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2014 IEEE Globecom Workshops (GC Wkshps)最新文献

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Achievable sum rate analysis of ZF receivers in 3D MIMO with Rayleigh/log-normal fading channels 基于瑞利/对数正态衰落信道的三维MIMO ZF接收机可达和速率分析
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063533
Fangqing Tan, Hui Gao, Tiejun Lv, Jie Zeng
Three dimensions multiple-input multiple-output (3D MIMO) system is now gaining a growing interest among researchers in wireless communication, the reason can be attributed to its potential to enable a variety of strategies like user specific 3D beamforming and cell-splitting. In this paper, we pursue the performance evaluation of 3D MIMO system employing zero-forcing (ZF) receivers, accounting for both large and small-scale fading. In particular, we consider the classical log-normal model and antenna gain with tilting angle, we derive the optimal tilting angle for 3D MIMO system which maximizes the sum rate, furthermore, based on the optimal tilting angle, we propose a closed-form linear approximation on the achievable sum rate in the asymptotically high signal-to-noise ratio (SNR) and low-SNR regime, respectively. We investigate the effect of antenna tilting angle, number of base station (BS) antennas and the distance between BS and the center of building on the achievable sum rate performance of 3D MIMO.
三维多输入多输出(3D MIMO)系统正引起无线通信研究人员越来越多的兴趣,其原因可归因于其潜在的多种策略,如用户特定的3D波束形成和蜂窝分裂。在本文中,我们对采用零强迫(ZF)接收机的三维MIMO系统的性能进行了评估,包括大衰落和小衰落。特别地,我们考虑了经典对数正态模型和天线增益与倾斜角度的关系,推导出了3D MIMO系统最大和速率的最佳倾斜角度,并在最佳倾斜角度的基础上,分别对渐近高信噪比(SNR)和低信噪比下可实现的和速率提出了封闭形式的线性逼近。研究了天线倾斜角度、基站天线数量以及基站与建筑物中心之间的距离对3D MIMO可实现和速率性能的影响。
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引用次数: 2
Service-based network selection proposal for complex heterogeneous environments 复杂异构环境下基于服务的网络选择方案
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063508
Guillaume Habault, L. Toutain, N. Montavont, P. Bertin
In most parts of the world there are multiple ways to access a given network. Users can benefit from this plethora of access networks, as they are able to select the best possible connection at all times. However, current methods used to select the best network, mostly based on link quality, do not always guarantee that users will connect to the one best suited to their needs. Devices have different interfaces for accessing different type of technologies, which also means that the selection has to be made regardless of the type of networks the user has access to. In order to support this type of custom selection, networks need to advertise their capabilities prior to the connection process. Moreover, in addition to supporting multihoming, devices must be able to assign each applications flow towards the most suitable network. Ideally, this new connection process would be completely transparent for the user. In this paper, we present a solution to ensure that devices in this multi-access environment are able to maintain the best possible connection for each service at any given time and in any given location. This proposal allows providers to send information to devices regarding the services supported by each point of attachment to their network. This additional information helps devices select the most suitable network for each service. We define a service announcement mechanism to facilitate the advertisement of available services. This mechanism, associated with other existing protocols, enables this solution to be used with different types of access networks.
