RIS/ irs辅助物理层安全增强方案及其在SCMA系统中的应用

IF 2.2 4区 计算机科学 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC
Gang Liu , Guosheng Xu , Chenyu Wang , Guoai Xu
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With the continuous advancement of wireless communication technology, RIS, as a new communication optimization technology, has shown great potential in improving system throughput and enhancing network security. This study evaluates the application effect of RIS in complex environments through experimental design, focusing on its performance in improving communication throughput, anti-interference ability and anti-eavesdropping ability. The study constructs an experimental model including RIS-assisted and traditional communication schemes, and uses the Rayleigh and Rician channel model for simulation. The experimental results show that under the condition of SNR of 20 dB, the average throughput of legitimate users of the RIS-assisted scheme is 500 bps, while that of the traditional scheme is only 300 bps, an increase of 67 %. When the SNR is reduced to 10 dB, the throughput of the RIS-assisted scheme remains at 450 bps, while that of the traditional scheme drops to 250 bps, an increase of 80 %. Under poor channel conditions (SNR of 5 dB), the throughput of RIS remains stable at 480 bps, while the traditional solution is only 280 bps, showing the significant advantages of RIS under low channel quality. In terms of security assessment, the study conducted a detailed analysis of two attack modes: direct eavesdropping and relay eavesdropping. Taking the eavesdropper distance of 50-100 meters as an example, without the assistance of RIS, the eavesdropper's received signal rate is 100 bps, while with the assistance of RIS it is only 50 bps, a reduction of 50 %. As the eavesdropper distance increases to 100-200 meters and more than 200 meters, the anti-eavesdropping effect of RIS is still significant, reducing the eavesdropping signal rate from 200 bps to 100 bps, and from 300 bps to 150 bps, respectively, with a reduction of 50 %. Finally, this study evaluated the impact of different RIS configurations on system performance in a multi-user scenario. The experimental results show that as the number of reflection units increases from 64 to 128, the total throughput of the system increases from 1000 bps to 1200 bps, an increase of 20 %. In addition, as the number of eavesdroppers increases, the security gain (ΔR) of the RIS system always remains positive, indicating that RIS can still effectively protect the communication security of legitimate users in an environment with multiple eavesdroppers. Under an SNR of 20 dB, the RIS assisted scheme attains an average legitimate-user throughput of 500 bps versus 300 bps for the traditional baseline. When the SNR is 10 dB, the measured throughput of the RIS assisted scheme is 450 bps, while at 5 dB it is 480 bps. Note that these two points correspond to different operating conditions: the 10 dB case uses a distributed-user, medium-interference setting with the dynamic RIS adjustment disabled (stress-testing interference), whereas the 5 dB case uses a centralized-user layout with the dynamic adjustment enabled and favorable RIS alignment. 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The study constructs an experimental model including RIS-assisted and traditional communication schemes, and uses the Rayleigh and Rician channel model for simulation. The experimental results show that under the condition of SNR of 20 dB, the average throughput of legitimate users of the RIS-assisted scheme is 500 bps, while that of the traditional scheme is only 300 bps, an increase of 67 %. When the SNR is reduced to 10 dB, the throughput of the RIS-assisted scheme remains at 450 bps, while that of the traditional scheme drops to 250 bps, an increase of 80 %. Under poor channel conditions (SNR of 5 dB), the throughput of RIS remains stable at 480 bps, while the traditional solution is only 280 bps, showing the significant advantages of RIS under low channel quality. In