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2014 IEEE Global Communications Conference最新文献

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A variable-length channel quantizer for multicast networks with two users 可变长度信道量化器,用于双用户组播网络
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7037350
X. Liu, Erdem Koyuncu, H. Jafarkhani
We investigate the channel quantization problem for two-user multicast networks where the transmitter is equipped with multiple antennas and either receiver is equipped with only a single antenna. Our goal is to design a global quantizer to minimize the outage probability. It is known that any fixed-length quantizer with a finite-cardinality codebook cannot achieve the same minimum outage probability as the case where all nodes in the network know perfect channel state information (CSI). To achieve the minimum outage probability, we propose a variable-length global quantizer that knows perfect CSI and sends quantized CSI to the transmitter and receivers. With a random infinite-cardinality codebook, we prove that the proposed quantizer is able to achieve the minimum outage probability with a low average feedback rate. Numerical simulations also validate our theoretical analysis.
研究了双用户组播网络中发射机配置多天线而接收机仅配置单天线的信道量化问题。我们的目标是设计一个全局量化器来最小化中断概率。众所周知,任何具有有限基数码本的定长量化器都无法实现与网络中所有节点都知道完美通道状态信息(CSI)的情况相同的最小中断概率。为了实现最小的中断概率,我们提出了一个可变长度的全局量化器,它知道完美的CSI,并将量化的CSI发送给发送者和接收者。通过一个随机的无限基数码本,我们证明了所提出的量化器能够在较低的平均反馈率下实现最小的中断概率。数值模拟也验证了我们的理论分析。
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引用次数: 0
Experimental study of concurrent data and wireless energy transfer for sensor networks 传感器网络并发数据和无线能量传输的实验研究
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7037190
M. Naderi, K. Chowdhury, S. Basagni, W. Heinzelman, S. De, S. Jana
Wireless transfer of energy through directed radio frequency waves has the potential to realize perennially operating sensor nodes by replenishing the energy contained in the limited on-board battery. However, the high power energy transfer from energy transmitters (ETs) interferes with data communication, limiting the coexistence of these functions. This paper provides the first experimental study to quantify the rate of charging, packet loss due to interference, and suitable ranges for charging and data communication of the ETs. It also explores how the placement and relative distances of multiple ETs affect the charging process, demonstrating constructive and destructive energy aggregation at the sensor nodes. Finally, we investigate the impact of the separation in frequency between data and energy transmissions, as well as among multiple concurrent energy transmissions. Our results aim at providing insights on radio frequency-based energy harvesting wireless sensor networks for enhanced protocol design and network planning.
通过定向无线射频波的无线传输能量有可能通过补充有限的车载电池中所含的能量来实现传感器节点的永久运行。然而,能量发射器(ETs)的高功率能量传输干扰了数据通信,限制了这些功能的共存。本文提供了第一个实验研究,量化了充电速率,由于干扰造成的数据包丢失,以及充电和数据通信的合适范围。它还探讨了多个et的位置和相对距离如何影响充电过程,展示了传感器节点上的建设性和破坏性能量聚集。最后,我们研究了数据和能量传输之间的频率分离以及多个并发能量传输之间的影响。我们的研究结果旨在为基于射频的能量收集无线传感器网络提供见解,以增强协议设计和网络规划。
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引用次数: 57
Distinguishing uncertain objects with multiple features for crowdsensing 基于多特征的人群感知不确定目标识别
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7037224
Bin Liu, Chao Song, Ming Liu, Nianbo Liu
The development of the smartphones with various sensors, and powerful capabilities (computing, storage, and communication), motivates a popular computing and sensing paradigm, crowdsensing. In general, in crowdsensing, the smart-phones sense and collect the sensory data from a large number of smartphone users, for distinguishing the uncertain objects. However, some existing solutions for crowdsensing usually prefer to utilize only one or few features to distinguish the uncertain objects. In this paper, due to the limitation of less features, we propose to utilize multiple features to distinguish the uncertain objects for crowdsensing. For distinguishing uncertain objects with multiple features, we propose to utilize KL divergence based clustering. Moreover, we introduce two other mutated forms, the symmetry KL divergence and Jensen-Shannon KL divergence, to improve our algorithm. We evaluate our proposed schemes with real data of multiple features, which are collected by the smartphones with the sensors.
