Optimizing Age of Information in RIS-Empowered Uplink Cooperative NOMA Networks

被引:8
|
作者
Muhammad, Ali [1 ]
Elhattab, Mohamed [1 ]
Arfaoui, Mohamed Amine [2 ,3 ]
Assi, Chadi [2 ]
机构
[1] Concordia Univ, Dept Elect & Comp Engn, Montreal, PQ H3G 1M8, Canada
[2] Concordia Univ, Concordia Inst Informat Syst Engn, Montreal, PQ H3G 1M8, Canada
[3] InterDigital, Wilmington, DE USA
关键词
NOMA; Uplink; Internet of Things; Optimization; Spectral efficiency; Receivers; Device-to-device communication; Age of information; cooperative NOMA; RIS; 6G; device-to-device communication; RECONFIGURABLE INTELLIGENT SURFACES; NONORTHOGONAL MULTIPLE-ACCESS; STATE; PERFORMANCE; ALLOCATION; INTERNET; 5G;
D O I
10.1109/TNSM.2023.3306179
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper investigates the potential of integrating reconfigurable intelligent surface (RIS) and cooperative non-orthogonal multiple access (C-NOMA) in preserving the freshness of information in real-time Internet of Things (IoT) applications. The system model comprises one base stations (BS), one RIS, and two IoT devices (IoTDs), in an uplink setting, where the IoTD with poor channel quality is assisted by the RIS and by the IoTD with the strong quality through a full duplex (FD) device-to-device (D2D) communication. In this setup, an optimization problem has been formulated to minimize the average sum Age of Information (AoI) by optimizing the transmit power of the IoTDs and the RIS phase shift matrix, which is non-convex and is hard to solve directly. In order to resolve this issue, the formulated optimization problem is divided into a power control sub-problem and a RIS configuration sub-problem. Capitalizing on that, a closed-form solution has been derived for the power control sub-problem and the RIS configuration sub-problem is solved by resorting to difference-of-convex (DC) along with successive convex approximation (SCA). The simulation results demonstrate that the proposed RIS-empowered uplink C-NOMA scheme achieves higher AoI-reduction compared to all considered baseline schemes.
引用
收藏
页码:897 / 907
页数:11
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