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Secure Transmission for NOMA Systems with Imperfect SIC 被引量:3
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作者 Zhongwu Xiang Xiaobing Tong Yueming Cai 《China Communications》 SCIE CSCD 2020年第11期67-78,共12页
This paper investigates secure transmission for non-orthogonal multiple access(NOMA)systems where the imperfect successive interference cancellation(SIC)is considered at both legitimate users and eavesdropper(Eve).A p... This paper investigates secure transmission for non-orthogonal multiple access(NOMA)systems where the imperfect successive interference cancellation(SIC)is considered at both legitimate users and eavesdropper(Eve).A power allocation scheme is designed for the legitimate users to mitigate the effect of the SIC error caused by imperfect SIC.For characterizing the secrecy performance of the NOMA system,the closed-form expressions for connection outage probability(COP),secrecy outage probability(SOP),and effective secrecy throughput(EST)are derived over Nakagami-m fading channels in both NOMA and benchmark orthogonal multiple access(OMA)systems.We also provide security and reliability trade-off results(SRT)for the users in the NOMA and OMA systems.Simulation results verify our analysis and show that the strong users achieve better secrecy performance but worse reliability performance and NOMA outperforms OMA in terms of SRT. 展开更多
关键词 physical layer security non-orthogonal multiple access imperfect sic security and reliability trade-off
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Modeling and Analysis of OFDMA-NOMA-RA Protocol Considering Imperfect SIC in Multi-User Uplink WLANs
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作者 Hailing Yang Suoping Li Duo Peng 《Computers, Materials & Continua》 SCIE EI 2024年第6期5273-5294,共22页
To address the problems of network congestion and spectrum resources shortage in multi-user large-scale scenarios,this paper proposes a twice random access OFDMA-NOMA-RA protocol combining the advantages of orthogonal... To address the problems of network congestion and spectrum resources shortage in multi-user large-scale scenarios,this paper proposes a twice random access OFDMA-NOMA-RA protocol combining the advantages of orthogonal frequency division multiple access(OFDMA)and non-orthogonal multiple access(NOMA).The idea of this protocol is that OFMDA is used to divide the entire frequency field into multiple orthogonal resource units(RUs),and NOMA is used on each RU to enable more users to access the channel and improve spectrum efficiency.Based on the protocol designed in this paper,in the case of imperfect successive interference cancellation(SIC),the probability of successful competition subchannels and the outage probability are derived for two scenarios:Users occupy the subchannel individually and users share the subchannel.Moreover,when two users share the channel,the decoding order of the users and the corresponding probabilities are considered.Then,the system throughput is obtained.To achieve better outage performance in the system,the optimal power allocation algorithm is proposed in this paper,which enables the optimal power allocation strategy to be obtained.Numerical results show that the larger the imperfect SIC coefficient,the worse the outage performance of weak users.Compared with pure OFDMA and NOMA,OFDMA-NOMA-RA always maintains an advantage when the imperfect SIC coefficient is less than a specific value. 展开更多
关键词 Orthogonal frequency division multiple access(OFDMA) non-orthogonal multiple access(NOMA) random access(RA) imperfect successive interference cancellation(imperfect sic) outage probability
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Fairness optimization and power allocation in cognitive NOMA/OMA V2V network with imperfect SIC
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作者 Liang Xiaolin Liu Qianlong +3 位作者 Cao Wangbin Liu Shuaiqi Zhao Shuhuan Zhao Xiongwen 《The Journal of China Universities of Posts and Telecommunications》 EI CSCD 2023年第6期68-81,共14页
