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2011 IEEE 12th International Workshop on Signal Processing Advances in Wireless Communications最新文献

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Linear prediction of time-varying MIMO systems using Givens rotations 基于给定旋转的时变MIMO系统线性预测
B. Godana, T. Ekman
MIMO systems require eigenmode information at the transmitter to exploit the multiplexing gain of the channel. In practice, the eigenmode information available at the transmitter after feedback is noisy and outdated. One of the efficient feedback methods used in MIMO systems involves the decomposition of unitary matrices into Givens rotations. This entails the possibility to update the eigenmodes by predicting the Givens rotations. In this paper, two MIMO precoder prediction schemes based on channel prediction at the mobile station (MS) and Givens parameters prediction at the base station (BS) are proposed. The system capacity of the two schemes is evaluated and compared by using a simulation on a time-varying MIMO channel. Simulations show that both prediction schemes improve the system performance; however, channel prediction at the MS has better performance than Givens prediction at the BS. Despite a lower performance, Givens prediction at the BS reduces the number of parameters to be tracked and is suitable for variable delay systems.
MIMO系统需要发射机的特征模式信息来利用信道的多路复用增益。在实际应用中,反馈后发射机处的特征模信息是有噪声和过时的。MIMO系统中使用的有效反馈方法之一是将酉矩阵分解为给定的旋转。这需要通过预测给定旋转来更新特征模态的可能性。本文提出了两种基于移动站信道预测和基站Givens参数预测的MIMO预编码器预测方案。通过对时变MIMO信道的仿真,对两种方案的系统容量进行了评价和比较。仿真结果表明,两种预测方案均能提高系统性能;然而,在MS上的信道预测比在BS上的Givens预测有更好的表现。尽管性能较低,但给定的预测在BS减少了要跟踪的参数数量,适用于变延迟系统。
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引用次数: 4
Asynchronous Space Time Block Codes: Low complexity decoding methods 异步时空块码:低复杂度的解码方法
M. Nahas, A. Saadani, R. Hatoum
In previous works, delay tolerant codes were proposed with variable length ensuring a full transmit diversity for a certain interval of delay profiles. The code performances are enhanced when the code length is incremented; however, this causes an increasing complexity at the receiver which motivates our research for low complexity decoding methods. First, it is shown that optimal decoding methods cannot be used for large code lengths. Moreover, new decoding schemes with reasonable complexity and good performance are proposed for any code length and any tolerated delay.
在以往的工作中,提出了可变长度的延迟容忍码,以确保在一定的延迟分布区间内具有完整的发射分集。随着编码长度的增加,编码性能得到增强;然而,这会导致接收端的复杂度增加,这促使我们研究低复杂度解码方法。首先,研究表明,最优解码方法不能用于较大的码长。此外,针对任意码长和任意可容忍延迟,提出了复杂度合理、性能良好的译码方案。
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引用次数: 1
Can we cope with the distortion of decentralized cooperative schemes? 我们能应对分散合作方案的扭曲吗?
A. Rueetschi, A. Scaglione
In randomized cooperative transmission, relay nodes transmit a random linear combination of a space-time code (STC), to realize MISO gains at the end receiver without prior coordination of relays. Unlike selective cooperative combining schemes, the channel estimation and tracking becomes inherently much more challenging, due the fact that each radio has its own local oscillator, clock, propagation and processing delay, and multiple of them will be normally cooperating at unison. In this paper we show that the new class of channel estimators, that are based on compressed sensing models, can retain much of the diversity gain that the codes are theoretically designed to harvest when the channel is ideally known. This is in contrast with standard schemes for linear equalization, which fail to compensate for the channel distortion in the presence of realistic amounts of asynchrony and channel dispersion. The contribution of this paper is a semi-analytical performance evaluation that leads to the insightful comparison of the receiver architectures.
