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Successive Interference Cancellation and Alignment in K-User MIMO Interference Channels with Partial Unidirectional Strong Interference 被引量:3
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作者 Long Suo Hongyan Li +1 位作者 Shun Zhang Jiandong Li 《China Communications》 SCIE CSCD 2022年第2期118-130,共13页
Recently cellular networks have been densely and heterogeneously deployed indoors and outdoors to expand the network capacity,and thus the in-building propagation loss and the transmit power diversity of access points... Recently cellular networks have been densely and heterogeneously deployed indoors and outdoors to expand the network capacity,and thus the in-building propagation loss and the transmit power diversity of access points will exacerbate link heterogeneity and result in partial unidirectional strong interference.To make full use of the strong interference feature,we propose the successive interference cancellation and alignment(SICA)scheme in the K-user interference channel with partial unidirectional strong interference.SICA is designed to transmit two kinds of data streams simultaneously,the alignment streams and superposition streams.The alignment streams will follow the interference alignment criterion to maintain the optimal degrees of freedom(DoF)performance;the superposition streams are handled via successive interference cancellation at all the strongly interfered receivers to improve the overall achievable rate.The joint transceiver designs for SICA is modeled as a weighted sum rate(WSR)maximization problem,and then can be alternately solved for a local optimum according to the optimality equivalence between WSR and its corresponding weighted mean square error(WMMSE)problem.Simulation results have confirmed the sum rate improvement and DoF optimality of the proposed SICA scheme. 展开更多
关键词 interference alignment successive interference cancellation interference management ultra dense networks
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Group-Based Successive Interference Cancellation for Multi-Antenna NOMA System with Error Propagation 被引量:1
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作者 Cheng Hu Hong Wang +1 位作者 Changxiang Li Rongfang Song 《China Communications》 SCIE CSCD 2023年第8期276-287,共12页
Non-orthogonal multiple access(NOMA)is viewed as a key technique to improve the spectrum efficiency and solve the issue of massive connectivity.However,for power domain NOMA,the required overall transmit power should ... Non-orthogonal multiple access(NOMA)is viewed as a key technique to improve the spectrum efficiency and solve the issue of massive connectivity.However,for power domain NOMA,the required overall transmit power should be increased rapidly with the increasing number of users in order to ensure that the signal-to-interference-plus-noise ratio reaches a predefined threshold.In addition,since the successive interference cancellation(SIC)is adopted,the error propagation would become more serious as the order of SIC increases.Aiming at minimizing the total transmit power and satisfying each user’s service requirement,this paper proposes a novel framework with group-based SIC for the deep integration between power domain NOMA and multi-antenna technology.Based on the proposed framework,a joint optimization of power control and equalizer design is investigated to minimize transmit power consumption for uplink multi-antenna NOMA system with error propagations.Based on the relationship between the equalizer and the transmit power coefficients,the original problem is transformed to a transmit power optimization problem,which is further addressed by a parallel iteration algorithm.It is shown by simulations that,in terms of the total power consumption,the proposed scheme outperforms the conventional OMA and the existing cluster-based NOMA schemes. 展开更多
