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Impact of channel estimation error on channel capacity of multiple input multiple output system
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作者 王君 朱世华 王磊 《Journal of Pharmaceutical Analysis》 SCIE CAS 2007年第2期131-134,148,共5页
In order to investigate the impact of channel estimation error on channel capacity of multiple input multiple output (MIMO) system, a novel method is proposed to explore the channel capacity in correlated Rayleigh fad... In order to investigate the impact of channel estimation error on channel capacity of multiple input multiple output (MIMO) system, a novel method is proposed to explore the channel capacity in correlated Rayleigh fading environment. A system model is constructed based on the channel estimation error at receiver side. Using the properties of Wishart distribution, the lower bound of the channel capacity is derived when the MIMO channel is of full rank. Then a method is proposed to select the optimum set of transmit antennas based on the lower bound of the mean channel capacity. The novel method can be easily implemented with low computational complexity. The simulation results show that the channel capacity of MIMO system is sensitive to channel estimation error, and is maximized when the signal-to-noise ratio increases to a certain point. Proper selection of transmit antennas can increase the channel capacity of MIMO system by about 1 bit/s in a flat fading environment with deficient rank of channel matrix. 展开更多
关键词 Multiple input Multiple Output channel capacity spatial correlation antenna selection
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Channel capacity of multiple-input multiple-output systems with transmit and receive correlation
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作者 Wang Jun Zhu Shihua +1 位作者 Wang Lei Liu Fang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第1期21-26,共6页
In order to investigate the impact of channel model parameters on the channel capacity of a multipleinput multiple-output (MIMO) system, a novel method is proposed to explore the channel capacity under Rayleigh fiat... In order to investigate the impact of channel model parameters on the channel capacity of a multipleinput multiple-output (MIMO) system, a novel method is proposed to explore the channel capacity under Rayleigh fiat fading with correlated transmit and receive antennas. The optimal transmitting direction which can achieve maximum channel capacity is derived using random matrices theory. In addition, the closed-form expression for the channel capacity of MIMO systems is given by utilizing the properties of Wishart distribution when SNR is high. Computer simulation results show that the channel capacity is maximized when the antenna spacing increases to a certain point, and furthermore, the larger the scattering angle is, the more quickly the channel capacity converges to its maximum. At high SNR (〉12 dB), the estimation of capacity is close to its true wlue. And, when the same array configuration is adopted both at the transmitter and the receiver, the UCA yields higher channel capacity than ULA. 展开更多
关键词 multiple input multiple output channel capacity spatial correlation channel state information
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A new layered space-time detection algorithm for frequency selective fading multiple-input multiple-output channels based on particle filter 被引量:1
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作者 杜正聪 唐斌 刘立新 《Chinese Physics B》 SCIE EI CAS CSCD 2006年第11期2481-2488,共8页
In this paper, a new observation equation of non-Gaussian frequency selective fading Bell Labs layered space time (BLAST) architecture system is proposed, which is used for frequency selective fading channels and no... In this paper, a new observation equation of non-Gaussian frequency selective fading Bell Labs layered space time (BLAST) architecture system is proposed, which is used for frequency selective fading channels and non-Gaussian noise in an application environment of BLAST system. With othogonal matrix triangularization (QR decomposition) of the channel matrix, the static observation equation of frequency selective fading BLAST system is transformed into a dynamic state space model, and then the particle filter is used for space-time layered detection. Making the full use of the finite alphabet of the digital modulation communication signal, the optimal proposal distribution can be chosen to produce particle and update the weight. Incorporated with current method of reducing error propagation, a new space-time layered detection algorithm is proposed. Simulation result shows the validity of the proposed algorithm. 展开更多