在随机协同传输中,中继节点发送一个随机线性组合的空时码(STC),在终端接收端实现MISO增益,而不需要中继的事先协调。与选择性合作组合方案不同,由于每个无线电都有自己的本地振荡器、时钟、传播和处理延迟,并且多个无线电通常会协同工作,因此信道估计和跟踪变得更加具有挑战性。在本文中,我们展示了基于压缩感知模型的新一类信道估计器,可以保留大部分的分集增益,当信道理想已知时,理论上设计的编码可以获得分集增益。这与线性均衡的标准方案形成对比,后者在存在实际数量的异步和信道色散的情况下无法补偿信道失真。本文的贡献是半分析性能评估,导致接收器架构的深刻比较。
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引用次数: 0
Linear precoding based on switched relaying processing for multiuser MIMO relay systems 基于切换中继处理的多用户MIMO中继系统线性预编码
Yunlong Cai, D. Le Ruyet, R. D. de Lamare, D. Roviras
In this work, we propose a linear base station (BS) precoding strategy based on switched relaying (SR) processing for downlink multiuser multiple-input multiple-output (MIMO) relay systems. The BS and the MIMO relay station (RS) are both equipped with a codebook of interleaving matrices. For a given channel state information (CSI) the selection function at the BS chooses the optimum interleaving matrix from the codebook based on the maximum sum received signal-to-interference-plus-noise ratio (SINR) or sum rate to design the linear BS precoder. Prior to the payload transmission the BS sends the index corresponding to the selected interleaving matrix to the RS, where the optimum interleaving matrix is selected as the optimum relay processing matrix. The entries of the codebook are randomly generated unitary matrices. Simulation results show that the performance of the proposed techniques is significantly better than prior art in the case of perfect CSI.1
在这项工作中,我们提出了一种基于交换中继(SR)处理的线性基站(BS)预编码策略,用于下行链路多用户多输入多输出(MIMO)中继系统。BS和MIMO中继站(RS)都配备了交错矩阵的码本。对于给定的信道状态信息(CSI), BS处的选择函数根据接收到的最大和信噪比(SINR)或和率从码本中选择最优交错矩阵来设计线性BS预编码器。在载荷传输之前,BS将所选交错矩阵对应的索引发送给RS, RS选择最优交错矩阵作为最优中继处理矩阵。码本的条目是随机生成的酉矩阵。仿真结果表明,在完美CSI.1的情况下,所提技术的性能明显优于现有技术
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引用次数: 6
Multichannel spectrum sensing via multivariate power spectrum analysis 基于多变量功率谱分析的多通道频谱传感
Jitendra Tugnait
Recently several time-domain approaches relying on the generalized likelihood ratio test (GLRT) paradigm have been proposed for multiple antenna spectrum sensing in cognitive radios. These approaches are suitable for flat-fading channels in white noise with equal noise variances across antennas; knowledge of the noise variance is not required, unlike the energy detector. In this paper we investigate a method based on analysis of the multivariate power spectral density (PSD) of the received multiantenna signal. Our proposed approach is also based on GLRT, but exploits the noisy signal PSD which is allowed to be colored with unknown PSD but must be uncorrelated across sensors under the null hypothesis (PU signal absent). An analytical method for calculation of the test threshold is provided and illustrated via simulations.
近年来,人们提出了基于广义似然比检验(GLRT)范式的多天线频谱感知时域方法。这些方法适用于白噪声条件下各天线间噪声方差相等的平衰落信道;与能量检测器不同,不需要知道噪声方差。本文研究了一种基于多天线接收信号的多变量功率谱密度分析的方法。我们提出的方法也是基于GLRT,但利用了噪声信号PSD,该信号可以用未知的PSD着色,但在零假设下(PU信号不存在),传感器之间必须不相关。给出了一种计算测试阈值的解析方法,并通过仿真进行了说明。
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引用次数: 7
Analysis of packet errors in Gilbert-Elliott channels 吉尔伯特-艾略特信道中数据包错误的分析
G. Haßlinger, O. Hohlfeld
50 years ago, Gilbert and Elliott introduced 2-state Markov channels to characterize bursty error processes in data transmission. The focus of this work is on the analysis of the effect of bit errors on higher layer blocks or packets. Starting from 2-state bit error channels in an extended Gilbert-Elliott format, packet errors again result in a 2-state process of the same type. The parameters of the packet error process are explicitly derived from those of the underlying bit error process. The solution for main performance measures is based on a superposition of two geometrical functions for the distributions of packet error bursts and gaps and the second order statistics.
50年前,Gilbert和Elliott引入了双状态马尔可夫信道来描述数据传输中的突发错误过程。这项工作的重点是分析误码对更高层块或数据包的影响。从扩展的Gilbert-Elliott格式的2状态误码通道开始,数据包错误再次导致相同类型的2状态过程。包错误过程的参数显式地派生自底层误码过程的参数。主要性能度量的解决方案是基于两个用于分组错误爆发和间隙分布的几何函数和二阶统计量的叠加。
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引用次数: 4
The effect of directional antennas on slotted CSMA ad hoc networks 定向天线对开槽CSMA自组网的影响
Yaniv George, I. Bergel, Ephi Zehavi
The performance of wireless ad hoc network are mostly limited by the self interference caused by the network members. Smart antennas and carrier sensing multiple access (CSMA) have been considered separately as efficient methods for self-interference reduction. In this paper we analyze the effect of directional antennas on the transmission capacity of slotted CSMA networks. The analysis is based on a Poisson point process shot noise model for the aggregate interference. The effect of directional antennas is shown to be equivalent to network density scaling. This scaling is expressed through a single parameter, which depends only on the antenna and the channel exponential decay factor. The paper also presents a useful bound on rate ratio of a pair of slotted CSMA networks. This bound is used to demonstrate the transmission capacity gain of slotted CSMA over slotted ALOHA networks. In particular it is shown that if the antennas have very narrow beams then the advantage of CSMA over ALOHA is negligible.
