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An Overview of Non.Orthogonal Multiple Access 被引量:3
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作者 Anass Benjebbour 《ZTE Communications》 2017年第B06期21-30,共10页
In recent years, non-orthogonal multiple access(NOMA) has attracted a lot of attention as a novel and promising power-domain us-er multiplexing scheme for Long-Term Evolution(LTE) enhancement and 5G. NOMA is able to c... In recent years, non-orthogonal multiple access(NOMA) has attracted a lot of attention as a novel and promising power-domain us-er multiplexing scheme for Long-Term Evolution(LTE) enhancement and 5G. NOMA is able to contribute to the improvement ofthe tradeoff between system capacity and user fairness(i.e., cell-edge user experience). This improvement becomes in particularemphasized in a cellular system where the channel conditions vary significantly among users due to the near-far effect. In this arti-cle, we provide an overview of the concept, design and performance of NOMA. In addition, we review the potential benefits and is-sues of NOMA over orthogonal multiple access(OMA) such as orthogonal frequency division multiple access(OFDMA) adoptedby LTE, and the status of 3GPP standardization related to NOMA. 展开更多
关键词 multiple access non⁃orthogonal multiple access(NOMA) power⁃domain multi⁃user detection MUST
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Analysis of Non-Orthogonal Multiple Access for 5G 被引量:5
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作者 Yingmin Wang Bin Ren +2 位作者 Shaohui Sun Shaoli Kang Xinwei Yue 《China Communications》 SCIE CSCD 2016年第S2期52-66,共15页
The major challenge faced by the fifth generation(5G) mobile network is higher spectral efficiency and massive connectivity,i.e.,the target spectrum efficiency is 3 times over 4G,and the target connection density is o... The major challenge faced by the fifth generation(5G) mobile network is higher spectral efficiency and massive connectivity,i.e.,the target spectrum efficiency is 3 times over 4G,and the target connection density is one million devices per square kilometer.These requirements are difficult to be satisfied with orthogonal multiple access(OMA) schemes.Non-orthogonal multiple access(NOMA) has thus been proposed as a promising candidate to address some of the challenges for 5G.In this paper,a comprehensive survey of different candidate NOMA schemes for 5G is presented,where the usage scenarios of5 G and the application requirements for NOMA are firstly discussed.A general framework of NOMA scheme is established and the features of typical NOMA schemes are analyzed and compared.We focus on the recent progress and challenge of NOMA in standardization of international telecommunication union(ITU),and 3rd generation partnership project(3GPP).In addition,prototype development and future research directions are also provided respectively. 展开更多
关键词 5G non-orthogonal multiple access NOMA SCMA PDMA MUSA MPA SIC
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Frameworks of Non-Orthogonal Multiple Access Techniques in Cognitive Radio Communication Systems 被引量:3
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作者 Prabhat Thakur Alok Kumar +2 位作者 S Pandit G Singh S N Satashia 《China Communications》 SCIE CSCD 2019年第6期129-149,共21页
