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基于循环累量的多用户信道盲辨识 总被引:6,自引:0,他引:6
本文针对多用户系统提出了一种新颖的盲辨识方法。它首次利用了调制产生的高阶循环平稳性,可以识别出不同的用户各自的传输信道。最后文中提出了循环c(q,n)公式,给出信道的估计。方法简单明了,适合于多用户上行链路信道的盲辨识。文中还讨论了对算法进行的计算机模拟。 相似文献
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双循环相关复倒谱的多用户盲信道辨识方法 总被引:5,自引:2,他引:3
该文针对多用户系统提出了一种新颖的盲辨识方法.它利用了调制引入的循环平稳性,可以识别出不同的用户不同的传感器(天线)各自的传输信道.利用循环复倒谱的方法可以给出信道的估计,方法简单明了,与现有的方法相比有一定的优势,适合于多用户上行链路信道.文中还给出了信道可辨识性的条件和证明,提出了辨识算法,并对算法进行了模拟. 相似文献
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MMSE白化技术在NMM信号多用户检测中的应用 总被引:1,自引:0,他引:1
介绍了MMSE白化技术在非正交多脉冲调制信号的非相干解相关多用户检测中的应用。如果直接对正交多脉冲调制信号进行非相干解相关多用户检测,虽然能将多用户问题转换成单用户问题,但会造成高斯噪声加强,若直接对信号进行判决,必然会影响判决的准确性,故尝试将白化技术应用在此,在解相关后,先将噪声进行MMSE最优白化变换,使其互不相关,再将多用户信道分解成单用户信道,能够有效地改善系统性能。 相似文献
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非正交多脉冲通信系统的多用户检测性能分析 总被引:1,自引:1,他引:0
随着多用户检测技术研究的深入,对非正交多脉冲调制(NMM)信号的接收机的设计是非常必要的。针对非正交多脉冲调制信号多用户干扰问题,设计了一种非相干解相关接收机前端,这种接收机将多用户信道分解成K个单用户信道,这样相当于将多用户检测问题转换成噪声加强的单用户检测问题,极大地降低了问题的复杂性。仿真结果表明了此检测算法的性能优于常规检测器。 相似文献
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联合检测(JD)是多用户检测(Multi-User Detection,MUD)的一种。CDMA系统中多个用户的信号在时域和频域上是混叠的,接收时需要在数字域上用一定的信号分离方法把各个用户的信号分离开来。信号分离的方法大致可以分为单用户检测技术和多用户检测技术两种。本文首先介绍了TD-SCDMA上行信道传输模型,从而得到接收信号的系统方程,在此基础上详细说明了联合检测算法中的迫零线性块均衡(ZF-BLE)算法。 相似文献
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本文利用最小均方误差准则,推导了异步多径条件下空时CDMA多用户检测算法,分析了多用户检测与单用户检测关系,提出空时CDMA多用户检测接收机结构。基于SAGE迭代算法进行空时多用户检测,并利用CDMA信号的有限字符特性和上行信道的导频信息对SAGE算法提出改进。仿真结果说明了本文提出的空时CDMA多用户检测算法性能。 相似文献
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在码分多址通信系统中,由于许多用户占用同一信道进行通信,传统的单用户检测策略和最佳的多用户检测策略不是很实用。本文对直接序列-码分多址系统的多用户检测策略和次最优检测策略进行了分析和阐述,讨论了一种改进的多级并行干扰抵消接收策略,最后给出了几种模拟结果。 相似文献
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This paper introduces the problem of noncoherent detection for nonorthogonal multipulse modulation in the context of the synchronous multiuser Gaussian channel. Each user sends an M-ary information symbol by transmitting one of M possibly nonorthogonal waveforms. Furthermore, the M signals of one user are allowed to be correlated with the signals of all other users. A key idea proposed here is that of a noncoherent decorrelative receiver front end. Like its counterpart in single-pulse modulation, this front end eliminates multiuser interference. It therefore reduces the multiuser detection problem into decoupled single-user problems over equivalent noise-enhanced single-user channels. Each equivalent single-user channel is rather general and can be described as one where the waveforms employed are not only correlated, but are also of unequal energies. Several new results pertaining to the design and analysis of optimum and suboptimum noncoherent detectors for this single-user channel are obtained. In the multiuser channel, these detectors constitute the post-decorrelative processing units for each user 相似文献
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A transmit preprocessing technique for multiuser MIMO systems using a decomposition approach 总被引:5,自引:0,他引:5
We introduce a transmit preprocessing technique for the downlink of multiuser multiple-input multiple-output (MIMO) systems. It decomposes the multiuser MIMO downlink channel into multiple parallel independent single-user MIMO downlink channels. Some key properties are that each equivalent single-user MIMO channel has the same properties as a conventional single-user MIMO channel, and that increasing the number of transmit antennas of the multiuser system by one increases the number of spatial channels to each user by one. Simulation results are also provided and these results demonstrate the potential of our technique in terms of performance and capacity. 相似文献
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Iterative receivers for multiuser space-time coding systems 总被引:8,自引:0,他引:8
Ben Lu Xiaodong Wang 《Selected Areas in Communications, IEEE Journal on》2000,18(11):2322-2335
Space-time coding (STC) techniques, which combine antenna array signal processing and channel coding techniques, are very promising approaches to substantial capacity increase in wireless channels. Multiuser detection techniques are powerful signal processing methodologies for interference suppression in CDMA systems. In this paper, by drawing analogies between a synchronous CDMA system and an STC multiuser system, we study the applications of some multiuser detection methods to STC multiuser systems. Specifically, we show that the so-called “turbo multiuser detection” technique, which performs soft interference cancellation and decoding iteratively, can be applied to STC multiuser systems in flat-fading channels. An iterative multiuser receiver and its projection-based variants are developed for both the space-time block coding (STBC) system and the space-time trellis coding (STTC) system. During iterations, extrinsic information is computed and exchanged between a soft multiuser demodulator and a bank of MAP decoders, to achieve successively refined estimates of the users' signals. Computer simulations demonstrate that the proposed iterative receiver techniques provide significant performance improvement over conventional noniterative methods in both single-user and multiuser STC systems. Furthermore, the performance of the proposed iterative multiuser receiver approaches that of the iterative single-user receiver in both STBC and STTC systems 相似文献
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LS码与、Walsh码的上行链路容量比较 总被引:1,自引:1,他引:0
该文首先分析了多径衰落信道下CDMA系统上行链路信道容量,文章对单用户接收机、多用户接收机两种情况下的信道容量分别作了讨论.对LS码和Walsh码的上行链路容量进行了比较.通过仿真可以看出在多用户检测条件下,两种扩频码提供的容量相差不大,而在单用户检测条件下,LS码则要大大优于Walsh码。 相似文献
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Randomly spread CDMA: asymptotics via statistical physics 总被引:1,自引:0,他引:1
Guo D. Verdu S. 《IEEE transactions on information theory / Professional Technical Group on Information Theory》2005,51(6):1983-2010