关键词 particle filter multiple-input multiple-output layered space-time structure frequency selective fading channels
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双IRS辅助太赫兹大规模MIMO系统的宽带信道估计方案
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作者 梁彦 李宝龙 +1 位作者 魏浩章 李飞 《系统工程与电子技术》 北大核心 2026年第1期361-371,共11页
在太赫兹(terahertz,THz)大规模多输入多输出(multiple-input multiple-output,MIMO)系统中部署双智能反射面(intelligent reflecting surface,IRS)能够带来更高的波束增益,为应对THz信道的严重路径损耗提供了一种有效的解决方案。针对... 在太赫兹(terahertz,THz)大规模多输入多输出(multiple-input multiple-output,MIMO)系统中部署双智能反射面(intelligent reflecting surface,IRS)能够带来更高的波束增益,为应对THz信道的严重路径损耗提供了一种有效的解决方案。针对双IRS辅助THz大规模MIMO系统的信道估计问题,提出一种基于宽带字典的低复杂度、低导频开销的信道估计方案。首先,构建了与子载波频率相关的宽带字典。然后,基于信道的稀疏结构针对IRS的反射链路进行角度估计,获得级联信道中基站和IRS的角度信息。最后,根据角度估计结果进行宽带字典矩阵压缩,并基于正交匹配追踪算法完成多用户的宽带级联信道估计。仿真结果表明,所提出的信道估计方案能够在保证信道估计精度的前提下,有效地减少导频开销并降低了25%的计算复杂度。 展开更多
关键词 智能反射面 太赫兹 大规模多输入多输出 宽带信道估计
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MIMO Channel Measurement and Characterization at 6.0-6.4 GHz Under Typical Classroom Environment 被引量:3
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作者 Ji-Liang Zhang Yang Wang +2 位作者 Li-Qin Ding Xiao-Min Huang Nai-Tong Zhang 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2014年第1期69-76,共8页
An extensive 4 x 4 MIMO channel measurement is carried out at 6. 0-6. 4 GHz under a typical classroom environment with channel sounder based on vector network analyzer. Both LOS and NLOS scenarios are considered. The ... An extensive 4 x 4 MIMO channel measurement is carried out at 6. 0-6. 4 GHz under a typical classroom environment with channel sounder based on vector network analyzer. Both LOS and NLOS scenarios are considered. The results on path loss, delay spread and spatial correlation are presented. The measurement shows that, for corridor coverage, 2x2 MIMO is more economical than 4x4 MIMO due to high correlation. In order to identify the unique characteristics at the high frequency band, the measured channel parameters at 6. 0-6.4 GHz are compared with those at 2. 45 GHz. The comparison shows that the shortened wavelength of this higher frequency band results in a great difference of channel characteristics. Therefore, our measurement results provide new gnidance for the design and development of the system working on 6. 0-6.4 GHz band. 展开更多
关键词 6. 0-6.4 GHz muhi-input multi-output (MIMO) channel measurement channel characteristics
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伪三维卷积注意力网络的多步信道预测
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作者 陶静 侯萌 +5 位作者 彭薇 张国彦 戴佳明 刘卫明 王海东 王臻 《电子与信息学报》 北大核心 2026年第1期394-403,共10页
现有大规模MIMO信道预测多以广义平稳假设为前提,且多采用单步预测。面对非平稳场景,单步结果极易失效,频繁迭代亦显著抬高导频开销。为此,该文构建一套融合伪三维卷积(P3D)与注意力模块的时频联合多步预测框架。该方案以伪三维卷积替... 现有大规模MIMO信道预测多以广义平稳假设为前提,且多采用单步预测。面对非平稳场景,单步结果极易失效,频繁迭代亦显著抬高导频开销。为此,该文构建一套融合伪三维卷积(P3D)与注意力模块的时频联合多步预测框架。该方案以伪三维卷积替代3D卷积实现信道状态信息(CSI)在时域与频域的高效特征提取,并叠加通道与空间的混合注意力(CBAM),增强网络对全局依赖的表征能力,从而提升预测精度。基于实测信道的实验验证显示,该方法在多步预测任务上具有明显优势。与此同时,结合迁移学习思路,完成了由单天线到多天线场景的平滑扩展。 展开更多
关键词 大规模MIMO 多步信道状态信息预测 伪三维卷积 混合注意力 时频联合特征
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Impact of Depolarization Phenomena on Polarized MIMO Channel Performances 被引量:2
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作者 Nuttapol PRAYONGPUN Kosai RAOOF 《International Journal of Communications, Network and System Sciences》 2008年第2期124-129,共6页