Recently,the increasing demand of radio spectrum for the next generation communication systems due to the explosive growth of applications appetite for bandwidths has led to the problem of spectrum scarcity.The potent... Recently,the increasing demand of radio spectrum for the next generation communication systems due to the explosive growth of applications appetite for bandwidths has led to the problem of spectrum scarcity.The potential approaches among the proposed solutions to resolve this issue are well explored cognitive radio(CR)technology and recently introduced non-orthogonal multiple access(NOMA)techniques.Both the techniques are employed for efficient spectrum utilization and assure the significant improvement in the spectral efficiency.Further,the significant improvement in spectral efficiency can be achieved by combining both the techniques.Since the CR is well-explored technique as compared to that of the NOMA in the field of communication,therefore it is worth and wise to implement this technique over the CR.In this article,we have presented the frameworks of NOMA implementation over CR as well as the feasibility of proposed frameworks.Further,the differences between proposed CR-NOMA and conventional CR frameworks are discussed.Finally,the potential issues regarding the implementation of CR-NOMA are explored. 展开更多
关键词 cognitive radio channel state information non-orthogonal multiple access power DIVISION multiple access superposition-coding successive-interference-cancellation
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A Survey of Downlink Non-Orthogonal Multiple Access for 5G Wireless Communication Networks 被引量:9
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作者 WEI Zhiqiang YUAN Jinhong +2 位作者 Derrick Wing Kwan Ng Maged Elkashlan DING Zhiguo 《ZTE Communications》 2016年第4期17-25,共9页
Non-orthogonal multiple access (NOMA) has been recognized as a promising multiple access technique for the next generation cel-lular communication networks. In this paper, we first discuss a simple NOMA model with t... Non-orthogonal multiple access (NOMA) has been recognized as a promising multiple access technique for the next generation cel-lular communication networks. In this paper, we first discuss a simple NOMA model with two users served by a single-carrier si-multaneously to illustrate its basic principles. Then, a more general model with multicarrier serving an arbitrary number of users on each subcarrier is also discussed. An overview of existing works on performance analysis, resource allocation, and multiple-in-put multiple-output NOMA are summarized and discussed. Furthermore, we discuss the key features of NOMA and its potential re-search challenges. 展开更多
关键词 non-orthogonal multiple access (NOMA) successive interference cancellation (SIC) resource allocation multiple-input multiple-output (MIMO)
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Symbol Error Rate Performance Analysis of Non-Orthogonal Multiple Access for Visible Light Communications 被引量:3
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作者 Hongji Huang Jinyuan Wang +3 位作者 Jie Wang Jie Yang Jian Xiong Guan Gui 《China Communications》 SCIE CSCD 2017年第12期153-161,共9页
Non-orthogonal multiple access(NOMA) is considered as one of promising radio access techniques for visible light communications(VLC) in next-generation wireless communications systems.In order to provide theoretical s... Non-orthogonal multiple access(NOMA) is considered as one of promising radio access techniques for visible light communications(VLC) in next-generation wireless communications systems.In order to provide theoretical support for designing VLC-NOMA,we derive its analytic expressions for the symbol error rate(SER).Specifically,NOMA is first incorporated with appropriate VLC to establish a VLC-NOMA framework.Afterwards,mathematical expressions of the SER for the VLC-NOMA are developed.Moreover,numerical results are provided carefully to demonstrate that the proposed VLC-NOMA scheme outperforms than state-of-the-art orthogonal frequency division multiple access(OFDMA) one in terms of SER performance.Finally,relationships between the SER performance and the number of users,power allocation coefficient and semi-angle are well investigated,which can give us a scientific guide to devise the VLC-NOMA system for achieving better SER performance. 展开更多
关键词 VISIBLE light communication(VLC) non-orthogonal multiple access(NOMA) SYMBOL ERROR rate (SER)