terms of security assessment, the study conducted a detailed analysis of two attack modes: direct eavesdropping and relay eavesdropping. Taking the eavesdropper distance of 50-100 meters as an example, without the assistance of RIS, the eavesdropper's received signal rate is 100 bps, while with the assistance of RIS it is only 50 bps, a reduction of 50 %. As the eavesdropper distance increases to 100-200 meters and more than 200 meters, the anti-eavesdropping effect of RIS is still significant, reducing the eavesdropping signal rate from 200 bps to 100 bps, and from 300 bps to 150 bps, respectively, with a reduction of 50 %. Finally, this study evaluated the impact of different RIS configurations on system performance in a multi-user scenario. The experimental results show that as the number of reflection units increases from 64 to 128, the total throughput of the system increases from 1000 bps to 1200 bps, an increase of 20 %. 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引用次数: 0

摘要

本研究探讨了可重构智能表面(RIS)辅助通信系统结合稀疏码多址(SCMA)在不同信道条件、攻击模型和用户分布模式下的性能。SCMA是面向5G/6G的先进多址接入方案,具有频谱效率高、支持大规模连接的特点,但其共享资源的特性存在安全隐患。通过集成RIS和SCMA,我们的研究评估了如何在复杂环境中显著增强物理层安全性。本研究旨在探讨可重构智能表面(RIS)辅助通信系统在不同信道条件、攻击模型和用户分布模式下的性能。随着无线通信技术的不断进步,RIS作为一种新的通信优化技术,在提高系统吞吐量和增强网络安全性方面显示出了巨大的潜力。本研究通过实验设计评估RIS在复杂环境下的应用效果,重点考察其在提高通信吞吐量、抗干扰能力和抗窃听能力方面的表现。本研究构建了ris辅助通信方案和传统通信方案的实验模型,并采用瑞利和瑞利信道模型进行仿真。实验结果表明,在信噪比为20 dB的条件下,ris辅助方案合法用户的平均吞吐量为500 bps,而传统方案的平均吞吐量仅为300 bps,提高了67%。当信噪比降低到10 dB时,ris辅助方案的吞吐量保持在450 bps,而传统方案的吞吐量下降到250 bps,提高了80%。在较差的信道条件下(信噪比为5 dB), RIS的吞吐量稳定在480 bps,而传统方案仅为280 bps,显示出RIS在低信道质量下的显著优势。在安全评估方面,对直接窃听和中继窃听两种攻击方式进行了详细分析。以窃听者距离50-100米为例,在没有RIS辅助的情况下,窃听者接收到的信号速率为100 bps,而在RIS辅助下,窃听者接收到的信号速率仅为50 bps,降低了50%。当窃听者距离增加到100-200米和超过200米时,RIS的防窃听效果仍然显著,窃听信号率分别从200 bps降低到100 bps,从300 bps降低到150 bps,降低幅度为50%。最后,本研究评估了多用户场景下不同RIS配置对系统性能的影响。实验结果表明,当反射单元数从64个增加到128个时,系统的总吞吐量从1000 bps增加到1200 bps,提高了20%。此外,随着窃听者数量的增加,RIS系统的安全增益(ΔR)始终为正,说明在多个窃听者的环境下,RIS仍然可以有效地保护合法用户的通信安全。在信噪比为20 dB的情况下,RIS辅助方案的平均合法用户吞吐量为500 bps,而传统基线为300 bps。当信噪比为10 dB时,RIS辅助方案的测量吞吐量为450 bps,而在5 dB时则为480 bps。请注意,这两点对应于不同的操作条件:10db情况使用分布式用户,中等干扰设置,禁用动态RIS调整(压力测试干扰),而5db情况使用集中式用户布局,启用动态调整和有利的RIS对齐。因此,5db和10db数字不是用于单调的信噪比比较,而是用于说明不同工作模式下的性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
RIS/IRS-assisted physical layer security enhancement scheme and its application to SCMA systems
This study explores the performance of a reconfigurable intelligent surface (RIS)-assisted communication system combined with Sparse Code Multiple Access (SCMA) under different channel conditions, attack models, and user distribution patterns. SCMA, as an advanced multiple access scheme for 5G/6G, provides high spectrum efficiency and supports large-scale connectivity, but its shared-resource nature exposes it to potential security threats. By integrating RIS with SCMA, our study evaluates how physical layer security can be significantly enhanced in complex environments. This study aims to explore the performance of reconfigurable intelligent surface (RIS)-assisted communication system under different channel conditions, attack models and user distribution patterns. With the continuous advancement of wireless communication technology, RIS, as a new communication optimization technology, has shown great potential in improving system throughput and enhancing network security. This study evaluates the application effect of RIS in complex environments through experimental design, focusing on its performance in improving communication throughput, anti-interference ability and anti-eavesdropping ability. The study constructs an experimental model including RIS-assisted and traditional communication schemes, and uses the Rayleigh and Rician channel model for simulation. The experimental results show that under the condition of SNR of 20 dB, the average throughput of legitimate users of the RIS-assisted scheme is 500 bps, while that of the traditional scheme is only 300 bps, an increase of 67 %. When the SNR is reduced to 10 dB, the throughput of the RIS-assisted scheme remains at 450 bps, while