在世界上大多数地区,有多种方式可以访问给定的网络。用户可以从这种过多的接入网络中受益,因为他们能够在任何时候选择最好的连接。然而,目前用于选择最佳网络的方法,主要基于链路质量,并不总是保证用户将连接到最适合他们需求的网络。设备具有访问不同类型技术的不同接口,这也意味着无论用户访问的网络类型如何,都必须进行选择。为了支持这种类型的自定义选择,网络需要在连接过程之前公布其功能。此外,除了支持多宿主之外,设备还必须能够将每个应用程序流分配到最合适的网络。理想情况下,这个新的连接过程对用户来说应该是完全透明的。在本文中,我们提出了一种解决方案,以确保这种多访问环境中的设备能够在任何给定时间和任何给定位置为每个服务保持最佳连接。该建议允许提供商向设备发送有关其网络中每个连接点所支持的服务的信息。这些附加信息可帮助设备为每种服务选择最合适的网络。我们定义了一个服务公告机制来促进可用服务的公告。该机制与其他现有协议相关联,使该解决方案能够用于不同类型的接入网。
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引用次数: 3
I/Q imbalance aware widely-linear precoding for downlink massive MIMO systems 面向下行海量MIMO系统的I/Q不平衡感知宽线性预编码
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063448
S. Zarei, W. Gerstacker, R. Schober
In-phase/quadrature-phase (I/Q) imbalance is one of the most important hardware impairments in communication systems. It arises in the analog parts of direct conversion radio frequency (RF) transceivers and can cause large performance losses. In this paper, the impact of I/Q imbalance on the sum rate performance of downlink massive multiple-input multiple-output (MIMO) systems is analyzed and I/Q imbalance aware widely-linear precoding is considered. The proposed precoder is a widely-linear (WL) extension of the regularized zero-forcing (RZF) precoder and jointly mitigates multi-user interference and I/Q imbalance by processing the real and the imaginary parts of the transmit signal separately. Results from random matrix theory are used to derive analytical expressions for the achievable sum rate of the proposed precoder. Our analytical results show that if the number of base station antennas is much larger than the number of users, the proposed I/Q imbalance aware WL-RZF precoder achieves the same sum rate as the RZF precoder in an ideal system without I/Q imbalance. We also provide an analytical expression for the sum rate loss of the I/Q imbalance unaware RZF precoder compared to the ideal case without I/Q imbalance.
同相/正交相(I/Q)不平衡是通信系统中最重要的硬件缺陷之一。它出现在直接转换射频(RF)收发器的模拟部分,并可能造成很大的性能损失。本文分析了I/Q不平衡对下行海量多输入多输出(MIMO)系统和速率性能的影响,并考虑了I/Q不平衡感知的宽线性预编码。该预编码器是正则化强制零(RZF)预编码器的宽线性(WL)扩展,通过分别处理发射信号的实部和虚部来共同减轻多用户干扰和I/Q不平衡。利用随机矩阵理论的结果,导出了该预编码器可实现的和速率的解析表达式。分析结果表明,当基站天线数量远大于用户数量时,在没有I/Q不平衡的理想系统中,所提出的感知I/Q不平衡的WL-RZF预编码器可以获得与RZF预编码器相同的和速率。我们还提供了与没有I/Q不平衡的理想情况相比,不知道I/Q不平衡的RZF预编码器的和速率损失的解析表达式。
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引用次数: 20
Nonlinear distortion suppression for active analog self-interference cancellers in full duplex wireless communication 全双工无线通信中有源模拟自干扰消除器的非线性失真抑制
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063555
Y. Liu, Xin Quan, Wensheng Pan, S. Shao, Youxi Tang
Self-interference (SI) cancellation is one of the most important techniques for full duplex wireless communication. As an indispensable component, the active analog canceller (AC) needs to mitigate the analog SI to ensure it meets the analog-to-digital converter (ADC) sampling requirement. However, the active AC cancellation performance is often restricted by the nonideal electronic components, e.g., the tunable attenuator, the phase shifter and associated circuits, which introduce nonlinear distortions to the residual SI signal that enters the receive chain, as the transmit power increases. This paper presents a full duplex architecture with AC nonlinearity modeling and suppression by including an extra feedback loop right after the power amplifier and an AC nonlinear distortion modeling and cancellation process followed by SI channel estimation and digital SI cancellation. By analyzing the feedback signal feeding the AC and the residual signal after AC cancellation, the AC nonlinear distortion can be estimated and subsequently suppressed by subtracting its estimates from the received samples. The distortion-suppressed signal is then processed by the refined digital SI cancellation with channel estimation and mitigation to further improve the cancellation performance. Experiments are performed on 20-MHz Long Term Evolution-advanced signals to demonstrate the effectiveness of the proposed full duplex architecture with signal power ranging from -5 dBm to 23 dBm at the PA output while from -23 dBm to 5 dBm at the receiver front end.