关键词 multi-antenna NOMA group-based successive interference cancellation error propagation power control
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Low Complexity Multiuser Detection with Recursively Successive Zero-Forcing and SIC Based on Nullspace for Multiuser MIMO-OFDM System 被引量:3
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作者 Zhang Chengwen Wang Bin +1 位作者 Li Danli Tan Xuezhi 《China Communications》 SCIE CSCD 2015年第9期53-63,共11页
To improve the spectrum efficiency, this paper considers the multiuser detection with the MU-MIMO technology for multiuser MIMO-OFDM system uplink with the same subcarrier shared by multiple users. A low complexity mu... To improve the spectrum efficiency, this paper considers the multiuser detection with the MU-MIMO technology for multiuser MIMO-OFDM system uplink with the same subcarrier shared by multiple users. A low complexity multiuser detection algorithm with recursively successive zero-forcing and successive interference cancellation(RSZF-SIC) based on nullspace is proposed. The RSZF process based on the block diagonalization(BD) technique eliminates the co-channel interference(CCI) by a recursive method based on the nullspace orthogonal theorem. The SIC process detects the user signals respectively with the reasonable user detection sequence based on the results of the RSZF process. The computational complexity of the proposed algorithm is effectively reduced by reducing the total number of singular value decomposition(SVD) operations and the dimension of the SVD matrix in the recursive procedure. The performance of the proposed algorithm is improved in terms of bit error rate and sum capacity of the system, especially in the highSNR regime. 展开更多
关键词 MIMO-OFDM MU-MIMO multiuser detection co-channel interference cancellation block diagonalization successive interference cancellation
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Successive interference cancellation (SIC) in V-BLAST systems with asynchronous transmission mode 被引量:1
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作者 LIN HuaJiong TANG YouXi GUAN Lu SHAO ShiHai 《Science in China(Series F)》 2009年第12期2317-2323,共7页
The V-BLAST system with asynchronous transmission mode first proposed by Shao can achieve full diversity only by using a simple linear detection scheme under zero forcing (ZF) criterion; therefore it gives a reasona... The V-BLAST system with asynchronous transmission mode first proposed by Shao can achieve full diversity only by using a simple linear detection scheme under zero forcing (ZF) criterion; therefore it gives a reasonable tradeoff between complexity and performance. In this paper, we propose two types of successive interference cancellation (SIC) detection schemes for the asynchronous V-BLAST system, one is characterized by applying Mr successive interference cancellators before a maximal ratio combiner (where Mr is the number of receive antennas), and the other has a maximal ratio combiner before a successive interference cancellator. Since Type Ⅰ consumes more energy of the previously detected signals to recover a signal, Type Ⅱ can offer a better performance and simulations demonstrate its validity. 展开更多