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Non-Orthogonal Multiple Access Schemes for 5G 被引量:3
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作者 YAN Chunlin YUAN Zhifeng +1 位作者 LI Weimin YUAN Yifei 《ZTE Communications》 2016年第4期11-16,共6页
Multiple access scheme is one of the key techniques in wireless communication systems. Each generation of wireless communica-tion is featured by a new multiple access scheme from 1G to 4G. In this article we review se... Multiple access scheme is one of the key techniques in wireless communication systems. Each generation of wireless communica-tion is featured by a new multiple access scheme from 1G to 4G. In this article we review several non-orthogonal multiple access schemes for 5G. Their principles, advantages and disadvantages are discussed, and followed by a comprehensive comparison of these solutions from the perspective of user overload, receiver type, receiver complexity and so on. We also discuss the applica-tion challenges of non-orthogonal multiple access schemes in 5G. 展开更多
关键词 5G non-orthogonal multiple access mMTC
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Joint Non-Orthogonal Multiple Access (NOMA) & Walsh-Hadamard Transform: Enhancing the Receiver Performance 被引量:2
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作者 Muhammad Rehan Usman Arsla Khan +1 位作者 Muhammad Arslan Usman Soo young Shin 《China Communications》 SCIE CSCD 2018年第9期160-177,共18页
Non-orthogonal multiple access(NOMA) is a new access method to achieve high performance gains in terms of capacity and throughput, so it is currently under consideration as one of the candidates for fifth generation(5... Non-orthogonal multiple access(NOMA) is a new access method to achieve high performance gains in terms of capacity and throughput, so it is currently under consideration as one of the candidates for fifth generation(5 G) technologies. NOMA utilizes power domain in order to superimpose signals of multiple users in a single transmitted signal. This creates a lot of interference at the receive side. Although the use of successive interference cancellation(SIC) technique reduces the interference, but to further improve the receiver performance, in this paper, we have proposed a joint Walsh-Hadamard transform(WHT) and NOMA approach for achieving better performance gains than the conventional NOMA. WHT is a well-known code used in communication systems and is used as an orthogonal variable spreading factor(OVSF) in communication systems. Application of WHT to NOMA results in low bit error rate(BER) and high throughput performance for both low and high channel gain users. Further, it also reduces peak to average power ratio(PAPR) of the user signal. The results are discussed in terms of comparison between the conventionalNOMA and the proposed technique, which shows that it offers high performance gains in terms of low BER at different SNR levels, reduced PAPR, high user throughput performance and better spectral efficiency. 展开更多
关键词 Bit error rate (BER) non-orthogonal multiple access (NOMA) orthogonal frequency division multiplexing (OFDM) peak to average power ratio (PAPR) successive interference cancellation (SIC) throughput and Walsh-Hadamard transform (WHT).
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Routing Protocol in Underwater Wireless Acoustic Communication Using Non Orthogonal Multiple Access 被引量:1
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作者 J.V.Anand R.Praveena T.R.Ganesh Babu 《Journal on Internet of Things》 2021年第4期139-147,共9页