自干扰消除技术是全双工无线通信的重要技术之一。有源模拟消除器(AC)作为一个不可或缺的元件,需要对模拟SI进行抑制,以确保其满足模数转换器(ADC)的采样要求。然而,有源交流对消性能通常受到非理想电子元件的限制,例如,可调谐衰减器、移相器和相关电路,随着发射功率的增加,它们会给进入接收链的剩余SI信号带来非线性失真。本文提出了一种全双工结构,通过在功率放大器后加入一个额外的反馈回路,进行交流非线性建模和抑制,并进行交流非线性失真建模和抵消过程,然后进行SI通道估计和数字SI抵消。通过分析输入交流信号的反馈信号和交流消除后的剩余信号,可以估计交流非线性失真,然后通过从接收样本中减去其估计值来抑制交流非线性失真。对失真抑制后的信号进行信道估计和抑制的改进数字SI对消,进一步提高对消性能。在20 mhz的长期演进高级信号上进行了实验,以证明所提出的全双工架构的有效性,信号功率范围为PA输出的-5 dBm到23 dBm,接收器前端的信号功率范围为-23 dBm到5 dBm。
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引用次数: 21
Opportunistic provisioning for multicast virtual network requests 为多播虚拟网络请求提供机会
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063419
D. Liao, Gang Sun, V. Anand, Hong-Fang Yu, Kexiang Xiao
In this paper, we investigate the problem of online multicast virtual network embedding (MVNE) by introducing the strategies of waiting-tolerant and load-prediction into our VN provisioning framework for reducing the blocking ratio. We propose a heuristic algorithm called MVNE-WL (MVN Embedding with the strategies of Waiting-tolerant and Load-prediction) for solving this problem efficiently. The numerical results obtained from extensive simulations demonstrate the effectiveness of the proposed approach and show that MVNE-WL is better than traditional solutions in terms of the MVN mapping blocking ratio, the total net revenue, the unit cost efficiency, the node utilization and the link utilization in the long term.
本文研究了在线组播虚拟网络嵌入(MVNE)问题,在虚拟网络配置框架中引入了容忍等待和负载预测策略,以降低阻塞率。为了有效地解决这一问题,我们提出了一种启发式算法MVNE-WL (MVNE-WL嵌入容忍等待和负载预测策略)。大量仿真结果表明,MVNE-WL在MVN映射阻塞率、总净收益、单位成本效率、节点利用率和长期链路利用率等方面均优于传统方法。
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引用次数: 5
Release-time aware VM placement 支持发布时间的虚拟机放置
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063417
M. Dabbagh, B. Hamdaoui, M. Guizani, A. Rayes
Consolidating virtual machines (VMs) on as few physical machines (PMs) as possible so as to turn into sleep as many PMs as possible can make significant energy savings in cloud centers. Although traditional online bin packing heuristics, such as Best Fit (BF), have been used to reduce the number of active PMs, they share one common limitation; they do not account for VM release times, which can lead to an inefficient usage of energy resources. In this paper, we propose several extensions to the original BF heuristic by accounting for VMs' release times when making VM placement decisions. Our comparative studies conducted on Google traces show that, when compared to existing heuristics, the proposed heuristic reduces energy consumption and enhances utilization of cloud servers.
