dynamic cell planning is also designed for the uncoordinated scenario. Numerical results show that both coordinated and uncoordinated NOMA-HARQ with a limited number of retransmissions can achieve the desired level of reliability with the guaranteed latency using a proper power control strategy. The results also show that NOMA-HARQ achieves a higher throughput compared to the orthogonal multiple access scheme with HARQ under the same average received power constraint at the base station.
引用
收藏
页码:4736 / 4748
页数:13
相关论文
共 56 条
[31]   Fast HARQ Over Finite Blocklength Codes: A Technique for Low-Latency Reliable Communication [J].
Makki, Behrooz ;
Svensson, Tommy ;
Caire, Giuseppe ;
Zorzi, Michele .
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2019, 18 (01) :194-209
[32]   Finite Block-Length Analysis of the Incremental Redundancy HARQ [J].
Makki, Behrooz ;
Svensson, Tommy ;
Zorzi, Michele .
IEEE WIRELESS COMMUNICATIONS LETTERS, 2014, 3 (05) :529-532
[33]  
Mang XJ, 2019, INT SYMP NEXTGEN, DOI [10.23919/URSIAP-RASC.2019.8738513, 10.1109/isne.2019.8896550]
[34]  
Marasinghe D., 2019, BLOCK ERROR PERFORMA
[35]  
Mlika Z., 2020, MASSIVE ACCESS 5G IO
[36]   Channel Coding Rate in the Finite Blocklength Regime [J].
Polyanskiy, Yury ;
Poor, H. Vincent ;
Verdu, Sergio .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2010, 56 (05) :2307-2359
[37]   Wireless Access in Ultra-Reliable Low-Latency Communication (URLLC) [J].
Popovski, Petar ;
Stefanovic, Cedomir ;
Nielsen, Jimmy J. ;
de Carvalho, Elisabeth ;
Angjelichinoski, Marko ;
Trillingsgaard, Kasper F. ;
Bana, Alexandru-Sabin .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2019, 67 (08) :5783-5801
[38]   5G: A Tutorial Overview of Standards, Trials, Challenges, Deployment, and Practice [J].
Shafi, Mansoor ;
Molisch, Andreas F. ;
Smith, Peter J. ;
Haustein, Thomas ;
Zhu, Peiying ;
De Silva, Prasan ;
Tufvesson, Fredrik ;
Benjebbour, Anass ;
Wunder, Gerhard .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2017, 35 (06) :1201-1221
[39]   Grant-Free Non-Orthogonal Multiple Access for IoT: A Survey [J].
Shahab, Muhammad Basit ;
Abbas, Rana ;
Shirvanimoghaddam, Mahyar ;
Johnson, Sarah J. .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2020, 22 (03) :1805-1838
[40]   Short Block-Length Codes for Ultra-Reliable Low Latency Communications [J].
Shirvanimoghaddam, Mahyar ;
Mohammadi, Mohammad Sadegh ;
Abbas, Rana ;
Minja, Aleksandar ;
Yue, Chentao ;
Matuz, Balazs ;
Han, Guojun ;
Lin, Zihuai ;
Liu, Wanchun ;
Li, Yonghui ;
Johnson, Sarah ;
Vucetic, Branka .
IEEE COMMUNICATIONS MAGAZINE, 2019, 57 (02) :130-137