that of the traditional scheme drops to 250 bps, an increase of 80 %. Under poor channel conditions (SNR of 5 dB), the throughput of RIS remains stable at 480 bps, while the traditional solution is only 280 bps, showing the significant advantages of RIS under low channel quality. In terms of security assessment, the study conducted a detailed analysis of two attack modes: direct eavesdropping and relay eavesdropping. Taking the eavesdropper distance of 50-100 meters as an example, without the assistance of RIS, the eavesdropper's received signal rate is 100 bps, while with the assistance of RIS it is only 50 bps, a reduction of 50 %. As the eavesdropper distance increases to 100-200 meters and more than 200 meters, the anti-eavesdropping effect of RIS is still significant, reducing the eavesdropping signal rate from 200 bps to 100 bps, and from 300 bps to 150 bps, respectively, with a reduction of 50 %. Finally, this study evaluated the impact of different RIS configurations on system performance in a multi-user scenario. The experimental results show that as the number of reflection units increases from 64 to 128, the total throughput of the system increases from 1000 bps to 1200 bps, an increase of 20 %. In addition, as the number of eavesdroppers increases, the security gain (ΔR) of the RIS system always remains positive, indicating that RIS can still effectively protect the communication security of legitimate users in an environment with multiple eavesdroppers. Under an SNR of 20 dB, the RIS assisted scheme attains an average legitimate-user throughput of 500 bps versus 300 bps for the traditional baseline. When the SNR is 10 dB, the measured throughput of the RIS assisted scheme is 450 bps, while at 5 dB it is 480 bps. Note that these two points correspond to different operating conditions: the 10 dB case uses a distributed-user, medium-interference setting with the dynamic RIS adjustment disabled (stress-testing interference), whereas the 5 dB case uses a centralized-user layout with the dynamic adjustment enabled and favorable RIS alignment. Therefore, the 5 dB and 10 dB figures are not intended for a monotonic SNR comparison but to illustrate performance under distinct operating modes.
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来源期刊
Physical Communication
Physical Communication ENGINEERING, ELECTRICAL & ELECTRONICTELECO-TELECOMMUNICATIONS
CiteScore
5.00
自引率
9.10%
发文量
212
审稿时长
55 days
期刊介绍: PHYCOM: Physical Communication is an international and archival journal providing complete coverage of all topics of interest to those involved in all aspects of physical layer communications. Theoretical research contributions presenting new techniques, concepts or analyses, applied contributions reporting on experiences and experiments, and tutorials are published. Topics of interest include but are not limited to: Physical layer issues of Wireless Local Area Networks, WiMAX, Wireless Mesh Networks, Sensor and Ad Hoc Networks, PCS Systems; Radio access protocols and algorithms for the physical layer; Spread Spectrum Communications; Channel Modeling; Detection and Estimation; Modulation and Coding; Multiplexing and Carrier Techniques; Broadband Wireless Communications; Wireless Personal Communications; Multi-user Detection; Signal Separation and Interference rejection: Multimedia Communications over Wireless; DSP Applications to Wireless Systems; Experimental and Prototype Results; Multiple Access Techniques; Space-time Processing; Synchronization Techniques; Error Control Techniques; Cryptography; Software Radios; Tracking; Resource Allocation and Inference Management; Multi-rate and Multi-carrier Communications; Cross layer Design and Optimization; Propagation and Channel Characterization; OFDM Systems; MIMO Systems; Ultra-Wideband Communications; Cognitive Radio System Architectures; Platforms and Hardware Implementations for the Support of Cognitive, Radio Systems; Cognitive Radio Resource Management and Dynamic Spectrum Sharing.
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