将虚拟机(vm)整合到尽可能少的物理机(pm)上,从而使尽可能多的pm进入休眠状态,这可以在云中心中显著节省能源。尽管传统的在线装箱启发式方法,如最佳拟合(BF),已被用于减少活动项目管理的数量,但它们有一个共同的局限性;它们不考虑虚拟机的释放时间,这可能导致能源的低效使用。在本文中,我们通过在做出VM放置决策时考虑VM的释放时间,提出了对原始BF启发式的几种扩展。我们在Google trace上进行的比较研究表明,与现有的启发式方法相比,所提出的启发式方法降低了能耗,提高了云服务器的利用率。
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引用次数: 27
Enhancing secrecy in fading wiretap channels with only transmitter-side channel state information 仅利用发送端信道状态信息增强衰落窃听信道的保密性
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063615
Pang-Chang Lan, Y. Hong, C.-C. Jay Kuo
This work examines the advantages of having only channel state information at the transmitter (CSIT), and not at the receiver and the eavesdropper, when achieving secrecy in fading wiretap channels. The key idea is that, with only CSIT, the transmitter can pre-compensate for the amplitude and phase distortions on the main channel. This allows the receiver to decode coherently even without knowledge of the CSI, while leaving the eavesdropper confused by the unknown variations of its own channel. When the channel is reciprocal, this CSI assumption can be achieved in practice through reverse training, i.e., by having the receiver emit the training signal so that the transmitter can estimate the channel by itself. Two secrecy-enhancing transmission schemes are proposed to exploit the CSIT. The truncated channel inversion scheme is used when the receiver and the eavesdropper have no CSI available, and the truncated phase compensation scheme is adopted when they can practically measure the SNR. The achievable secrecy rates of these schemes are derived for both single-antenna and multi-antenna wireless fading scenarios. Numerical results show significant improvements in secrecy rate compared to the case with full CSI at all terminals.
本工作考察了在衰落窃听信道中实现保密时,仅在发射器(CSIT)而不是在接收器和窃听者处拥有信道状态信息的优点。关键思想是,仅使用CSIT,发射机就可以预先补偿主信道上的幅度和相位畸变。这允许接收方在不知道CSI的情况下进行相干解码,同时让窃听者对自己信道的未知变化感到困惑。当信道是互反的时候,这个CSI假设在实际中可以通过反向训练来实现,即由接收端发射训练信号,让发送端自行估计信道。提出了两种利用CSIT的增强保密传输方案。当接收方和窃听方无CSI可用时,采用截断信道反演方案;当能实际测量信噪比时,采用截断相位补偿方案。推导了这些方案在单天线和多天线无线衰落情况下的可实现保密率。数值结果表明,在所有终端上,与全CSI情况相比,保密率有显著提高。
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引用次数: 5
Multi-objective ACO virtual machine placement in cloud computing environments 云计算环境下的多目标蚁群算法虚拟机布局
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063415
Mohammadhossein Malekloo, N. Kara
Cloud computing systems provide services to users based on a pay-as-you-go model. The more services that data centers deliver to users, the more those centers need to be prepared. However, data centers consume huge amounts of energy from the environment. In order to improve data-center efficiency, resource consolidation using virtualization technology is becoming important for the reduction of the environmental impact caused by the data centers. One of the important keys in resource consolidation is the mapping of virtual machines to suitable physical machines, a procedure called virtual machine placement. The present paper focuses on this problem of virtual machine placement and proposes a multi-objective optimization approach to minimize both power consumption and resource wastage and to minimize energy communication cost between network elements within a data center. An Ant Colony Optimization (ACO) algorithm is proposed to obtain a Pareto set for a multi-objective problem. The proposed algorithms are tested using Cloudsim tools. The performances of these algorithms are compared with three well-known single-objective approaches and a multi-objective Genetic Algorithm (GA). The results demonstrate that the proposed algorithms can seek and find solutions that exhibit balance between different objectives. However, ACO is able to And better solutions than GA in terms of our objectives.