The underwater wireless communication with the complexity of attenuation and low propagation speed makes resource constraints in networking sensor nodes and sink.Underwater Sensor Transmission with Attenuation Calcula... The underwater wireless communication with the complexity of attenuation and low propagation speed makes resource constraints in networking sensor nodes and sink.Underwater Sensor Transmission with Attenuation Calculation using Non Orthogonal Multiple Access(UWSTAC-NOMA)protocol has been proposed.This protocol calculates channel gain along with attenuation in underwater channels and provides internetworking sensor for rate allocation minimizing interference.Successive Interference Cancellation has been used at the receiving sensor to decode the information sent.The network level performance of sensors and increasing the data rate improves the overall throughput.Simultaneously,connecting several sensors to sink based on its depth region of deployment has been achieved using Underwater Sensor Transmission with Attenuation Calculation using Non Orthogonal Multiple Access(UWSTAC-NOMA).The analytical background of attenuation never confuted the simulation results of the proposed protocol in NS2 simulator.Simulation results shows that the throughput,average bit error rate and residual energy of sink performance. 展开更多
关键词 Underwater sensor and sink networking absorption loss transmission loss channel gain resource allocation interference mitigation Non orthogonal multiple access
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Exploiting Spectral-Energy Efficiency Tradeoff with Fairness in Non-Orthogonal Multiple Access Systems
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作者 Zhengyu Song Xin Sun 《Journal of Beijing Institute of Technology》 EI CAS 2019年第2期336-343,共8页
The spectral efficiency(SE)and energy efficiency(EE)tradeoff while ensuring rate fairness among users in non-orthogonal multiple access(NOMA)systems is investigated.In order to characterize the SE-EE tradeoff with rat... The spectral efficiency(SE)and energy efficiency(EE)tradeoff while ensuring rate fairness among users in non-orthogonal multiple access(NOMA)systems is investigated.In order to characterize the SE-EE tradeoff with rate fairness,a multi-objective optimization(MOO)problem is first formulated,where the rate fairness is represented with theα-fair utility function.Then,the MOO problem is converted into a single-objective optimization(SOO)problem by the weighted sum method.To solve the converted non-convex SOO problem,we apply sequential convex programming,which helps to propose a general power allocation algorithm to realize the SE-EE tradeoff with rate fairness.We prove the convergence of the proposed algorithm and the convergent solution satisfies the KKT conditions.Simulation results demonstrate the proposed power allocation algorithm can achieve various levels of rate fairness,and higher fairness results in degraded performance of SE-EE tradeoff.A pivotal conclusion is reached that NOMA systems significantly outperform orthogonal multiple access systems in terms of SE-EE tradeoff with the same level of rate fairness. 展开更多
关键词 non-orthogonal multiple access(NOMA) energy efficiency(EE) SPECTRAL efficiency(SE) rate FAIRNESS power allocation
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Unified Framework Towards Flexible Multiple Access Schemes for 5G 被引量:1
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作者 SUN Qi WANG Sen +1 位作者 HAN Shuangfeng Chih-Lin I 《ZTE Communications》 2016年第4期26-34,共9页
Non-orthogonal multiple access (NOMA) schemes have achieved great attention recently and been considered as a crucial compo-nent for 5G wireless networks since they can efficiently enhance the spectrum efficiency, s... Non-orthogonal multiple access (NOMA) schemes have achieved great attention recently and been considered as a crucial compo-nent for 5G wireless networks since they can efficiently enhance the spectrum efficiency, support massive connections and poten-tially reduce access latency via grant free access. In this paper, we introduce the candidate NOMA solutions in 5G networks, com-paring the principles, key features, application scenarios, transmitters and receivers, etc. In addition, a unified framework of these multiple access schemes are proposed to improve resource utilization, reduce the cost and support the flexible adaptation of multi-ple access schemes. Further, flexible multiple access schemes in 5G systems are discussed. They can support diverse deployment scenarios and traffic requirements in 5G. Challenges and future research directions are also highlighted to shed some lights for the standardization in 5G. 展开更多