This paper studies randomly spread code-division multiple access (CDMA) and multiuser detection in the large-system limit using the replica method developed in statistical physics. Arbitrary input distributions and flat fading are considered. A generic multiuser detector in the form of the posterior mean estimator is applied before single-user decoding. The generic detector can be particularized to the matched filter, decorrelator, linear minimum mean-square error (MMSE) detector, the jointly or the individually optimal detector, and others. It is found that the detection output for each user, although in general asymptotically non-Gaussian conditioned on the transmitted symbol, converges as the number of users go to infinity to a deterministic function of a "hidden" Gaussian statistic independent of the interferers. Thus, the multiuser channel can be decoupled: Each user experiences an equivalent single-user Gaussian channel, whose signal-to-noise ratio (SNR) suffers a degradation due to the multiple-access interference (MAI). The uncoded error performance (e.g., symbol error rate) and the mutual information can then be fully characterized using the degradation factor, also known as the multiuser efficiency, which can be obtained by solving a pair of coupled fixed-point equations identified in this paper. Based on a general linear vector channel model, the results are also applicable to multiple-input multiple-output (MIMO) channels such as in multiantenna systems. 相似文献
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The powerful iterative algorithm of Turbo code is employed in the proposed iterative multiuser receiver for the downlink of a forward error correction (FEC) coded direct-sequence code-division multiple access (DS-CDMA) environment. The receiver iterates between the 2 coding dimensions, namely the spreading codes and the FEC codes. The optimum iterative multiuser receiver uses the optimum decentralised single-user detector to generate the single-user extrinsic information for the single-user decoders. This paper suggests a near-optimum detector using a folded trellis preselection stage for the multiuser signal detection, in order to reduce the dominating complexity of the optimum decentralised detector. Simulation results show that performance is close to optimum. The effect of the single-user decoders' extrinsic information on the signal detection stage is also investigated and it is found that extrinsic information improves performance. 相似文献
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We propose a novel scheme for iterative multiuser detection and turbo decoding. The multiuser detector and single-user turbo decoders are coupled such that after each turbo decoding iteration the extrinsic information of the interfering users is passed to the multiuser detector, and after each multiuser iteration, updated a posteriori probabilities are passed to the single-user turbo decoders as the soft input metrics. In synchronous systems, the proposed detector approaches the multiuser capacity limit within 1 dB in the low signal-to-noise ratio region 相似文献
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We discuss a synchronous direct-sequence code division multiple-access (DS-CDMA) system based on block spreading in the presence of frequency-selective fading. Note that block spreading, which is also known as chip interleaving, refers to a spreading of a data block sequence, which is obtained by dividing a data symbol sequence into consecutive blocks. For such a system, we develop a simple new receiver that completely removes the multiuser interference (MUI) without using any channel information. The MUI-free operation is obtained by the use of a shift-orthogonal set of code sequences on which this receiver is based. Within the framework of the MUI-free receiver, we further present a subspace deterministic blind single-user channel estimation algorithm. As a benchmark for the MUI-free receiver and the corresponding subspace deterministic blind single-user channel estimation algorithm, we consider the linear multiuser equalizer and the corresponding subspace deterministic blind multiuser channel estimation algorithm developed by Liu and Xu (1996) for a standard synchronous DS-CDMA system in the presence of frequency-selective fading. We show that the complexity of the MUI-free receiver using the corresponding subspace deterministic blind single-user channel estimation algorithm is much smaller than the complexity of the linear multiuser equalizer using the corresponding subspace deterministic blind multiuser channel estimation algorithm. We further show that the performance of the MUI-free receiver is comparable with the performance of the linear multiuser equalizer. This is for the case in which the channels are known as well as for the case in which the channels are estimated with the corresponding subspace deterministic blind channel estimation algorithm 相似文献
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A practically interesting approach for iterative channel estimation, multiuser detection, and single-user decoding based on maximum a posteriori symbol-by-symbol estimation for direct sequence/code-division multiple-access (DS-CDMA) is proposed. The receiver relies on the output of a bank of matched filters for each user and each path, and combines interference cancellation with iterated soft-decision feedback to improve channel estimation accuracy and data symbol reliability in course of a few iterations. We show that in this way, near single-user channel phase and amplitude estimation accuracy is achieved for frequency-selective fading channels, even in highly loaded systems, and illustrate that reliable data symbol estimation can be performed. 相似文献