云计算系统基于现收现付模式向用户提供服务。数据中心向用户提供的服务越多,这些中心需要准备的就越多。然而,数据中心从环境中消耗了大量的能源。为了提高数据中心的效率,利用虚拟化技术进行资源整合对于减少数据中心对环境的影响变得越来越重要。资源整合的一个重要关键是将虚拟机映射到合适的物理机,这个过程称为虚拟机放置。本文重点研究了虚拟机布局问题,提出了一种多目标优化方法,以最大限度地降低数据中心内网络单元之间的能耗和资源浪费,并最大限度地降低网络单元之间的能源通信成本。针对多目标问题,提出了一种求解Pareto集的蚁群优化算法。使用Cloudsim工具对提出的算法进行了测试。将这些算法的性能与三种已知的单目标方法和多目标遗传算法(GA)进行了比较。结果表明,所提出的算法能够在不同目标之间寻求并找到表现出平衡的解。然而,就我们的目标而言,蚁群算法能够提供比遗传算法更好的解决方案。
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引用次数: 19
Cooperation for secure wireless communications with resource-bounded eavesdroppers 资源受限监听器的安全无线通信合作
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063626
N. Kolokotronis, Kyriakos Fytrakis, A. Katsiotis, N. Kalouptsidis
Wireless communications system designs are sought that rely on the potential of the physical (PHY) layer to allow a transmitter-receiver pair communicate securely in the presence of one or more eavesdroppers. Communication is performed with the help of multiple trusted relays, via the decode-and-forward (DF) protocol, and assuming knowledge of global channel state information (CSI). Instead of dealing with information-theoretic security, we assume that eavesdroppers have bounded resources, and therefore we need to assure that the transmitted information is computationally secure; this is shown to impose constraints on the maximum power of the signals received by the eavesdroppers. The optimal relay weights that maximize the signal-to-noise ratio (SNR) difference SNRd - SNRe between the destination and the eavesdroppers are determined under various (transmit, security, reliability) power constraints. Closed-form solutions are obtained in some problem formulations for one eavesdropper, whereas an iterative algorithm is proposed if more eavesdroppers are present. Simulation results indicate that a higher SNR value (compared to the non-cooperative case) is attained at the destination, while satisfying the security constraints.
无线通信系统的设计依赖于物理层(PHY)的潜力,以允许发射器-接收器对在一个或多个窃听者存在的情况下安全通信。通过解码转发(DF)协议,在多个可信中继的帮助下执行通信,并假设知道全局信道状态信息(CSI)。我们不处理信息论的安全问题,而是假设窃听者的资源是有限的,因此我们需要保证传输的信息在计算上是安全的;这被证明对窃听者接收到的信号的最大功率施加了限制。在各种(传输、安全性、可靠性)功率约束下,确定使目标和窃听者之间的信噪比(SNR)差SNRd - SNRe最大化的最优中继权重。对于一个窃听者,给出了一些问题的封闭解,对于多个窃听者,给出了一种迭代算法。仿真结果表明,在满足安全约束的前提下,该算法在目标端获得了较高的信噪比(与非合作情况相比)。
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引用次数: 3
Fundamental tradeoffs among reliability, latency and throughput in cellular networks 蜂窝网络中可靠性、延迟和吞吐量之间的基本权衡
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063628
B. Soret, P. Mogensen, K. Pedersen, M. Aguayo-Torres
We address the fundamental tradeoffs among latency, reliability and throughput in a cellular network. The most important elements influencing the KPIs in a 4G network are identified, and the inter-relationships among them is discussed. We use the effective bandwidth and the effective capacity theory as analytical framework for calculating the maximum achievable rate for a given latency and reliability constraint. The analysis is conducted in a simplified LTE network, providing baseline - yet powerful - insight of the main tradeoffs. Guidelines to extend the theory to more complex systems are also presented, including a semi-analytical approach for cases with intractable channel and traffic models. We also discuss the use of system-level simulations to explore the limits of LTE networks. Based on our findings, we give some recommendations for the imminent 5G technology design phase, in which latency and reliability will be two of the principal KPIs.
我们解决了蜂窝网络中延迟,可靠性和吞吐量之间的基本权衡。确定了影响4G网络kpi的最重要因素,并讨论了它们之间的相互关系。我们使用有效带宽和有效容量理论作为分析框架来计算给定延迟和可靠性约束下的最大可实现速率。该分析是在一个简化的LTE网络中进行的,提供了主要权衡的基线-但强大的洞察力。还提出了将理论扩展到更复杂系统的指导方针,包括针对难以处理的通道和交通模型的半分析方法。我们还讨论了系统级模拟的使用,以探索LTE网络的局限性。根据我们的研究结果,我们为即将到来的5G技术设计阶段提出了一些建议,在这个阶段,延迟和可靠性将是两个主要的kpi。
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引用次数: 115
期刊
2014 IEEE Globecom Workshops (GC Wkshps)
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