具有各种传感器和强大功能(计算、存储和通信)的智能手机的发展,激发了一种流行的计算和感知范式,即群体感知。一般来说,在群体感知中,智能手机感知并收集大量智能手机用户的感官数据,以识别不确定的物体。然而,现有的一些群体感知解决方案通常倾向于仅利用一个或几个特征来区分不确定对象。在本文中,由于特征较少的限制,我们提出利用多特征来区分不确定目标进行众感知。为了区分具有多个特征的不确定目标,我们提出了基于KL散度的聚类方法。此外,我们还引入了对称KL散度和Jensen-Shannon KL散度两种突变形式来改进我们的算法。我们用带有传感器的智能手机收集的多个特征的真实数据来评估我们提出的方案。
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引用次数: 1
Widely linear sphere decoding by exploiting the hidden properties of PSK signals 利用PSK信号的隐藏特性实现宽线性球解码
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7037300
Yuehua Ding, Nanxi Li, Yide Wang, Suili Feng
Widely linear processing (WLP) can provide attractive performance improvement in wireless communication systems. However, performance improvement brought by WLP is mainly achieved by exploiting signal's non-circularity, which leads to the fact that existing works on WLP are mainly confined to the cases related to non circular signals or improper signals with imbalanced I/Q components. In this paper, WLP for circular signals, such as PSK signals, is investigated by exploiting the hidden properties of PSK signals. The hidden properties of PSK signals are firstly studied, and a unified mathematical model is derived to describe the hidden properties of PSK signals. Furthermore, a widely linear sphere decoding (WLSD) algorithm exploiting PSK signals' hidden properties is proposed for MIMO systems. Compared to traditional sphere decoding (SD), WLSD has little performance loss, and it transforms the traditional SD searching for the true transmitted vector into the shrunk searching for the corresponding rotation vector, the candidate rotation vectors of WLSD are only (1/2)NT of SD candidate vectors. Simulation results show that the proposed algorithm can achieve quasi-optimal BER performance, while the computational complexity is significantly reduced by more than a half compared with Schnorr-Euchner sphere decoder.
宽线性处理(WLP)在无线通信系统中具有显著的性能改进作用。然而,WLP带来的性能提升主要是通过利用信号的非圆性来实现的,这导致现有的WLP工作主要局限于非圆信号或I/Q分量不平衡的不当信号的情况。本文利用PSK信号的隐藏特性,研究了圆信号(如PSK信号)的WLP问题。首先研究了PSK信号的隐藏特性,并推导了一个统一的数学模型来描述PSK信号的隐藏特性。此外,针对MIMO系统,提出了一种利用PSK信号隐藏特性的宽线性球解码算法。与传统的球面解码(SD)相比,WLSD的性能损失很小,它将传统的寻找真实传输向量的SD解码转换为寻找相应旋转向量的压缩解码,WLSD的候选旋转向量仅为SD候选向量的(1/2)NT。仿真结果表明,该算法可以达到准最优的误码率,计算复杂度比施诺-欧希纳球解码器显著降低一半以上。
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引用次数: 5
Extending volunteer computing through mobile ad hoc networking 通过移动自组织网络扩展志愿者计算
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7036780
C. Funai, C. Tapparello, He Ba, Bora Karaoglu, W. Heinzelman
Volunteer computing provides a practical and low cost solution to the increasing computational demands of many applications. Recent advancements in mobile device processing capabilities, combined with the energy efficiency of the mobile devices, make their inclusion in a distributed computing architecture particularly appealing. However, the intrinsic requirement of Internet connectivity to participate in volunteer computing limits the direct adoption of mobile devices due to service availability or related costs to connect to the Internet. In this paper, we propose and implement a novel computational architecture that extends the ability of mobile devices to participate in volunteer computing through ad hoc networking. By introducing decentralized task distribution points, mobile devices are invited to join the computation via device to device communication, removing the requirement for an Internet connection. Using a prototype implementation running on Android devices, we investigate the impact of a promising ad hoc communication technology, namely WiFi Direct, and two task distribution algorithms with different computation and communication overheads, under various scenarios. Experimental results show that our proposed approach is feasible with only minor additional energy consumption at the decentralized task distribution points.