The performance and capacity of multiple-input multiple-output (MIMO) wireless channels are limited by the spatial fading correlation between antenna elements. This limitation is due to the use of mono polarized anten... The performance and capacity of multiple-input multiple-output (MIMO) wireless channels are limited by the spatial fading correlation between antenna elements. This limitation is due to the use of mono polarized antennas at receiver and transmitter sides. In this paper, in order to reduce the antenna correlation, the polarization diversity technique is employed. Although the spatial antenna correlation is attenuated for multi-polarization configurations, the cross-polar components appear. This paper highlights the impact of depolarization effect on the MIMO channel capacity for a 4&amp;amp;amp;#215;4 uniform linear antenna array. We assume that the channel is unknown at the transmitter and perfectly known at the receiver so that equal power is distributed to each of the transmit antennas. The numerical results illustrate that for low depolarization and spatial correlation, the capacity of single-polarization configuration behaves better than that of multi-polarization configuration. 展开更多
关键词 MULTIPLE-input Multiple-output (MIMO) channel Capacity Spatial FADING Correlation Multi-polarized Antenna Arrays DEPOLARIZATION Effects.
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Hybrid pilots assisted channel estimation algorithm for MIMO-OFDM systems 被引量:4
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作者 Yang Zhang diandong Li Lihua Pang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第5期721-728,共8页
A hybrid pilots assisted channel estimation algorithm for multiple input multiple output(MIMO) orthogonal frequency division multiplexing(OFDM) systems under low signal-to-noise ratio(SNR) and arbitrary Doppler ... A hybrid pilots assisted channel estimation algorithm for multiple input multiple output(MIMO) orthogonal frequency division multiplexing(OFDM) systems under low signal-to-noise ratio(SNR) and arbitrary Doppler spread scenarios is proposed.Motivated by the dissatisfactory performance of the optimal pilots(OPs) designed under static channels over multiple OFDM symbols imposed by fast fading channels,the proposed scheme first assumes that the virtual pilot tones superimposed at data locations over specific subcarriers are transmitted from all antennas,then the virtual received pilot signals at the corresponding locations can be obtained by making full use of the time and frequency domain correlations of the frequency responses of the time varying dispersive fading channels and the received signals at pilot subcarriers,finally the channel parameters are derived from the combination of the real and virtual received pilot signals over one OFDM symbol based on least square(LS) criterion.Simulation results illustrate that the proposed method is insensitive to Doppler spread and can effectively ameliorate the mean square error(MSE) floor inherent to the previous method,meanwhile its performance outmatches that of OPs at low SNR region under static channels. 展开更多
关键词 channel estimation multiple input multiple output(MIMO) orthogonal frequency division multiplexing(OFDM) optimal pilot time varying dispersive fading channel.
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Mobile channel estimation for MU-MIMO systems using KL expansion based extrapolation 被引量:1
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作者 Donghua Chen Hongbing Qiu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第3期349-354,共6页
In multi-user multiple input multiple output (MU-MIMO) systems, the outdated channel state information at the transmit- ter caused by channel time variation has been shown to greatly reduce the achievable ergodic su... In multi-user multiple input multiple output (MU-MIMO) systems, the outdated channel state information at the transmit- ter caused by channel time variation has been shown to greatly reduce the achievable ergodic sum capacity. A simple yet effec- tive solution to this problem is presented by designing a channel extrapolator relying on Karhunen-Loeve (KL) expansion of time- varying channels. In this scheme, channel estimation is done at the base station (BS) rather than at the user terminal (UT), which thereby dispenses the channel parameters feedback from the UT to the BS. Moreover, the inherent channel correlation and the parsimonious parameterization properties of the KL expan- sion are respectively exploited to reduce the channel mismatch error and the computational complexity. Simulations show that the presented scheme outperforms conventional schemes in terms of both channel estimation mean square error (MSE) and ergodic capacity. 展开更多
关键词 channel estimation multiple input multiple output (MIMO) Karhunen-Loeve (KL) expansion minimum mean square error (MMSE).