关键词 5G non-orthogonal multiple access unified framework flexible multiple access
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Research on Physical Layer Security in Cognitive Wireless Networks with Multiple Eavesdroppers Based on Resource Allocation Algorithm
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作者 Yuxin Du Xiaoli He Yongming Huang 《Journal of Computer and Communications》 2023年第3期32-46,共15页
With the rapid development of the Internet of Things (IoT), non-Orthogonal Multiple Access (NOMA) technology and cognitive wireless network are two promising technologies to improve the spectral efficiency of the syst... With the rapid development of the Internet of Things (IoT), non-Orthogonal Multiple Access (NOMA) technology and cognitive wireless network are two promising technologies to improve the spectral efficiency of the system, which have been widely concerned in the field of wireless communication. However, due to the importance of ownership and privacy protection, the IoT system must provide corresponding security mechanisms. From the perspective of improving the transmission security of CR-NOMA system based on cognitive wireless network, and considering the shortcomings of traditional relay cooperative NOMA system, this paper mainly analyzes the eavesdropping channel model of multi-user CR-NOMA system and derives the expressions of system security and rate to improve the security performance of CR-NOMA system. The basic idea of DC planning algorithm and the scheme of sub-carrier power allocation to improve the transmission security of the system were introduced. An algorithm for DC-CR-NOMA was proposed to maximize the SSR of the system and minimize the energy loss. The simulation results show that under the same complexity, the security and speed of the system can be greatly improved compared with the traditional scheme. 展开更多
关键词 Cognitive Radio Networks Non-orthogonal multiple access Physical Layer Security Sum of Safety Rates
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Sparse Code Multiple Access-Towards Massive Connectivity and Low Latency 5G Communications 被引量:3
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作者 Lei Wang Xiuqiang Xu +2 位作者 Yiqun Wu Shuangshuang Xing Yan Chen 《电信网技术》 2015年第5期6-15,共10页
Sparse code multiple access(SCMA) is a novel non-orthogonal multiple access technology considered as a key component in 5G air interface design. In SCMA, the incoming bits are directly mapped to multi-dimensional cons... Sparse code multiple access(SCMA) is a novel non-orthogonal multiple access technology considered as a key component in 5G air interface design. In SCMA, the incoming bits are directly mapped to multi-dimensional constellation vectors known as SCMA codewords, which are then mapped onto blocks of physical resource elements in a sparse manner. The number of codewords that can be non-orthogonally multiplexed in each SCMA block is much larger than the number of resource elements therein, so the system is overloaded and can support larger number of users. The joint optimization of multi-dimensional modulation and low density spreading in SCMA codebook design ensures the SCMA receiver to recover the coded bits with high reliability and low complexity. The flexibility in design and the robustness in performance further prove SCMA to be a promising technology to meet the 5G communication demands such as massive connectivity and low latency transmissions. 展开更多
