Secure symbol-level precoding for reconfigurable intelligent surface-aided cell-free networks

被引:0
|
作者
Yao, Hongtai [1 ]
Li, Zewen [1 ]
Jin, Yong [1 ]
Hu, Zhentao [1 ]
Peng, Qinglan [1 ]
机构
[1] Henan Univ, Sch Artificial Intelligence, Zhengzhou 450046, Peoples R China
来源
JOURNAL OF SUPERCOMPUTING | 2024年 / 80卷 / 11期
基金
美国国家科学基金会;
关键词
Cell-free; Symbol-level precoding; Physical layer security; Reconfigurable intelligent surface; Multiple-input-multiple-outputs; FREE MASSIVE MIMO; ENERGY EFFICIENCY; SYSTEMS; INTERFERENCE; DOWNLINK; ROBUST; POWER;
D O I
10.1007/s11227-024-06059-z
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
With the improvement in communication network density, inter-cell interference has become severe. Due to the blurring of boundaries, cell-free networks are considered as a solution. However, it faces some challenges, such as high energy consumption due to the deployment of a large number of base stations, and security issues in complex communication scenarios. To tackle these issues, we propose a novel modeling scheme involving symbol-level precoding and reconfigurable intelligent surfaces (RIS). This solution can reduce the base station transmission power while ensuring communication layer security. Then, we decompose the non-convex problem of modeling into two sub-problems and solve them iteratively. The first sub-problem is to design symbol-level precoding which can be realized by an efficient gradient descent algorithm. The second sub-problem is about solving the reflection coefficients of RIS, which can be obtained by a Riemann conjugate gradient algorithm. In simulations, our proposed method outperforms benchmark methods. While ensuring physical layer security, the power consumption of cell-free networks has been reduced by 6 dBm.
引用
收藏
页码:15362 / 15385
页数:24
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