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2014 IEEE Globecom Workshops (GC Wkshps)最新文献

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A flexible 100-antenna testbed for Massive MIMO 大规模MIMO的柔性100天线试验台
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063446
Joao Vieira, Steffen Malkowsky, K. Nieman, Z. Miers, Nikhil Kundargi, Liang Liu, I. Wong, V. Öwall, O. Edfors, F. Tufvesson
Massive multiple-input multiple-output (MIMO) is one of the main candidates to be included in the fifth generation (5G) cellular systems. For further system development it is desirable to have real-time testbeds showing possibilities and limitations of the technology. In this paper we describe the Lund University Massive MIMO testbed - LuMaMi. It is a flexible testbed where the base station operates with up to 100 coherent radio-frequency transceiver chains based on software radio technology. Orthogonal Frequency Division Multiplex (OFDM) based signaling is used for each of the 10 simultaneous users served in the 20 MHz bandwidth. Real time MIMO precoding and decoding is distributed across 50 Xilinx Kintex-7 FPGAs with PCI-Express interconnects. The unique features of this system are: (i) high throughput processing of 384 Gbps of real time baseband data in both the transmit and receive directions, (ii) low-latency architecture with channel estimate to precoder turnaround of less than 500 micro seconds, and (iii) a flexible extension up to 128 antennas. We detail the design goals of the testbed, discuss the signaling and system architecture, and show initial measured results for a uplink Massive MIMO over-the-air transmission from four single-antenna UEs to 100 BS antennas.
大规模多输入多输出(MIMO)是第五代(5G)蜂窝系统的主要候选技术之一。为了进一步的系统开发,需要有实时测试平台来显示该技术的可能性和局限性。本文介绍了隆德大学大规模MIMO测试平台——LuMaMi。这是一个灵活的测试平台,其中基站运行多达100个基于软件无线电技术的相干射频收发器链。基于正交频分复用(OFDM)的信令用于在20mhz带宽内同时服务的10个用户中的每个用户。实时MIMO预编码和解码分布在50个具有PCI-Express互连的Xilinx Kintex-7 fpga上。该系统的独特之处在于:(i)发送和接收方向的实时基带数据的高吞吐量处理速度为384gbps, (ii)低延迟架构,信道估计到预编码器的周转时间小于500微秒,以及(iii)可灵活扩展至128个天线。我们详细介绍了测试平台的设计目标,讨论了信令和系统架构,并展示了从四个单天线ue到100 BS天线的上行大规模MIMO空中传输的初步测量结果。
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引用次数: 272
Secure cluster-based cooperative spectrum sensing against malicious attackers 基于集群的安全协同频谱感知抵御恶意攻击
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063610
S. Althunibat, Birabwa Joanitah Denise, F. Granelli
The presence of malicious attackers in cognitive radio networks (CRNs) deeply degrades the overall performance in terms of detection accuracy, throughput and energy efficiency. A popular attack, called spectrum sensing data falsification (SSDF) attack, invades the CRN during cooperative spectrum sensing process. SSDF attack is represented by a malicious user that sends false sensing results to the fusion center, trying to mislead the global decision regarding the spectrum occupancy. Detecting such type of attack becomes a challenge especially in cluster-based CRNs. In this paper we propose an attacker-identification and removal algorithm that is able to detect attackers in cluster-based CRNs. The proposed algorithm requires that each transmitting user should send a report about the delivery of its transmitted data. The delivery report is then used to assess the local decisions of all users in order to recognize attackers and remove them. Mathematical formulation and computer simulations show a better performance than the previous works.