关键词 SCMA 电信技术 多址接入 编码
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A passive optical network based on optical code division multiplexing and time division multiple access technology
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作者 张崇富 Qiu Kun 《High Technology Letters》 EI CAS 2007年第3期302-306,共5页
A passive optical network (PON) scheme based on optical code division multiplexing (OCDM) for the downstream traffics is proposed and analyzed in detail. In the PON, the downstream traffics are broadcasted by OCDM... A passive optical network (PON) scheme based on optical code division multiplexing (OCDM) for the downstream traffics is proposed and analyzed in detail. In the PON, the downstream traffics are broadcasted by OCDM technology to guarantee the security, while the upstream traffics pass through the same optical fiber by the common time division multiple access (TDMA) technology to decrease the cost. This schemes are denoted as OCDM/TDMA-PON, which can be applied to an optical access network (OAN) with full services on demand, such as Internet protocol, video on demand, tele-presence and high quality audio. The proposed OCDM/TDMA-PON scheme combines advantages of PON, TDMA, and OCDM technology. Simulation results indicate that the designed scheme improves the OAN performance, and enhances flexibility and scalability of the system. 展开更多
关键词 passive optical network (PON) optical code division multiplexing (OCDM) time division multiple access (TDMA) optical orthogonal code (OOC) optical line terminator (OLT) optical network units (ONU)
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A time domain multiple-CFOs and CIRs estimation algorithm over wireless multimedia sensor networks
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作者 姜建 《High Technology Letters》 EI CAS 2009年第3期294-300,共7页
Channel parameters estimation in an orthogonal for the receiver station is a multi-dimensional (MD) frequency division multiple access (OFDMA) system optimization problem, because every user node has a separate lo... Channel parameters estimation in an orthogonal for the receiver station is a multi-dimensional (MD) frequency division multiple access (OFDMA) system optimization problem, because every user node has a separate local oscillator and every transmitter to receiver link has individual carrier frequency offset (CFO) and channel impulse response (CIR) parameters. In order to reduce the computational complexity for MD optimization, a time domain CFOs and CIRs estimation algorithm over the OFDMA based wireless multimedia sensor networks (WMSN) is proposed in this paper. In this algorithm, the receiver station can decouple the signal from every node by correlation based on specially designed training sequences, so that the MD optimization problem is simplified to an 1-D optimal problem. It is proved that the multiple CFOs can be identified from the correlation result using the phase shift of the consecutive training se- quences. Based on the CFOs estimation result, the CIRs can then he estimated according to the minimum mean square error (MMSE) criterion. The theoretic analysis and simulation results show that the proposed algorithm can effectively decouple the signal from different user nodes and the bit error rate (BER) per- formance curves are close to the ideal estimation when the user number is not large. 展开更多
关键词 wireless multimedia sensor networks (WMSN) orthogonal frequency division multiple access (OFDMA) multiple carrier frequency offsets (CFOs) multiple channel impulse responses (CIRs) minimum mean square error (MMSE)
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智能反射表面辅助的非正交多址接入系统用户分组、波束赋形与相移的优化 被引量:1
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作者 雷维嘉 于顺洪 +1 位作者 雷宏江 唐宏 《电子与信息学报》 EI CAS CSCD 北大核心 2024年第3期858-866,共9页
