TY - JOUR
T1 - Low-Latency Hybrid NOMA-TDMA
T2 - QoS-Driven Design Framework
AU - Zhu, Yao
AU - Yuan, Xiaopeng
AU - Hu, Yulin
AU - Wang, Tong
AU - Gursoy, M. Cenk
AU - Schmeink, Anke
N1 - Funding Information:
This work was supported in part by the National Key Research and Development Program of China under Grant 2021YFB2900300, in part by the NSFC under Grant 62171162, in part by the Shenzhen Science and Technology Program under Grant KQTD20190929172545139 and Grant GXWD20220818114436001, in part by the NSF of Guangdong under Grant 2022A1515010156
Publisher Copyright:
© 2002-2012 IEEE.
PY - 2023/5/1
Y1 - 2023/5/1
N2 - Enabling ultra-reliable and low-latency communication services while providing massive connectivity is one of the major goals to be accomplished in future wireless communication networks. In this paper, we investigate the performance of a hybrid multi-access scheme in the finite blocklength (FBL) regime that combines the advantages of both non-orthogonal multiple access (NOMA) and time-division multiple access (TDMA) schemes. Two latency-sensitive application scenarios are studied, distinguished by whether the queuing behaviour has an influence on the transmission performance or not. In particular, for the latency-critical case with one-shot transmission, we aim at a certain physical-layer quality-of-service (QoS) performance, namely the optimization of the reliability. And for the case in which queuing behaviour plays a role, we focus on the link-layer QoS performance and provide a design that maximizes the effective capacity. For both designs, we leverage the characterizations in the FBL regime to provide the optimal framework by jointly allocating the blocklength and transmit power of each user. In particular, for the reliability-oriented design, the original problem is decomposed and the joint convexity of sub-problems is shown via a variable substitution method. For the effective-capacity-oriented design, we exploit the method of Lagrange multipliers to formulate a solvable dual problem with strong duality to the original problem. Via simulations, we validate our analytical results of convexity/concavity and show the advantage of our proposed approaches compared to other existing schemes.
AB - Enabling ultra-reliable and low-latency communication services while providing massive connectivity is one of the major goals to be accomplished in future wireless communication networks. In this paper, we investigate the performance of a hybrid multi-access scheme in the finite blocklength (FBL) regime that combines the advantages of both non-orthogonal multiple access (NOMA) and time-division multiple access (TDMA) schemes. Two latency-sensitive application scenarios are studied, distinguished by whether the queuing behaviour has an influence on the transmission performance or not. In particular, for the latency-critical case with one-shot transmission, we aim at a certain physical-layer quality-of-service (QoS) performance, namely the optimization of the reliability. And for the case in which queuing behaviour plays a role, we focus on the link-layer QoS performance and provide a design that maximizes the effective capacity. For both designs, we leverage the characterizations in the FBL regime to provide the optimal framework by jointly allocating the blocklength and transmit power of each user. In particular, for the reliability-oriented design, the original problem is decomposed and the joint convexity of sub-problems is shown via a variable substitution method. For the effective-capacity-oriented design, we exploit the method of Lagrange multipliers to formulate a solvable dual problem with strong duality to the original problem. Via simulations, we validate our analytical results of convexity/concavity and show the advantage of our proposed approaches compared to other existing schemes.
KW - Finite blocklength regime
KW - NOMA
KW - TDMA
KW - effective capacity
KW - reliability
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U2 - 10.1109/TWC.2022.3215450
DO - 10.1109/TWC.2022.3215450
M3 - Article
AN - SCOPUS:85141502731
SN - 1536-1276
VL - 22
SP - 3006
EP - 3021
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
IS - 5
ER -