认知无线网络(crn)中恶意攻击者的存在严重降低了其在检测精度、吞吐量和能效方面的整体性能。频谱感知数据伪造(SSDF)攻击是一种流行的攻击,主要是在协同频谱感知过程中入侵CRN。SSDF攻击表现为恶意用户向融合中心发送虚假的感知结果,试图误导全局对频谱占用的决策。检测这种类型的攻击成为一个挑战,特别是在基于集群的crn中。在本文中,我们提出了一种攻击者识别和移除算法,该算法能够检测基于集群的crn中的攻击者。提出的算法要求每个传输用户都应该发送一份关于其传输数据交付的报告。然后使用交付报告评估所有用户的本地决策,以便识别攻击者并将其删除。数学公式和计算机模拟表明,该方法的性能优于以往的工作。
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引用次数: 8
Power allocation in OFDM based NOMA systems: A DC programming approach 基于OFDM的NOMA系统的功率分配:一种直流编程方法
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063568
P. Parida, Suvra Shekhar Das
In this work, we have considered the downlink of an Orthogonal Frequency Division Multiplexing based Non Orthogonal Multiple Access system where transmission to multiple number of users is performed on the same sub-band (time-frequency resource unit) using Superposition Coding (SC) technique. At the receiver side, the SC coded symbols are recovered with Successive Interference Cancellation (SIC). Assuming that complete channel state information is present at the base station, we propose (1) co-channel user set selection, (2) power distribution among the multiplexed users on each sub-band, and (3) power allocation across the sub-bands to maximize the weighted sum rate of the system. Since the problem is a non-convex combinatorial optimization problem, two step heuristic solution is employed. In the first step, for each of the sub-bands, a greedy user selection and iterative sub-optimal power allocation algorithm based on Difference of Convex (DC) programming is presented. In the second step, exploiting the DC structure of the modified problem, power allocation across sub-band is carried out through the same iterative power allocation algorithm. Simulation results are provided to assess and compare the performance of the proposed algorithms.
在这项工作中,我们考虑了基于正交频分复用的非正交多址系统的下行链路,其中使用叠加编码(SC)技术在同一子带(时频资源单元)上执行多个用户的传输。在接收端,用连续干扰消除(SIC)恢复SC编码符号。假设基站中存在完整的信道状态信息,我们提出(1)同信道用户集选择,(2)在每个子带上的复用用户之间分配功率,以及(3)跨子带分配功率以最大化系统的加权和速率。由于该问题是一个非凸组合优化问题,因此采用两步启发式求解。首先,针对每个子频段,提出了一种基于凸差分规划的贪婪用户选择和迭代次优功率分配算法。第二步,利用改进问题的直流结构,通过相同的迭代功率分配算法进行跨子带的功率分配。给出了仿真结果来评估和比较所提出算法的性能。
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引用次数: 163
Inter-network spatial sharing with interference mitigation based on IEEE 802.11ad WLAN system 基于IEEE 802.11ad WLAN系统的网络间空间共享与干扰抑制
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063523
W. Feng, Yong Li, Depeng Jin, Lieguang Zeng
With the significant growth of mobile data traffic in the coming years, 60-GHz millimeter-wave (mm-wave) communication shows great potential in high throughput networks to meet this demand. The directional transmission in 60-GHz radio has motivated studies of spatial sharing (SPSH). In IEEE 802.11ad, a widely acknowledged protocol of 60-GHz system, spatial sharing inside a network is supported. In addition, different networks are recommended to transmit in non-overlapping period to mitigate inter-network interference, which is hard to employ in real system under circumstances such as heavy traffic load. However, there is no specific mechanism for spatial sharing with interference mitigation among networks in IEEE 802.11ad standard. Therefore, we propose an inter-network spatial sharing strategy in IEEE 802.11ad Wireless Local Area Networks (WLANs) in this paper. Specifically, the strategy includes SPSH report, which helps establish a complete interference and coexistence database. Corresponding time scheduling scheme is based on mutual avoidance of interference. Extensive simulations have shown that our proposed strategy enhances spatial gain and depicted more robust performance compared with existing mechanism in IEEE 802.11ad.
随着未来几年移动数据流量的显著增长,60ghz毫米波通信在高吞吐量网络中显示出巨大的潜力来满足这一需求。60ghz无线电的定向传输引发了空间共享(SPSH)的研究。在IEEE 802.11ad这个被广泛认可的60ghz系统协议中,支持网络内部的空间共享。此外,建议不同网络在非重叠时段传输,以减轻网络间的干扰,这在实际系统中在大流量负载的情况下很难采用。然而,在IEEE 802.11ad标准中,没有具体的网络间空间共享和干扰缓解机制。因此,本文提出了一种IEEE 802.11ad无线局域网(wlan)的网络间空间共享策略。具体而言,该策略包括SPSH报告,有助于建立完整的干扰与共存数据库。相应的时间调度方案基于相互避免干扰。大量的仿真表明,与现有的IEEE 802.11ad机制相比,我们提出的策略提高了空间增益,并描绘了更稳健的性能。
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引用次数: 13
Enable concurrent transmissions with beamforming for broadband wireless access in CSMA/CA-based WLANs 在基于CSMA/ ca的wlan中,通过波束成形实现宽带无线接入的并发传输
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063576
Zhaohan Jia, Xin He, F. Li
In CSMA/CA based wireless local networks, two stations are not allowed to transmit at the same time due to interference generated to each other, resulting in degraded throughput. Concurrent transmission, which enables simultaneous transmission of two or more stations under certain conditions, is able to overcome this problem, leading to enhanced channel utilization efficiency. Different from earlier work on this topic which focuses on omni-direction concurrent transmission, we introduce in this paper beamforming into a co-channel concurrent transmission scheme and investigate the benefits of concurrency with beamforming. The circumstances for concurrent transmission and frame scheduling are investigated. Simulation results show that the throughput performance achieved by concurrency with beamforming outperforms the traditional transmission and the original omni-directional concurrent transmission.