该文研究智能反射表面(IRS)辅助的多天线非正交多址接入(NOMA)网络中用户分组、发送波束赋形、相移等的联合优化问题。系统中1个分组分配1个波束并在组内进行连续干扰消除检测。该文提出一种不依赖于发送波束赋形和IRS相移的用户分组配... 该文研究智能反射表面(IRS)辅助的多天线非正交多址接入(NOMA)网络中用户分组、发送波束赋形、相移等的联合优化问题。系统中1个分组分配1个波束并在组内进行连续干扰消除检测。该文提出一种不依赖于发送波束赋形和IRS相移的用户分组配对策略,将用户分组与其他优化分离,显著降低了优化问题求解的难度和计算复杂度。进一步,联合优化基站发送波束赋形、功率分配和IRS相移矩阵,最小化基站的总发送功率。原始优化问题是一个多变量相互耦合的非凸优化问题,利用松弛变量、连续凸逼近、半定松弛、交替迭代优化等方法将原问题转化为凸问题并求解。仿真结果显示,相较于1个用户1个波束的方案,所提方案在基站天线数较少时性能更优,而在天线数较多时也与该对比方案非常接近,但所提方案的优化计算复杂度更低。而对比采用不同分组算法、随机IRS相移方案、最大比发射方案,以及无IRS的方案,所提方案的性能始终更优。 展开更多
关键词 智能反射表面 非正交多址接入 用户分组 波束赋形
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下行RIS-NOMA的用户集群方法 被引量:1
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作者 彭艺 吴桐 杨青青 《中山大学学报(自然科学版)(中英文)》 CAS CSCD 北大核心 2024年第1期128-136,共9页
为提高用户分布非均匀的场景下可重构智能表面(RIS)辅助下行非正交多址(NOMA)通信系统的性能,提出了一种分布式RIS辅助下行NOMA的用户聚类方案。首先,采用自适应几何分布(AGD)聚类算法划分用户集群(UCs),从而为各UC匹配RIS。然后,利用... 为提高用户分布非均匀的场景下可重构智能表面(RIS)辅助下行非正交多址(NOMA)通信系统的性能,提出了一种分布式RIS辅助下行NOMA的用户聚类方案。首先,采用自适应几何分布(AGD)聚类算法划分用户集群(UCs),从而为各UC匹配RIS。然后,利用分式规划(FP)方法将非凸最大化频谱效率问题转换为凸优化问题。最后,为UC内用户逐级进行功率分配(PA)与被动波束形成(PB)。仿真结果表明,与谱聚类(SPC)、K均值(K-means)、高斯混合模型(GMM)聚类方案和正交多址(OMA)方案相比,在AGD方案下,功率对频谱效率提升了7%、14%、19%和42%的增益,反射面对频谱效率提升了16%、19%、26%和40%的增益。 展开更多
关键词 可重构智能表面 非正交多址 用户集群 分式规划
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全双工主动窃听非正交多址接入系统智能超表面辅助物理层安全传输技术 被引量:1
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作者 阔永红 曹琳 +2 位作者 吕璐 贺冰涛 陈健 《电子与信息学报》 EI CAS CSCD 北大核心 2024年第3期798-807,共10页
针对全双工被动窃听和主动干扰攻击下的多用户非正交多址接入(NOMA)系统,该文提出一种智能超表面(RIS)辅助的鲁棒波束赋形方案以实现物理层安全通信。考虑在仅已知窃听者统计信道状态信息的条件下,以系统传输中断概率和保密中断概率作... 针对全双工被动窃听和主动干扰攻击下的多用户非正交多址接入(NOMA)系统,该文提出一种智能超表面(RIS)辅助的鲁棒波束赋形方案以实现物理层安全通信。考虑在仅已知窃听者统计信道状态信息的条件下,以系统传输中断概率和保密中断概率作为约束,通过联合优化基站发射波束赋形、RIS相移矩阵、传输速率和冗余速率,来最大化系统的保密速率。为解决上述多变量耦合非凸优化问题,提出一种有效的交替优化算法得到联合优化问题的次优解。仿真结果表明,所提方案可实现较高的保密速率,且通过增加RIS反射单元数,系统保密性能更佳。 展开更多
关键词 智能超表面 非正交多址接入 物理层安全 波束赋形
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基于混合协作NOMA的安全MEC能耗优化 被引量:1
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作者 余雪勇 傅新程 朱洪波 《系统工程与电子技术》 EI CSCD 北大核心 2024年第3期1116-1124,共9页
非正交多址接入(non-orthogonal multiple access,NOMA)技术的广泛应用改变了传统物理层安全对用户传输速率的限制,在降低时延的同时会引起系统能耗增加。针对安全通信与降低能耗问题,提出一种基于混合协作NOMA的安全边缘计算传输方法... 非正交多址接入(non-orthogonal multiple access,NOMA)技术的广泛应用改变了传统物理层安全对用户传输速率的限制,在降低时延的同时会引起系统能耗增加。针对安全通信与降低能耗问题,提出一种基于混合协作NOMA的安全边缘计算传输方法。该方法对每个用户数据处理过程设计了多时隙混合协作方案,根据不同用户的信道条件分别设置卸载决策,保证用户间公平,并推导出系统保密中断概率的闭合表达式。然后以最小化系统能耗为目标,采用基于块坐标下降的三步迭代优化算法求得最优卸载方案。仿真结果显示,所提出的传输方法能在保证信息安全的条件下有效地减少系统能耗。 展开更多
关键词 非正交多址接入 物理层安全 移动边缘计算 中断概率 块坐标下降
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无人机辅助边缘计算安全通信能力最大化方案 被引量:2
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作者 薛建彬 豆俊 +1 位作者 王涛 马玉玲 《计算机科学》 CSCD 北大核心 2024年第S01期949-955,共7页
针对无人机辅助移动边缘计算系统下用户信息容易泄露的问题,设计了一种基于非正交多址接入技术(Non-orthogonal Multiple Access,NOMA)的无人机辅助边缘计算系统的安全通信方案。在保证每个地面用户的最小安全计算要求下,通过联合优化... 针对无人机辅助移动边缘计算系统下用户信息容易泄露的问题,设计了一种基于非正交多址接入技术(Non-orthogonal Multiple Access,NOMA)的无人机辅助边缘计算系统的安全通信方案。在保证每个地面用户的最小安全计算要求下,通过联合优化信道系数、发射功率、中央处理单元计算频率、本地计算和无人机轨迹来最大化系统的平均安全计算能力。由于窃听者位置的不确定性、多变量的耦合以及问题的非凸性,利用逐次凸逼近和块坐标下降方法来解决该问题。仿真结果表明,与基准方案相比,所提方案在系统安全计算性能方面优于基准方案。 展开更多
关键词 移动边缘计算 非正交多址 无人机 物理层安全 通信安全
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反向散射NOMA赋能的混合多播-单播协作传输方案
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作者 阔永红 薛彦文 +2 位作者 吕璐 贺冰涛 陈健 《电子与信息学报》 EI CAS CSCD 北大核心 2024年第6期2372-2381,共10页
针对协作中继通信系统频谱效率低和链路利用率低的问题,面向多播、单播业务共存场景,该文提出一种反向散射NOMA赋能的混合多播-单播协作传输方案。机会式选择一个多播用户作为协作节点,将其接收信号的一部分功率用于自身解码,剩余功率... 针对协作中继通信系统频谱效率低和链路利用率低的问题,面向多播、单播业务共存场景,该文提出一种反向散射NOMA赋能的混合多播-单播协作传输方案。机会式选择一个多播用户作为协作节点,将其接收信号的一部分功率用于自身解码,剩余功率反向散射以增强其余用户的接收质量。为提升系统性能,通过联合优化基站功率分配系数、协作用户反向散射系数和协作节点选择变量,在保障多播服务质量的前提下,实现单播用户最小可达速率的最大化。为解决上述高度非凸联合优化问题,该文设计一种协作用户选择准则并提出了一种迭代算法来获取原问题的最优解。仿真结果验证了所提迭代算法的快速收敛性,相较于传统非协作传输方案,所提方案可将单播用户最小可达速率提升11.5%,有效保证多业务服务质量。 展开更多
关键词 反向散射 非正交多址接入 协作式多播-单播 用户选择
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