关键词 asynchronous transmission successive interference cancellation (sic vertical Bell Labs architecture of layered space-time (V-BLAST)
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一种基于SIC-CDM的低复杂度混合波束赋形方案
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作者 周围 贺凡 +2 位作者 廖先平 黎婧怡 杨秋艳 《电讯技术》 北大核心 2024年第3期429-435,共7页
为了平衡毫米波大规模多输入多输出系统的性能和硬件开销,降低系统功耗,以频谱效率为优化目标,在部分连接结构下提出了一种收发端联合设计的低复杂度混合波束赋形方案。首先,基于连续干扰消除将原始优化问题转化为多个子阵的速率优化问... 为了平衡毫米波大规模多输入多输出系统的性能和硬件开销,降低系统功耗,以频谱效率为优化目标,在部分连接结构下提出了一种收发端联合设计的低复杂度混合波束赋形方案。首先,基于连续干扰消除将原始优化问题转化为多个子阵的速率优化问题;然后,利用坐标下降法完成模拟波束赋形矩阵设计;最后,引入等效信道矩阵大幅降低矩阵维度,再对其进行奇异值分解获得数字波束赋形矩阵。仿真结果表明,与其他算法相比,所提算法在系统功耗降低的同时保持了较优的性能,且性能逼近部分连接结构的最优方案。 展开更多
关键词 毫米波大规模MIMO 混合波束赋形 坐标下降法(CDM) 连续干扰消除(sic)
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Co-Channel Interference Suppression Techniques for Full Duplex Cellular System 被引量:3
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作者 XIN Yongchao MA Meng +1 位作者 ZHAO Zijun JIAO Bingli 《China Communications》 SCIE CSCD 2015年第S1期18-27,共10页
Co-frequency and co-time full duplex(CCFD) is a promising technique for improving spectral efficiency in next generation wireless communication systems. However, for the applications of CCFD in a cellular network, sev... Co-frequency and co-time full duplex(CCFD) is a promising technique for improving spectral efficiency in next generation wireless communication systems. However, for the applications of CCFD in a cellular network, severe co-channel interference is an essential problem. Specifically, there are two significant interferences, i.e., inter-terminal interference(ITI) and inter-cell interference(ICI), which lead to an obvious performance degradation. In this paper, two techniques are proposed for suppressing the ITI and ICI in a CCFD cellular system, respectively. The first technique is obtained by modeling the three-node CCFD system as the Z-channel. After deriving the sum-capacity of the Z-channel, a sum-capacity-achieving scheme based on successive interference cancellation(SIC) is proposed. The second technique is designed by combining the fractional frequency reuse scheme with CCFD. The performance gains of the proposed two techniques in terms of signalto-interference plus noise ratio(SINR) and sumcapacity are analyzed. Simulation results show that the proposed scheme can achieve significant interference suppression performance and higher system capacity, especially for cell edge users. 展开更多
关键词 co-frequency and co-time full duplex(CCFD) fractional FREQUENCY reuse(FFR) successive interference cancellation(sic) Z-channel
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Throughput analysis of slotted ALOHA with cooperative transmission using successive interference cancellation 被引量:6
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作者 HU YingBo YANG WeiWei CAI YueMing 《Science in China(Series F)》 2009年第12期2354-2359,共6页