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Lattice-reduction-aided MMSE precoding for correlated MIMO channels and performance analysis 被引量:1
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作者 Rui Chen Jiandong Li Changle Li Wei Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第1期16-23,共8页
The lattice-reduction (LR) has been developed to im- prove the performance of the zero-forcing (ZF) precoder in multiple input multiple output (MIMO) systems. Under the assumptions of uncorrelated flat fading ch... The lattice-reduction (LR) has been developed to im- prove the performance of the zero-forcing (ZF) precoder in multiple input multiple output (MIMO) systems. Under the assumptions of uncorrelated flat fading channel model and perfect channel state information at the transmitter (CSIT), an LR-aided ZF precoder is able to collect the full transmit diversity. With the complex Lenstra- Lenstra-Lov^sz (LLL) algorithm and limited feedforward structure, an LR-aided linear minimum-mean-square-error (LMMSE) pre- coder for spatial correlated MIMO channels and imperfect CSIT is proposed to achieve lower bit error rate (BER). Assuming a time division duplexing (TDD) MIMO system, correlated block flat fad- ing channel and LMMSE uplink channel estimator, it is proved that the proposed LR-aided LMMSE precoder can also obtain the full transmit diversity through an analytical approach. Furthermore, the simulation results show that with the quadrature phase shift keying (QPSK) modulation at the transmitter, the uncoded and coded BERs of the LR-aided LMMSE precoder are lower than that of the traditional LMMSE precoder respectively when Eb-No is greater than 10 dB and 12 dB at all correlation coefficients. 展开更多
关键词 multiple input multiple output (MIMO) lattice reduction correlated channel linear precoding.
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Factor-graph-based iterative channel estimation and signal detection algorithm over time-varying frequency-selective fading channels
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作者 赵宏杰 武楠 +2 位作者 王华 李智信 匡镜明 《Journal of Beijing Institute of Technology》 EI CAS 2015年第4期494-500,共7页
The problem of soft-input so,output ( SISO ) detection for time-varying frequency-selec- tive fading channels is considered. Based on a suitably-designed factor graph and the sum-product al- gorithm, a low-complexit... The problem of soft-input so,output ( SISO ) detection for time-varying frequency-selec- tive fading channels is considered. Based on a suitably-designed factor graph and the sum-product al- gorithm, a low-complexity iterative message passing scheme is proposed for joint channel estima- tion, equalization and decoding. Two kinds of schedules (parallel and serial) are adopted in message updates to produce two algorithms with different latency. The computational complexity per iteration of the proposed algorithms grows only linearly with the channel length, which is a significantly de- crease compared to the optimal maximum a posteriori (MAP) detection with the exponential com- plexity. Computer simulations demonstrate the effectiveness of the proposed schemes in terms of bit error rate performance. 展开更多
关键词 factor graph message passing frequency-selective fading channel soft-input soft-out-put (SISO) detection turbo equalization
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内容平台多主体参与UGC的要素投入与收益共享研究 被引量:1
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作者 孙树垒 杨文娟 +1 位作者 姚佳 朱忆 《西安理工大学学报》 北大核心 2025年第4期560-571,共12页
