期刊论文详细信息
EURASIP Journal on Advances in Signal Processing
On secrecy performance analysis of multi-antenna STAR-RIS-assisted downlink NOMA systems
Research
Chen Liu1  Mujun Qian1  Shu Xu1  Jin Li1  Hong Wang2 
[1] National and Local Joint Engineering Laboratory of RF Integration and Micro-Assembly Technology, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Qixia District, 210003, Nanjing, People’s Republic of China;College of Electronic and Optical Engineering, Nanjing University of Posts and Telecommunications, 210023, Nanjing, People’s Republic of China;National and Local Joint Engineering Laboratory of RF Integration and Micro-Assembly Technology, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Qixia District, 210003, Nanjing, People’s Republic of China;School of Communications and Information Engineering, Nanjing University of Posts and Telecommunications, 210003, Nanjing, People’s Republic of China;
关键词: Reconfigurable intelligent surface;    Non-orthogonal multiple access;    Simultaneous transmitting and reflecting;    Physical-layer security;    Secrecy outage probability;   
DOI  :  10.1186/s13634-022-00953-5
 received in 2022-07-01, accepted in 2022-11-26,  发布年份 2022
来源: Springer
PDF
【 摘 要 】

To accommodate the stringent requirements of enhanced coverage quality and improved spectral efficiency, simultaneous transmitting and reflecting reconfigurable intelligent surface (STAR-RIS)-aided communication has been perceived as an interesting research topic. This paper investigates a downlink STAR-RIS-aided non-orthogonal multiple access (NOMA) system, where a STAR-RIS is deployed to enhance the transmission qualities between users and a multiple-antenna base station (BS). The considered STAR-RIS utilizes the energy splitting (ES) protocol to serve a pair of NOMA users located at both sides of STAR-RIS. Based on the ES protocol, each reconfigurable element can operate in the modes of transmission and reflection simultaneously. In an effort to characterize the secrecy performance, we first derive the closed-form expressions of secrecy outage probability (SOP) for STAR-RIS-aided NOMA system. Then, the asymptotic performance of the derived SOP is analyzed. For gleaning further insights, secrecy diversity order (SDO) is derived according to the asymptotic approximation in the high signal-to-noise ratio and main-to-eavesdropper ratio regimes. As a further advance, the system parameters are optimized to minimize the SOP of the system. Our analytical results demonstrate that the multiple-antenna BS has almost no impact on SDO for STAR-RIS-aided NOMA system. In simulations, it is demonstrated that the theoretical results match with the simulation results very well and the SOP of STAR-RIS-aided NOMA is less than that of conventional orthogonal multiple access (OMA) system obviously.

【 授权许可】

CC BY   
© The Author(s) 2022

【 预 览 】
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【 参考文献 】
  • [1]
  • [2]
  • [3]
  • [4]
  • [5]
  • [6]
  • [7]
  • [8]
  • [9]
  • [10]
  • [11]
  • [12]
  • [13]
  • [14]
  • [15]
  • [16]
  • [17]
  • [18]
  • [19]
  • [20]
  • [21]
  • [22]
  • [23]
  • [24]
  • [25]
  • [26]
  • [27]
  • [28]
  • [29]
  • [30]
  • [31]
  • [32]
  • [33]
  • [34]
  • [35]
  • [36]
  • [37]
  • [38]
  • [39]
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