With a cross-layer design approach, a novel random access protocol is proposed in this paper, which is based on conventional slotted ALOHA (S-ALOHA) using successive interference cancellation (SIC) technique to se... With a cross-layer design approach, a novel random access protocol is proposed in this paper, which is based on conventional slotted ALOHA (S-ALOHA) using successive interference cancellation (SIC) technique to separate collided packets and cooperative transmission to exploit the physical layer advantages. And a general theoretic analysis model is presented to obtain its throughput, which is also suitable for analyzing the performance of other protocols (such as S-ALOHA and S-ALOHA with cooperative transmission (C-ALOHA)) and is shown to be right and effective. Numerical results demonstrate that the proposed protocol can improve the maximal throughput by 190% and 132% over a Rayleigh fading channel, respectively, as compared with S-ALOHA and C-ALOHA. And the results show that our protocol can provide an effective random access method with high throughput for wireless transmission. 展开更多
关键词 ALOHA successive interference cancellation cooperative transmission THROUGHPUT
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Lattice-Basis Reduction Precoding Based on Successive Interference Cancellation Design for Multiuser MIMO Downlink System
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作者 耿烜 蒋铃鸽 何晨 《Journal of Shanghai Jiaotong university(Science)》 EI 2009年第6期664-667,共4页
Two kinds of lattice-basis reduction precoding schemes based on successive interference cancellation are proposed.The successive interference cancellation(SIC) structure can be obtained by either orthogonal and a righ... Two kinds of lattice-basis reduction precoding schemes based on successive interference cancellation are proposed.The successive interference cancellation(SIC) structure can be obtained by either orthogonal and a right triangular matrix(QR) decomposition,or the Vertical Bell Labs Layered Space Time(VBLAST) algorithm which provides optimal user ordering.Moreover,the extended channel approach is applied to the proposed SIC-based schemes.Simulation results show that the proposed schemes can achieve comparable BER performance to vector precoding(VP). 展开更多
关键词 multiuser multiple-input multiple-output (MIMO) lattice-basis reduction successive interference cancellation (sic extended channel
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Efficient link scheduling with joint power control and successive interference cancellation in wireless networks
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作者 Xuan LI Yan SHI +2 位作者 Xijun WANG Chao XU Min SHENG 《Science China Earth Sciences》 SCIE EI CAS CSCD 2016年第12期19-33,共15页
Existing works have addressed the interference mitigation by any two of the three approaches: link scheduling, power control, and successive interference cancellation(SIC). In this paper, we integrate the above approa... Existing works have addressed the interference mitigation by any two of the three approaches: link scheduling, power control, and successive interference cancellation(SIC). In this paper, we integrate the above approaches to further improve the spectral efficiency of the wireless networks and consider the max-min fairness to guarantee the transmission demand of the worst-case link. We formulate the link scheduling with joint power control and SIC(PCSIC) problem as a mixed-integer non-linear programming(MINLP), which has been proven to be NP-complete. Consequently, we propose an iterative algorithm to tackle the problem by decomposing it into a series of linear subproblems, and then the analysis shows that the algorithm has high complexity in the worst case. In order to reduce the computational complexity, we have further devised a two-stage algorithm with polynomial-time complexity. Numerical results show the performance improvements of our proposed algorithms in terms of the network throughput and power consumption compared with the link scheduling scheme only with SIC. 展开更多