流量加速变现与内容质量提升的冲突推动了用户生产内容(UGC)向专业用户生产内容(PUGC)的演化,多主体参与UGC模式成为内容平台的重要创作形式,平台价值创造结构和收益共享机制日益复杂。为揭示多主体参与UGC模式的价值创造与收益共享机制... 流量加速变现与内容质量提升的冲突推动了用户生产内容(UGC)向专业用户生产内容(PUGC)的演化,多主体参与UGC模式成为内容平台的重要创作形式,平台价值创造结构和收益共享机制日益复杂。为揭示多主体参与UGC模式的价值创造与收益共享机制,通过构建创作者、MCN(multi-channel network)机构和平台的多阶段动态博弈模型,剖析了三方的要素投入水平与收益共享规律。研究发现:在线性产出情形下,内容平台任一主体的要素投入水平和最优收益共享比例都会随各自产出系数的增加而增加,随各自成本系数的增加而减少;平台与MCN机构二者的要素投入水平和收益共享比例随对方产出系数的增加而增加,随对方成本系数的增加而减少。在Cobb-Douglas产出情形下,平台最优收益共享比例与创作者和MCN机构的产出系数成反比,MCN机构最优收益共享比例仅由创作者的产出系数决定;随着各主体产出系数的增加,依赖于参数取值的不同,各主体要素投入水平的变化具有非单调性和非线性的双重特点。 展开更多
关键词 内容平台 多渠道网络机构 要素投入 收益共享
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Improved H-infinity channel estimator based on EM for MIMO-OFDM systems 被引量:1
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作者 Peng xu Jinkuan Wang Feng Qi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第4期572-578,共7页
H-infinity estimator is generally implemented in timevariant state-space models, but it leads to high complexity when the model is used for multiple input multiple output with orthogo- hal frequency division multiplex... H-infinity estimator is generally implemented in timevariant state-space models, but it leads to high complexity when the model is used for multiple input multiple output with orthogo- hal frequency division multiplexing (MIMO-OFDM) systems. Thus, an H-infinity estimator over time-invariant system models is pro- posed, which modifies the Krein space accordingly. In order to avoid the large matrix inversion and multiplication required in each OFDM symbol from different transmit antennas, expectation maximization (EM) is developed to reduce the high computational load. Joint estimation over multiple OFDM symbols is used to resist the high pilot overhead generated by the increasing number of transmit antennas. Finally, the performance of the proposed estimator is enhanced via an angle-domain process. Through performance analysis and simulation experiments, it is indicated that the pro- posed algorithm has a better mean square error (MSE) and bit error rate (BER) performance than the optimal least square (LS) estimator. Joint estimation over multiple OFDM symbols can not only reduce the pilot overhead but also promote the channel performance. What is more, an obvious improvement can be obtained by using the angle-domain filter. 展开更多
关键词 multiple input multiple output (MIMO) orthogonalfrequency division multiplexing (OFDM) channel estimation H-INFINITY expectation maximization (EM) angle domain.
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Extended Kalman filtering-based channel estimation for space-time coded MIMO-OFDM systems 被引量:5
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作者 梁永明 罗汉文 黄建国 《Journal of Shanghai University(English Edition)》 CAS 2007年第5期469-473,共5页
A space-time coded multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) system is considered as a solution to the future wideband wireless communication system. This paper proposes a... A space-time coded multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) system is considered as a solution to the future wideband wireless communication system. This paper proposes an extended Kalman filtering-based (EKF-based) channel estimation method for space-time coded MIMO-OFDM systems. The proposed method can exploit pilot symbols and an extended Kalman filter to estimate channel without any prior knowledge of channel statistics. In comparison with the least square (LS) and the least mean square (LMS) methods, the EKF-based approach has a better performance in theory. Computer simulations demonstrate the proposed method outperforms the LS and LMS methods. Therefore it can offer draznatic system performance improvement at a modest cost of computational complexity. 展开更多
关键词 multiple-input multiple-output orthogonal frequency-division multiplexing (MIMO-OFDM) channel estimation extended Kalman filtering (EKF) least mean square (LMS).