无线自组织网络的性能主要受到网络成员的自干扰的限制。智能天线和载波传感多址(CSMA)分别被认为是降低自干扰的有效方法。本文分析了定向天线对开槽CSMA网络传输容量的影响。基于泊松点过程散粒噪声模型对聚集体干扰进行了分析。定向天线的效应等效于网络密度缩放。这种缩放通过单个参数表示,该参数仅取决于天线和信道指数衰减因子。本文还给出了一对开槽CSMA网络的有效的速率比界。该边界用于演示分槽CSMA在分槽ALOHA网络上的传输容量增益。特别是,如果天线具有非常窄的波束,那么CSMA相对于ALOHA的优势可以忽略不计。
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引用次数: 3
Group sparse total least-squares for cognitive spectrum sensing 认知频谱感知的组稀疏总最小二乘
E. Dall’Anese, J. Bazerque, Hao Zhu, G. Giannakis
The present paper develops a collaborative scheme whereby cognitive radios cooperate to localize active primary transmitters and reconstruct the power spectral density (PSD) maps (one per frequency band) portraying the power distribution across space. The sensing scheme relies on a parsimonious linear system model that accounts for the narrow-band nature of transmit-PSDs compared to the large swath of sensed frequencies, and for the group sparsity emerging when adopting a spatial grid of candidate primary user locations. Combining the merits of Lasso, group Lasso, and total least-squares (TLS), the proposed group sparse (GS) TLS approach yields hierarchically-sparse PSD estimates, and copes with model uncertainty induced by channel randomness and grid mismatch effects. Taking advantage of a novel low-complexity solver for the GS-Lasso, a block coordinate descent scheme is developed to solve the formulated GS-TLS problem. Simulations demonstrate the superior localization and PSD-estimation performance of GS-TLS compared to approaches that do not account for model uncertainties.
本文开发了一种协作方案,通过该方案,认知无线电合作定位有源主发射机并重建功率谱密度(PSD)图(每个频带一个),描绘了整个空间的功率分布。该传感方案依赖于一个简洁的线性系统模型,该模型考虑了与传感频率的大范围相比,传输psd的窄带特性,以及采用候选主要用户位置的空间网格时出现的组稀疏性。结合Lasso、群Lasso和总最小二乘(TLS)的优点,提出的群稀疏(GS) TLS方法产生层次稀疏的PSD估计,并应对信道随机性和网格错配效应引起的模型不确定性。利用一种新的低复杂度的GS-Lasso求解器,提出了一种块坐标下降方案来求解公式化的GS-TLS问题。仿真结果表明,与不考虑模型不确定性的方法相比,GS-TLS具有更好的定位和psd估计性能。
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引用次数: 4
Achievable rate regions in multiple-antenna networks with linear network coding 线性网络编码的多天线网络可达速率区域
J. Richter, A. Wolf, Eduard Axel Jorswieck
In this paper, the combination of linear network coding over a finite field and beamforming for a multiple-antenna network is studied. Assuming a multicast transmission scheme and a decode-and-forward protocol, optimal beamforming strategies for the network nodes are derived for a certain class of interference networks. An efficient algorithm is presented to calculate the achievable rate region of these networks. The sum power for the transmission of the multicast information is minimized under rate requirements. The proposed approach is illustrated by one important scenario.
本文研究了有限域线性网络编码与多天线网络波束形成的结合问题。假设采用组播传输方案和译码转发协议,针对某一类干扰网络,推导了网络节点的最优波束形成策略。提出了一种有效的算法来计算这些网络的可达速率区域。在满足速率要求的情况下,使组播信息传输的总功率最小。一个重要的场景说明了所提出的方法。
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引用次数: 1
Distributed network beamforming with a multi-antenna receiver 多天线接收机的分布式网络波束形成
K. L. Law, A. Gershman, S. Shahbazpanahi
We consider the problem of distributed beamforming in a relay network, which consists of a single-antenna transmitter, a multi-antenna receiver, and multiple single-antenna relays. Assuming that the channel state information (CSI) is available, our goal is to maximize the destination quality-of-service (QoS) under the total relay transmitted power constraint. Using the semi-definite relaxation (SDR) technique, the problem is turned into a convex semi-definite programming (SDP) problem, which can be solved efficiently using interior point methods. Simulation results show that the proposed relay network beamforming approach offers considerable performance improvements as compared to the single-antenna receiver case.
本文研究了由单天线发射机、多天线接收机和多个单天线中继组成的中继网络中的分布式波束形成问题。假设信道状态信息(CSI)是可用的,我们的目标是在中继总传输功率约束下最大化目的地服务质量(QoS)。利用半定松弛(SDR)技术,将该问题转化为凸半定规划(SDP)问题,利用内点法可有效求解该问题。仿真结果表明,与单天线接收机相比,所提出的中继网络波束形成方法具有显著的性能改进。
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引用次数: 3
期刊
2011 IEEE 12th International Workshop on Signal Processing Advances in Wireless Communications
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