在基于CSMA/CA的无线局域网络中,由于相互之间会产生干扰,不允许两个站点同时传输,从而导致吞吐量下降。并发传输能够在一定条件下实现两个或多个站点同时传输,从而克服了这一问题,从而提高了信道利用效率。与以往研究全方向并发传输不同,本文将波束形成引入到一种同信道并发传输方案中,并研究了波束形成并发的好处。研究了并行传输和帧调度的情况。仿真结果表明,采用波束成形并发传输的吞吐量性能优于传统的全向并发传输和原始的全向并发传输。
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引用次数: 2
Joint optimization of performance and economics in inter-domain traffic engineering 跨域交通工程中性能与经济性的联合优化
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063436
Rong Zhang, Yuehui Jin, Tan Yang, Yidong Cui, Yao Xiao
A major functionality of Inter-domain Traffic Engineering is to optimally allocate resources to meet traffic demand. We implement this functionality by introducing economics into the problem of performance optimization, achieving maximum performance while pursuing minimum economic costs. In this paper we propose the DOPE model (Dual-objective Optimization on Performance and Economics) as the foundation of building an Inter-domain Traffic Engineering architecture which optimizes performance and reduces economic costs simultaneously. We utilize the well-known concept of Nash Bargaining to optimize the performance so as to make the solution Pareto-efficient and fair. In addition we introduce the Revenue Sharing Contract in order to make the ISPs collaborate voluntarily to minimize the social economic costs. To protect ISPs from the leakage of sensitive information, we take a Decomposition Method, which combines the Sub-gradient Method with Lagrangian Relaxation Algorithm, and separates the overall dual-objective optimization problem into partial sub-problems. These sub-problems can be solved independently by ISPs. Our proposed approach is evaluated in several experiments with simulated networks. The results show that our approach converges quickly and performs as well as the centralized solution with full knowledge of the networks. Besides, our approach achieves both optimized performance and reduced economic costs, which is significantly better than existing unilateral methods. Therefore, we believe that our approach is an effective solution to the problem of Inter-domain Traffic Engineering, and will be highly adopted by ISPs when compared with existing approaches.
跨域流量工程的一个主要功能是优化资源配置以满足流量需求。我们通过将经济学引入性能优化问题来实现此功能,在追求最小经济成本的同时实现最大性能。本文提出了性能与经济双目标优化(Dual-objective Optimization on Performance and Economics)模型,作为构建性能优化与经济成本同时降低的跨域流量工程体系结构的基础。我们利用著名的纳什议价概念来优化绩效,使解决方案具有帕累托效率和公平性。此外,为了使网络服务提供商自愿合作,以使社会经济成本最小化,我们引入了收益共享契约。为了防止isp敏感信息泄露,我们采用了一种将子梯度法与拉格朗日松弛算法相结合的分解方法,将整体双目标优化问题分解为部分子问题。这些子问题可以由isp独立解决。我们提出的方法在模拟网络的几个实验中得到了评估。结果表明,该方法收敛速度快,性能与充分了解网络的集中式解决方案相当。此外,我们的方法实现了性能的优化和经济成本的降低,明显优于现有的单边方法。因此,我们认为我们的方法是解决跨域流量工程问题的有效方法,与现有方法相比,将被isp高度采用。
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引用次数: 0
Web bugs in the cloud: Feasibility study of a new form of EDoS attack 云中的Web bug:一种新形式的dos攻击的可行性研究
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063387
N. Vlajic, Armin Slopek
Economic Denial of Sustainability (EDoS) is a new form of security attack specifically targeting Cloud-hosted websites/domains. The main goal of EDoS attack is to impose a significant financial burden on the victim through skillful and measured consumption of the victim's metered (pay-as-you-go) bandwidth. The most straightforward way to conduct an EDoS attack is by means of a custom-built or a rented botnet capable of executing application-layer DDoS. However, the common known disadvantages of botnet-based EDoS/DDoS attacks are: a) high cost in cases when the (rented) botnet needs to be used over a prolonged interval of time, b) high chance of bot-blacklisting that could result in a significantly diminished attack potential. The goal of our work presented in this paper was to investigate the technical feasibility of using spam-email with Web-bugs in order to engage the browsers of legitimate users in an EDoS attack. Compared to a botnet-based EDoS, such an attack would be far more difficult to detect and thwart for the victim, while imposing minimal to no cost to the attacker. Our preliminary results, involving real-world spam-email and an actual `victim' site set up on Amazon S3 Cloud, show that EDoS using Web-bugs is a technically feasible attack option with a reasonably sufficient attack potential. To the best of our knowledge, this study is the first one to combine the topics/concepts of EDoS, Web-bugs and spam-email, and point to a potentially problematic interplay among them.