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Novel Channel Estimation Method in Broadband MIMO-OFDM Systems 被引量:1
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作者 焦慧颖 安建平 《Journal of Beijing Institute of Technology》 EI CAS 2007年第3期290-294,共5页
A least square (IS) parametric channel estimation method in broadband mt/ltiple input multiple output (MIMO) orthogonal frequency division multiplexing (OFDM) systems is proposed. The mean square error (MSE) p... A least square (IS) parametric channel estimation method in broadband mt/ltiple input multiple output (MIMO) orthogonal frequency division multiplexing (OFDM) systems is proposed. The mean square error (MSE) performance using optimal training pilots is also given, which proves the method can improve the estimation precision greatly in sparse channel.. Since such method needs the multi-path time delays information of the channel, the probabilistic data association (PDA) method is employed to estimate the time delay of each path. Simulation results show that both the bit error rate (BER) and the MSE performance of the proposed method are better than the traditional LS channel estimation method. 展开更多
关键词 multiple input multiple output (MIMO) orthogonal frequency division multiplexing (OFDM) channel estimation parametric channel model time delay estimation
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Evaluation of Preamble Based Channel Estimation for MIMO-FBMC Systems 被引量:2
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作者 Sohail Taheri Mir Ghoraishi +2 位作者 XIAO Pei CAO Aijun GAO Yonghong 《ZTE Communications》 2016年第4期3-10,共8页
Filter-bank multicarrier (FBMC) with offset quadrature amplitude modulation (OQAM) is a candidate waveform for future wireless communications due to its advantages over orthogonal frequency division multiplexing ... Filter-bank multicarrier (FBMC) with offset quadrature amplitude modulation (OQAM) is a candidate waveform for future wireless communications due to its advantages over orthogonal frequency division multiplexing (OFDM) systems. However, because of or-thogonality in real field and the presence of imaginary intrinsic interference, channel estimation in FBMC is not as straightforward as OFDM systems especially in multiple antenna scenarios. In this paper, we propose a channel estimation method which employs intrinsic interference cancellation at the transmitter side. The simulation results show that this method has less pilot overhead, less peak to average power ratio (PAPR), better bit error rate (BER), and better mean square error (MSE) performance compared to the well-known intrinsic approximation methods (IAM). 展开更多
关键词 channel estimation filter-bank multicarrier (FBMC) multiple-input multiple-output (MIMO) offset quadrature amplitude modula-tion (OQAM) wireless communication
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基于多尺度注意力轻量化网络的信道状态信息反馈方法
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作者 刘庆利 谢佳骏 《电讯技术》 北大核心 2025年第9期1363-1372,共10页
针对大规模多输入多输出系统中信道状态信息在反馈时重构精度低、复杂度高的问题,提出了一种基于注意力机制的反馈方法。首先,考虑到信道状态信息矩阵数据分布特点,采用一种高效多尺度注意力模块提取信道状态信息矩阵局部和全局的特征,... 针对大规模多输入多输出系统中信道状态信息在反馈时重构精度低、复杂度高的问题,提出了一种基于注意力机制的反馈方法。首先,考虑到信道状态信息矩阵数据分布特点,采用一种高效多尺度注意力模块提取信道状态信息矩阵局部和全局的特征,并关注重要数据点的分布,提升网络模型的特征学习能力。其次,使用增强的可重参数化的卷积替代普通的卷积核,提升卷积对于局部特征的提取能力,使整个神经网络自编码器在保持轻量化的基础上达到更高的压缩重构精度。仿真结果表明,与轻量化网络CRNet和ACRNet-1x相比,所提出的网络模型在复杂度方面分别平均降低了19%和5%,重构精度分别平均提高了3%和8%,同时展现出了更好的鲁棒性。 展开更多