In order to improve the reliability and resource utilization efficiency of vehicle-to-vehicle(V2V)communication system,in this paper,the fairness optimization and power allocation for the cognitive V2V network that ta... In order to improve the reliability and resource utilization efficiency of vehicle-to-vehicle(V2V)communication system,in this paper,the fairness optimization and power allocation for the cognitive V2V network that takes into account the realistic three-dimensional(3D)channel are investigated.Large-scale and small-scale fading are considered in the proposed channel model.An adaptive non-orthogonal multiple access(NOMA)/orthogonal multiple access(OMA)scheme is proposed to reduce the complexity of successive-interference-cancellation(SIC)in decoding and improve spectrum utilization.Also,a fairness index that takes into account each user's requirements is proposed to indicate the optimal point clearly.In the imperfect SIC,the optimization problem of maximizing user fairness is formulated.Then,a subgradient descent method is proposed to solve the optimization problem with customizable precision.And the computational complexity of the proposed method is analyzed.The achievable rate,outage probability and user fairness are analyzed.The results show that the proposed adaptive NOMA/OMA(A-NOMA/OMA)outperforms both NOMA and OMA.The simulation results are compared with validated analysis to confirm the theoretical analysis. 展开更多
关键词 sadaptive non-orthogonal multiple access(NOMA)/orthogonal multiple access(OMA) user fairness power allocation imperfect successive-interference-cancellation(sic) vehicle-to-vehicle(V2V)communication
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非完美SIC D2D-NOMA系统吞吐量最大化功率分配
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作者 张东方 叶成荫 《电子测量技术》 北大核心 2025年第8期80-87,共8页
针对D2D-NOMA系统在非完美串行干扰消除条件下的吞吐量最大化问题,提出了一种基于非完美SIC的D2D-NOMA系统吞吐量最大化算法。首先在蜂窝用户和D2D用户的服务质量、最大发射功率下,考虑非完美SIC条件,建立一个以D2D-NOMA系统的吞吐量最... 针对D2D-NOMA系统在非完美串行干扰消除条件下的吞吐量最大化问题,提出了一种基于非完美SIC的D2D-NOMA系统吞吐量最大化算法。首先在蜂窝用户和D2D用户的服务质量、最大发射功率下,考虑非完美SIC条件,建立一个以D2D-NOMA系统的吞吐量最大化为目标的优化模型。然后将模型转换为以吞吐量为奖励的马尔可夫决策过程。利用TD3算法设计了一个功率分配算法,实现了系统吞吐量最大化。经仿真验证,所提出的算法与DDPG算法、遗传算法和随机功率分配算法相比,非完美SIC下D2D-NOMA系统的吞吐量分别提高了约14%、25%和40%,也展现出更优的收敛性和公平性。 展开更多
关键词 非完美sic D2D-NOMA系统 吞吐量最大化 TD3算法
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C/C-ZrC-SiC复合材料的Si^(2+)离子辐照行为 被引量:1
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作者 邵萌萌 陈招科 +3 位作者 熊翔 曾毅 王铎 王徐辉 《材料研究学报》 EI CAS CSCD 北大核心 2023年第6期472-480,共9页
用强度为2 MeV的Si^(2+)离子对C/C-ZrC-SiC复合材料进行室温辐照,使用掠入射X射线衍射、拉曼光谱、透射电子显微分析、扫描电子显微分析和纳米压痕等手段研究了辐照前后C/C-ZrC-SiC复合材料的晶体结构、晶格损伤、微观组织结构、表面形... 用强度为2 MeV的Si^(2+)离子对C/C-ZrC-SiC复合材料进行室温辐照,使用掠入射X射线衍射、拉曼光谱、透射电子显微分析、扫描电子显微分析和纳米压痕等手段研究了辐照前后C/C-ZrC-SiC复合材料的晶体结构、晶格损伤、微观组织结构、表面形貌及显微力学性能的变化。结果表明:Si^(2+)离子辐照后SiC晶格中产生的应力使晶格膨胀,而ZrC晶格未发生膨胀;辐照后SiC的拉曼峰宽化和偏移在Si-C区域形成新峰,离子辐照诱导ZrC出现的碳空位使其具有拉曼活性,从而出现特征峰;辐照后C/C-ZrC-SiC复合材料的表面形貌没有显著的变化,而ZrC和SiC中碳的原子含量分别提高了37.93%和13.03%;辐照使ZrC中出现大量的间隙缺陷团簇和SiC部分非晶化,且在ZrC与SiC晶粒的交界处出现完全非晶化区域;碳纤维中碳相的ID/IG值与石墨微晶的层面间距增大,热解碳的层状结构被破坏逐渐呈无序化;ZrC、SiC和碳纤维的纳米硬度和弹性模量增大,ZrC的变化最小表明其具有更高的稳定性。 展开更多
关键词 复合材料 C/C-ZrC-sic 离子辐照 晶格缺陷 非晶化 微观力学性能
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不完美硬件实现对下行NOMA短包通信的影响
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作者 莫名秀 袁磊 +1 位作者 雷妍 袁花花 《系统工程与电子技术》 北大核心 2025年第1期296-306,共11页
为了实现超可靠低延时通信(ultra-reliable and low latency communication,URLLC),研究在Naka-gami-m和莱斯衰落信道下硬件损伤(hardware impairment,HI)、信道估计误差(channel estimation error,CEE)以及不完美连续干扰抵消(successi... 为了实现超可靠低延时通信(ultra-reliable and low latency communication,URLLC),研究在Naka-gami-m和莱斯衰落信道下硬件损伤(hardware impairment,HI)、信道估计误差(channel estimation error,CEE)以及不完美连续干扰抵消(successive interference cancellation,SIC)对下行两用户非正交多址接入(non-orthogonal multiple access,NOMA)短包通信(short packet communication,SPC)系统性能的影响。首先,给出两种信道下用户的平均块错误率(block error rate,BLER)表达式。其次,在用户的平均BLER要求限定下,提出一种联合优化功率分配和导频序列长度的优化算法。最后,仿真结果验证了理论推导的准确性,并表明HI、CEE和不完美SIC对NOMA SPC系统性能具有大的影响;为了NOMA SPC系统实现URLLC,存在一个功率分配和导频序列长度的折中优化。 展开更多
关键词 非正交多址接入 硬件损伤 信道估计误差 不完美连续干扰抵消 短包通信
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基于指针网络深度强化学习NOMA用户配对和功率分配方案
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作者 李国鑫 甘麒 +3 位作者 陈瑾 焦雨涛 王海超 贺兴 《数据采集与处理》 北大核心 2025年第6期1477-1489,共13页