经济可持续性拒绝(EDoS)是一种专门针对云托管网站/域名的新形式的安全攻击。ddos攻击的主要目标是通过熟练地、有节制地消耗受害者的已计量(随用随付)带宽,给受害者造成沉重的经济负担。进行DDoS攻击最直接的方法是通过能够执行应用层DDoS的定制或租用僵尸网络。然而,基于僵尸网络的dos /DDoS攻击的常见缺点是:a)在需要长时间使用(租用的)僵尸网络的情况下,成本很高;b)被列入僵尸网络黑名单的可能性很高,这可能导致攻击潜力显著降低。我们在本文中提出的工作目标是研究使用带有web bug的垃圾邮件的技术可行性,以便使合法用户的浏览器参与ddos攻击。与基于僵尸网络的dos相比,这种攻击对受害者来说更难检测和阻止,而对攻击者造成的损失则微乎其微。我们的初步结果,包括真实的垃圾邮件和在Amazon S3 Cloud上设置的实际“受害者”网站,表明使用网络漏洞的EDoS是一种技术上可行的攻击选项,具有相当大的攻击潜力。据我们所知,这项研究是第一次将电子邮件攻击、网络漏洞和垃圾邮件的主题/概念结合起来,并指出它们之间潜在的问题相互作用。
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引用次数: 13
Antenna switching for security enhancement in full-duplex wiretap channels 全双工窃听信道中增强安全性的天线交换
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063614
Shihao Yan, Nan Yang, R. Malaney, Jinhong Yuan
We propose an antenna switching scheme in the full-duplex wiretap channel where the legitimate receiver, equipped with two antennas, operates in a full-duplex mode. We focus on a practical eavesdropping scenario where the instantaneous channel state information of the eavesdropper's channel is not available at the transmitter and the receiver. In our proposed scheme, the receiver selects the antenna that maximizes the main channel gain as the receive antenna and uses the remaining antenna to transmit jamming signals. We derive an exact expression for the secrecy outage probability to evaluate the secrecy performance of our new scheme. This expression allows us to quantify the secrecy performance gain of our proposed scheme relative to a standard antenna predetermination scheme where the receive and transmit antennas at the receiver are predetermined. We demonstrate that our scheme achieves a lower secrecy outage probability than the antenna predetermination scheme. We also show that our scheme achieves the full secrecy diversity order whereas the antenna predetermination scheme does not.
我们提出了一种在全双工窃听信道中的天线交换方案,其中配备两个天线的合法接收器以全双工模式工作。本文重点研究了一种实际的窃听场景,即窃听者的信道的瞬时状态信息在发送端和接收端都不可用。在我们提出的方案中,接收机选择主信道增益最大的天线作为接收天线,并使用剩余的天线发射干扰信号。我们导出了保密中断概率的精确表达式来评估新方案的保密性能。该表达式允许我们量化我们所提出的方案相对于标准天线预定方案的保密性能增益,其中接收器的接收和发射天线是预定的。结果表明,该方案比天线预定方案具有更低的保密中断概率。我们还证明了我们的方案可以实现完全保密的分集顺序,而天线预定方案则不能。
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引用次数: 16
Multi-wavelength visible light communication system design 多波长可见光通信系统设计
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063486
P. Butala, H. Elgala, T. Little, P. Zarkesh-Ha
Visible light communication (VLC) is achieved by modulation of one or more spectral components in the visible spectrum (≈380-780 um). The use of this range provides an opportunity to exploit an otherwise untapped medium that is used in human lighting. Most VLC systems constructed to date focus on using a broad visible band generated by phosphor-converted light emitting diodes, or by filtering to isolate the blue component from these sources. Multi-wavelength systems consider additional wavelength bands that are combined to produce the desired communications capacity and lighting output. This color combining, or mixing, realizes desired color temperature and intensity and represents a form of wavelength-division multiplexing. This paper investigates the relationships between the colors comprising the lighting source for a range of lighting states, the spectral separation of communication channels, the relative intensities required to realize lighting states, how modulation can be most effectively mapped to the available color channels, and the design of an optical filtering approach to maximize signal to noise ratio while minimizing crosstalk at the receiver. Simulation results based on a three colored VLC system are discussed using orthogonal frequency division multiplexing for each color. It is shown that the system is the most power efficient at 6250 K correlated color temperature, with transmitter spectral spread of 5 nm and filter transmittance width of 40 nm.