关键词 大规模MIMO 信道状态信息反馈 神经网络自编码器 高效多尺度注意力 轻量化网络
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车间流水线场景下基于随机森林的多元输入信道路径损耗模型研究 被引量:1
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作者 余雨 丁文慧 +4 位作者 严伟 徐晨 许恒飞 杨洁 张云萱 《南京邮电大学学报(自然科学版)》 北大核心 2025年第4期12-20,共9页
针对车间流水线复杂环境中的信道建模需求,结合多维特征数据与随机森林方法,提出了一种多元输入路径损耗模型。首先,通过射线追踪技术获取多维度特征数据,利用决策树集成方法实现路径损耗的精准预测。然后,分析了随机森林超参数对模型... 针对车间流水线复杂环境中的信道建模需求,结合多维特征数据与随机森林方法,提出了一种多元输入路径损耗模型。首先,通过射线追踪技术获取多维度特征数据,利用决策树集成方法实现路径损耗的精准预测。然后,分析了随机森林超参数对模型性能的影响,并给出了模型参数提取方法。此外,与三维模型、人工神经网络模型、深度神经网络模型、对数距离模型及3GPP TR 38.901模型的对比表明,该模型在路径损耗预测精度、计算效率及可扩展性方面具有一定优势。最后,为验证所提出模型的泛化性能,将该模型应用于其他结构工厂和不同频段,结果表明模型的准确度仍较高,适用于类似场景。所提出方法能够有效应对工业车间复杂环境下的无线信道特性建模需求,为复杂工业环境下无线通信链路的设计与性能优化提供了可靠支持,并具有广泛的实际应用前景。 展开更多
关键词 随机森林 路径损耗 多元输入 信道模型 工厂环境 流水线
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基于自适应梯度匹配追踪算法的超大规模多输入多输出混合场信道估计
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作者 刘占军 宋云鹏 王盛宝 《计算机应用》 北大核心 2025年第12期3931-3938,共8页
针对第六代无线通信技术(6G)网络中超大规模多输入多输出(XL-MIMO)系统在混合场信道估计中面临的高复杂度和低精度问题,提出一种自适应梯度匹配追踪(AGMP)算法。首先,利用角域变换矩阵估计远场分量,并利用极域变换矩阵估计近场分量,从... 针对第六代无线通信技术(6G)网络中超大规模多输入多输出(XL-MIMO)系统在混合场信道估计中面临的高复杂度和低精度问题,提出一种自适应梯度匹配追踪(AGMP)算法。首先,利用角域变换矩阵估计远场分量,并利用极域变换矩阵估计近场分量,从而将信道估计问题转化为稀疏重构问题;其次,在估计分量的过程中,采用最小均方(LMS)算法,并结合自适应梯度搜索策略,通过动态调整步长参数优化路径分量估计,并迭代逼近最小均方误差(MMSE)目标,从而优化信道估计过程;最后,通过角域和极域变换矩阵重建整个混合场信道,从而完成混合场信道的精确估计。仿真实验结果表明,在低信噪比(SNR)环境下,与正交匹配追踪(OMP)算法相比,所提算法的可达速率提升了约20.46%。此外,随着用户设备(UE)天线数量的增加,在多天线环境下,所提算法的归一化均方误差(NMSE)相较于OMP算法降低了约1.2 dB。可见,所提算法在低SNR和多天线UE环境下能获得更好的估计性能。 展开更多
关键词 超大规模多输入多输出 信道估计 混合场 自适应搜索 梯度下降
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Total ionizing dose effect in an input/output device for flash memory
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作者 刘张李 胡志远 +5 位作者 张正选 邵华 陈明 毕大炜 宁冰旭 邹世昌 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第12期187-191,共5页
Input/output devices for flash memory are exposed to gamma ray irradiation. Total ionizing dose has been shown great influence on characteristic degradation of transistors with different sizes. In this paper, we obser... Input/output devices for flash memory are exposed to gamma ray irradiation. Total ionizing dose has been shown great influence on characteristic degradation of transistors with different sizes. In this paper, we observed a larger increase of off-state leakage in the short channel device than in long one. However, a larger threshold voltage shift is observed for the narrow width device than for the wide one, which is well known as the radiation induced narrow channel effect. The radiation induced charge in the shallow trench isolation oxide influences the electric field of the narrow channel device. Also, the drain bias dependence of the off-state leakage after irradiation is observed, which is called the radiation enhanced drain induced barrier lowing effect. Finally, we found that substrate bias voltage can suppress the off-state leakage, while leading to more obvious hump effect. 展开更多
关键词 input/output device oxide trapped charge radiation induced narrow channel effect shallow trench isolation total ionizing dose
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