为了解决非正交多址接入(Non‐orthogonal multiple access,NOMA)在不完美串行干扰消除(Serial interference cancellation,SIC)条件下的快速配对和功率分配问题,提出一种基于深度强化学习的NOMA用户配对和功率优化方案。首先,考虑多用... 为了解决非正交多址接入(Non‐orthogonal multiple access,NOMA)在不完美串行干扰消除(Serial interference cancellation,SIC)条件下的快速配对和功率分配问题,提出一种基于深度强化学习的NOMA用户配对和功率优化方案。首先,考虑多用户NOMA不完美SIC的场景,以用户配对和用户发射功率分配因子为优化变量构建最大化系统可达通信速率的优化问题。分析了不完美SIC条件下用户使用NOMA配对的条件,并推出该条件下最大可达速率的用户功率分配。其次,将用户配对问题当作组合优化的问题,基于实时性的要求使用改进的指针网络设计了一种新型用户配对方案。仿真结果表明,该方案能够有效提升NOMA系统的可达速率,达到了最优的穷搜算法的99.8%,并具有实时性和适应用户数量动态变化的优势。 展开更多
关键词 非正交多址接入 用户配对 功率分配 不完美串行干扰消除 深度强化学习
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BER Analysis of NOMA with Max-Min Relay Selection 被引量:1
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作者 Meng Shen Zihao Huang +1 位作者 Xianfu Lei Lisheng Fan 《China Communications》 SCIE CSCD 2021年第7期172-182,共11页
In contrast with orthogonal multiple access(OMA)technologies,non-orthogonal multiple access(NOMA)technology can achieve higher spectral effi-ciency and support more users simultaneously.Multiple relays can be deployed... In contrast with orthogonal multiple access(OMA)technologies,non-orthogonal multiple access(NOMA)technology can achieve higher spectral effi-ciency and support more users simultaneously.Multiple relays can be deployed in NOMA networks,in order to combat fading and thus increase the transmission reliability.In the existing works on cooperative NOMA networks with multiple relays,the decoding error at the relays and the imperfect successive interference cancellation(SIC)are not taken into account simultaneously.In this work,we consider the bit error rate(BER)analysis of relay-aided NOMA networks,where max-min relay selection is employed.Particularly,closed-form BER expressions are derived for NOMA networks with Rayleigh fading,in the existence of the relay decoding error and imperfect SIC.The asymptotic BER performance is then obtained to provide some useful insights into the system design such as the diversity order.Finally,simulation results illustrate the correctness of the derived expressions.The presented results reveal the effects of imperfect SIC and relay decoding error on the performance of cooperative NOMA networks. 展开更多
关键词 NOMA bit error rate relay decoding error imperfect sic
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Exploiting the Direct Link in IRS Assisted NOMA Networks with Hardware Impairments
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作者 Ziwei Liu Xinwei Yue +3 位作者 Shuo Chen Xuliang Liu Yafei Wang Wanwei Tang 《Computer Modeling in Engineering & Sciences》 SCIE EI 2023年第7期767-785,共19页
Hardware impairments(HI)are always present in low-cost wireless devices.This paper investigates the outage behaviors of intelligent reflecting surface(IRS)assisted non-orthogonal multiple access(NOMA)networks by takin... Hardware impairments(HI)are always present in low-cost wireless devices.This paper investigates the outage behaviors of intelligent reflecting surface(IRS)assisted non-orthogonal multiple access(NOMA)networks by taking into account the impact of HI.Specifically,we derive the approximate and asymptotic expressions of the outage probability for the IRS-NOMA-HI networks.Based on the asymptotic results,the diversity orders under perfect self-interference cancellation and imperfect self-interference cancellation scenarios are obtained to evaluate the performance of the considered network.In addition,the system throughput of IRS-NOMA-HI is discussed in delay-limited mode.The obtained results are provided to verify the accuracy of the theoretical analyses and reveal that:1)The outage performance and system throughput for IRS-NOMA-HI outperforms that of the IRS-assisted orthogonal multiple access-HI(IRS-OMA-HI)networks;2)The number of IRS elements,the pass loss factors,the Rician factors,and the value of HI are pivotal to enhancing the performance of IRS-NOMAHI networks;and 3)It is recommended that effective methods of reducing HI should be used to ensure system performance,in addition to self-interference cancellation techniques. 展开更多
关键词 Hardware impairments imperfect sic intelligent reflecting surface non-orthogonal multiple access outage probability
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