关键词 successive interference cancellation power control mathematical optimization FAIRNESS cross-layerlink scheduling framework
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OSIC检测中高效排序QR分解FPGA实现
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作者 王海麟 冯献礼 +2 位作者 辜方林 高明柯 赵海涛 《数据采集与处理》 CSCD 北大核心 2024年第6期1420-1431,共12页
排序连续干扰消除(Ordered successive interference cancellation,OSIC)是多输入多输出(Multiple input multiple output, MIMO)系统中一种常用的信号检测算法,但该算法的吞吐量、时延等指标受制于信道矩阵逆运算。因此,计算复杂度低... 排序连续干扰消除(Ordered successive interference cancellation,OSIC)是多输入多输出(Multiple input multiple output, MIMO)系统中一种常用的信号检测算法,但该算法的吞吐量、时延等指标受制于信道矩阵逆运算。因此,计算复杂度低且能高速实现矩阵求逆分解预处理是算法硬件实现的关键。本文采用对信道矩阵进行排序正交三角(Orthogonal triangle, QR)分解的矩阵预处理硬件加速方案,其中排序过程引入对复值1范数的快速估计方法消除复数模计算,QR分解过程利用深度流水化坐标旋转数字计算(Coordinate rotation digital computer, CORDIC)迭代方法消除Givens旋转过程中的元素矢量化,计算置零旋转角度,实现了面向QR分解的可复用Givens旋转结构的流水线电路结构设计,使矩阵分解过程中无需乘法器。仿真结果表明,本文所提OSIC改进算法误比特率性能与基于信噪比的OSIC检测算法性能基本一致,所提的基于CORDIC迭代的Givens旋转结构能够高度分时复用,显著提升系统并行度并极大减少资源占用,系统设计时钟最高能达到250 MHz,矩阵分解吞吐量能达到1.88 M Matrices/s,能够满足4天线及以上MIMO系统接收端吞吐量和时延需求。 展开更多
关键词 多输入多输出信号检测 排序连续干扰消除 排序QR分解 Givens旋转 现场可编程门阵列
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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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联合SIC和QRD-M树搜索的低复杂度VBLAST检测算法 被引量:4
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作者 熊春林 王德刚 +1 位作者 刘伟 魏急波 《信号处理》 CSCD 北大核心 2009年第5期746-750,共5页
联合SIC和QRD-M树搜索,提出一种低复杂度的VBLAST检测算法:SQRM-SIC算法。该算法基于信道矩阵的排序QR分解(SQRD),首先对搜索树前几层采用QRD-M检测,然后对后续层进行SIC检测,获得了检测信号列表。在所提算法基础上,通过修改SQRD算法中... 联合SIC和QRD-M树搜索,提出一种低复杂度的VBLAST检测算法:SQRM-SIC算法。该算法基于信道矩阵的排序QR分解(SQRD),首先对搜索树前几层采用QRD-M检测,然后对后续层进行SIC检测,获得了检测信号列表。在所提算法基础上,通过修改SQRD算法中的排序规则,得到MSQRM-SIC算法。复杂度分析和性能仿真表明,通过调整参数,SQRM-SIC算法和MSQRM-SIC算法都可获得较好的复杂度和性能折衷。其中,后者性能明显优于前者;且后者与QRDM算法相比,可以有效降低复杂度,而基本不损失性能。 展开更多
关键词 VBLAST系统 连续干扰抵消(sic) QRD-M树搜索 排序QR分解
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基于SIC的单通道同频混合信号低复杂度盲分离算法 被引量:3
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作者 郭一鸣 杨勇 +1 位作者 张冬玲 彭华 《信号处理》 CSCD 北大核心 2015年第7期860-866,共7页
针对非协作通信中单通道同频混合信号盲分离算法复杂度高的问题,本文在连续干扰抵消(Serial Interference Cancellation,SIC)算法基础上,构建了单通道同频混合信号的信道接收模型,提出了基于SIC的低复杂度盲分离算法。并对信道重构中的... 针对非协作通信中单通道同频混合信号盲分离算法复杂度高的问题,本文在连续干扰抵消(Serial Interference Cancellation,SIC)算法基础上,构建了单通道同频混合信号的信道接收模型,提出了基于SIC的低复杂度盲分离算法。并对信道重构中的信道截断影响进行了处理,避免了分离性能的损失。仿真结果表明,QPSK调制方式下分离性能与已有算法性能相当,但复杂度降低了2/3,且算法对频偏误差不敏感。 展开更多
关键词 单通道盲分离 连续干扰抵消 信道重构 低复杂度
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多天线系统中基于QR分解的混合SIC/PIC检测 被引量:2
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作者 郑勇 冯大政 《系统工程与电子技术》 EI CSCD 北大核心 2010年第8期1582-1585,共4页
提出了一种有效并且数值稳定的、基于QR分解的垂直分层空时码(vertical layered space-time code,V-BLAST)检测算法。在信道矩阵QR分解得到的上三角矩阵中,先检测的信号具有更高的分集度,然而传统的基于QR分解的算法由于没有利用这种潜... 提出了一种有效并且数值稳定的、基于QR分解的垂直分层空时码(vertical layered space-time code,V-BLAST)检测算法。在信道矩阵QR分解得到的上三角矩阵中,先检测的信号具有更高的分集度,然而传统的基于QR分解的算法由于没有利用这种潜在的分集,通常性能要低于其他连续干扰消除(successive interference cancellation,SIC)算法。新算法在每一干扰消除阶段引入并行干扰消除(parallel interference cancellation,PIC),对已估计的各个分量进行更新,有效减少现有连续干扰消除类算法存在的误差传递问题。仿真表明新算法性能明显优于传统基于最小均方误差(minimum mean square error,MMSE)的连续干扰消除算法性能,且算法复杂度依检测顺序的确定方法不同而略高于或低于MMSE算法。 展开更多
关键词 垂直分层空时码 QR分解 连续干扰消除 并行干扰消除