可见光通信(VLC)是通过调制可见光谱中的一个或多个光谱成分(≈380-780 um)来实现的。这个范围的使用提供了一个机会,以利用在人类照明中使用的其他未开发的媒介。迄今为止,大多数VLC系统都专注于使用由磷转换的发光二极管产生的宽可见波段,或者通过过滤来隔离这些光源中的蓝色成分。多波长系统考虑额外的波长波段,这些波段被组合起来以产生所需的通信容量和照明输出。这种颜色组合或混合实现了所需的色温和色强,并代表了波分复用的一种形式。本文研究了一系列照明状态下光源颜色之间的关系,通信信道的光谱分离,实现照明状态所需的相对强度,调制如何最有效地映射到可用的颜色通道,以及光滤波方法的设计,以最大限度地提高信噪比,同时减少接收机的串扰。讨论了采用正交频分复用技术对三色VLC系统的仿真结果。结果表明,该系统在相关色温为6250 K时功率效率最高,发射光谱展宽为5 nm,滤光片透过宽度为40 nm。
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引用次数: 12
System-level performance of downlink NOMA combined with SU-MIMO for future LTE enhancements 系统级性能的下行链路NOMA与未来LTE增强的SU-MIMO相结合
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOMW.2014.7063515
A. Benjebbour, Anxin Li, Y. Kishiyama, Huiling Jiang, Takehiro Nakamura
This paper investigates the system-level performance of downlink non-orthogonal multiple access (NOMA) combined with single user MIMO (SU-MIMO) for future LTE (Long-Term Evolution) enhancements. The goal is to clarify the performance gains of NOMA combined with SU-MIMO transmission, taking into account the LTE radio interface such as frequency-domain scheduling, adaptive modulation and coding (AMC), and NOMA specific functionalities such as multi-user pairing/ordering and transmit power allocation. In particular, we propose practical schemes to efficiently combine NOMA with open-loop SU-MIMO (Transmission Mode 3: TM3) and closed-loop SU-MIMO (Transmission Mode 4: TM4) specified in LTE. Based on computer simulations, we compare NOMA performance gains for different granularities of scheduling and MCS (modulation and coding scheme) selection, for both genie-aided channel quality information (CQI) estimation and approximated CQI estimation, and using different number of power sets. Evaluation results show that NOMA can still provide a hefty portion of its expected gains even with approximated CQI estimation and limited number of power sets, and also when LTE compliant subband scheduling and wideband MCS are applied.
本文研究了下行链路非正交多址(NOMA)与单用户MIMO (SU-MIMO)相结合的系统级性能,以用于未来LTE(长期演进)的增强。目标是澄清NOMA结合SU-MIMO传输的性能增益,考虑到LTE无线电接口,如频域调度、自适应调制和编码(AMC),以及NOMA特定的功能,如多用户配对/排序和传输功率分配。我们特别提出了将NOMA与LTE中规定的开环SU-MIMO(传输模式3:TM3)和闭环SU-MIMO(传输模式4:TM4)有效结合的实用方案。在计算机仿真的基础上,我们比较了遗传辅助信道质量信息(CQI)估计和近似CQI估计,以及使用不同数量的功率集,在调度和MCS(调制和编码方案)选择的不同粒度下NOMA的性能增益。评估结果表明,即使使用近似的CQI估计和有限数量的功率集,以及适用于LTE兼容子带调度和宽带MCS的情况下,NOMA仍然可以提供其预期增益的很大一部分。
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引用次数: 70
期刊
2014 IEEE Globecom Workshops (GC Wkshps)
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