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基于分组的ML-SIC的MIMO联合检测算法 被引量:1
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作者 周围 吴敏子 +1 位作者 李佳 王盈君遥 《电视技术》 北大核心 2013年第15期126-128,共3页
在MIMO检测算法中,串行干扰抵消算法(SIC)会引起误差传递。针对这一问题提出分组检测,结合最优检测算法最大似然检测(ML)保证前面层检测出信号的准确性,减小误差传递。仿真结果表明,ML-SIC的联合检测算法能有效减少误差传递,增加系统整... 在MIMO检测算法中,串行干扰抵消算法(SIC)会引起误差传递。针对这一问题提出分组检测,结合最优检测算法最大似然检测(ML)保证前面层检测出信号的准确性,减小误差传递。仿真结果表明,ML-SIC的联合检测算法能有效减少误差传递,增加系统整体性能。 展开更多
关键词 MIMO 最大似然检测 串行干扰抵消
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OFDMA上行链路SIC方法及性能分析
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作者 王卫兵 朱秋萍 徐心毅 《北京邮电大学学报》 EI CAS CSCD 北大核心 2009年第1期24-28,共5页
提出一种基于信噪比最优顺序的正交频分多址(OFDMA)上行链路快速串行干扰消除(SIC)方法.该方法利用干扰矩阵的各列近似正交特性,按照它们的相关程度,得到解调后信噪比最优的串行干扰消除子载波排列,避免了伪逆矩阵的求解,具有解调后各... 提出一种基于信噪比最优顺序的正交频分多址(OFDMA)上行链路快速串行干扰消除(SIC)方法.该方法利用干扰矩阵的各列近似正交特性,按照它们的相关程度,得到解调后信噪比最优的串行干扰消除子载波排列,避免了伪逆矩阵的求解,具有解调后各子载波上信号的信噪比联合最优、计算量低的特点,且可应用在任何子载波分配策略中.理论分析了OFDMA上行链路中各用户存在频偏时系统性能的下降.计算机仿真结果表明,该SIC方法能减小系统误码率. 展开更多
关键词 正交频分多址 串行干扰消除 多用户干扰 载波间干扰
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VMIMO系统基于MMSE-SIC接收机的配对调度策略
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作者 王晓婷 王文博 范斌 《北京邮电大学学报》 EI CAS CSCD 北大核心 2008年第5期126-130,共5页
提出了一种应用于虚拟多输入多输出(VMIMO)系统中基于最小均方误差串行干扰消除(MMSE-SIC)接收机的分组可调公平配对调度算法.算法通过比例公平(PF)调度选取首用户,并采用分组与所设计的可调度量准则相结合的方式选择配对用户.仿真结果... 提出了一种应用于虚拟多输入多输出(VMIMO)系统中基于最小均方误差串行干扰消除(MMSE-SIC)接收机的分组可调公平配对调度算法.算法通过比例公平(PF)调度选取首用户,并采用分组与所设计的可调度量准则相结合的方式选择配对用户.仿真结果表明,该算法能够在开发多用户分集增益的同时,利用MMSE-SIC接收机的特点使小区边缘用户的服务质量得到提高.并且通过可调系数获得系统吞吐量与用户公平性之间的平衡. 展开更多
关键词 虚拟多输入多输出 串行干扰消除 配对调度
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空时编码的MIMO系统中空时SIC多用户检测
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作者 单红梅 胡光锐 《上海交通大学学报》 EI CAS CSCD 北大核心 2006年第1期59-61,65,共4页
针对空时编码的多输入多输出系统,对传统的串行干扰对消算法进行了改进,提出了空时两步法连续干扰对消多用户检测方法.通过使所有用户进行全干扰对消,从而检测期望用户的信号并抑制多址干扰.模拟结果表明,该方法和其他的多用户检测方法... 针对空时编码的多输入多输出系统,对传统的串行干扰对消算法进行了改进,提出了空时两步法连续干扰对消多用户检测方法.通过使所有用户进行全干扰对消,从而检测期望用户的信号并抑制多址干扰.模拟结果表明,该方法和其他的多用户检测方法相比具有一定的优越性. 展开更多
关键词 空时全干扰对消 多用户检测 空时编码 多输入多输出
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MIMO系统中基于代价函数和排序模式的MMSE SIC检测器
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作者 杨雅颂 胡杰 《计算机测量与控制》 2023年第1期22-29,共8页
针对多输入多输出空间多路复用系统,提出了一种基于代价函数和排序模式的多个并行分支的最小均方误差连续干扰消除检测器;具体而言,设计了选择规则来选择代价函数性能最好的分支,并通过利用不同的检测排序模式使得每个分支中的SIC算法... 针对多输入多输出空间多路复用系统,提出了一种基于代价函数和排序模式的多个并行分支的最小均方误差连续干扰消除检测器;具体而言,设计了选择规则来选择代价函数性能最好的分支,并通过利用不同的检测排序模式使得每个分支中的SIC算法按照信号干扰噪声比由高到低来检测信号,从而实现完全检测分集;为了进一步降低算法的计算复杂度,还提出了一种采用递归最小二乘算法的有效自适应接收机来更新滤波器权值向量,从而获得基于递归最小二乘算法的MB-SIC接收机的自适应实现;此外,还对提出的检测器在比特差错概率性能方面进行了分析;仿真结果表明,相比于现有的检测算法,提出的算法不仅具有较低的计算复杂度,而且能获得更好的误码率性能。 展开更多
关键词 多输入多输出系统 分集增益 连续干扰消除 代价函数 最小均方误差 选择规则 误码率
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一种新的QR-SIC-MSD联合MIMO信号检测算法 被引量:5
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作者 赵飞 王炎 《数据采集与处理》 CSCD 北大核心 2010年第4期500-504,共5页
针对MIMO信号检测中球形译码(Sphere decoding,SD)算法在低信噪比时接近最大似然(Maximum likelihood,ML)算法复杂度的缺点,提出了一种基于QR分解的串行干扰抵消(Successive interference cancellation,SIC)和修改的球形译码(Modified s... 针对MIMO信号检测中球形译码(Sphere decoding,SD)算法在低信噪比时接近最大似然(Maximum likelihood,ML)算法复杂度的缺点,提出了一种基于QR分解的串行干扰抵消(Successive interference cancellation,SIC)和修改的球形译码(Modified sphere decoding,MSD)联合MIMO信号检测算法,称之为QR-SIC-MSD算法。该算法在低信噪比时采用SIC算法,在高信噪比时,采用MSD算法,根据噪声方差仅选择一次初始搜索半径,若搜索失败则用SIC解代替。通过SIC算法与MSD算法的结合,大大地降低了球形译码算法的复杂性,同时保证了在中高信噪比时逼近ML算法性能,在低信噪比时接近ML算法性能。文中同时给出了完整的算法流程图及计算机仿真结果。 展开更多
关键词 QR分解 串行干扰抵消 MIMO信号检测 球形译码 QR—sic—MSD算法
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