志愿计算为许多应用程序日益增长的计算需求提供了一种实用且低成本的解决方案。移动设备处理能力的最新进步,加上移动设备的能源效率,使得将它们包含在分布式计算体系结构中特别有吸引力。然而,互联网连接参与志愿计算的内在要求,由于服务可用性或连接互联网的相关成本,限制了直接采用移动设备。在本文中,我们提出并实现了一种新的计算架构,该架构扩展了移动设备通过自组织网络参与志愿计算的能力。通过引入分散的任务分发点,移动设备被邀请通过设备间通信加入计算,消除了对互联网连接的要求。通过在Android设备上运行的原型实现,我们研究了一种有前途的自组织通信技术,即WiFi Direct,以及两种具有不同计算和通信开销的任务分配算法在不同场景下的影响。实验结果表明,该方法是可行的,在分散的任务分配点上只需要少量的额外能量消耗。
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引用次数: 26
Performance analysis of multiuser 2-hop systems with random placement of relay nodes 随机中继节点布置的多用户2跳系统性能分析
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7037462
A. Zanella, A. Bazzi, B. Masini, G. Pasolini
We consider a multi-user scenario where sources transmit their messages to the destinations by means of a two-hop mechanism. To minimize the interference generated in the scenario, a simple opportunistic relay selection mechanism is investigated. The performance of the scenario is evaluated using some results of the stochastic geometry under the assumption that relay nodes are distributed according to a Poisson point process. Results show that, when the relay density is sufficiently high, a suitable choice of the relay leads to a limited amount of interference generated during source-relay and relay-destination transmissions.
我们考虑一个多用户场景,其中源通过两跳机制将其消息传输到目的地。为了尽量减少在这种情况下产生的干扰,研究了一种简单的机会中继选择机制。在中继节点按泊松点过程分布的假设下,利用随机几何的一些结果对该方案的性能进行了评价。结果表明,在中继密度足够大的情况下,适当的中继选择可以使源中继和中继-目的传输过程中产生的干扰量有限。
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引用次数: 5
Achievable rates for uplink communications in LTE-advanced networks with decode-and-forward relays 具有解码转发中继的lte高级网络中上行通信的可实现速率
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7037461
Xiaoxiao Zhang, Xuemin Shen, Liang-Liang Xie
This paper studies the cooperative transmission scheme and the achievable rate for uplink communications in an LTE-Advanced cellular network with Type II in-band decode-and-forward relay stations. The physical layer uplink transmission is based on single carrier frequency division multiple access (SC-FDMA) with frequency-domain equalization (FDE). Unlike orthogonal frequency division multiple access (OFDMA) where the users achievable rate is the summation of the rates on all allocated subcarriers, achievable rate of SC-FDMA system has a more complex expression because the subcarriers are transmitted sequentially rather than in parallel. With the joint superposition coding for cooperative relaying, we derive the expressions of the achievable rate for both zero-forcing (ZF) equalization and minimum mean square error (MMSE) equalization. Numerical results are given to verify the derived uplink achievable rates.
本文研究了带内译发中继站LTE-Advanced蜂窝网络中上行通信的协同传输方案和可实现速率。物理层上行传输基于带频域均衡(FDE)的单载波频分多址(SC-FDMA)。与正交频分多址(OFDMA)的用户可达速率是所有分配的子载波速率的总和不同,SC-FDMA系统的可达速率表达式更为复杂,因为子载波是按顺序而不是并行传输的。利用联合叠加编码,推导了零强制均衡和最小均方误差均衡的可实现速率表达式。数值结果验证了导出的上行可达速率。
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引用次数: 2
Balancing traffic load for devolved controllers in data center networks 数据中心网络中分散控制器的流量负载均衡
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7037144
Wanchao Liang, Xiaofeng Gao, Fan Wu, Guihai Clien, Wei Wei
Using a centralized controller for resource management and coordination is a common practice in cloud services. For scalability concern, in recent literature a novel approach, namely devolved controllers, was proposed. Such approach splits the network into regions, while each controller only monitors a portion of the traffic. This technique alleviates scalability issue, but brings other critical problems, such as unbalanced work load among controllers and reconfiguration complexities. In this paper, we investigate the usage of devolved controllers for large-scale data centers, and design a new scheme to overcome shortcomings, and to improve system performance. We first define Load Balancing problem for Devolved Controllers (LBDC), and prove its NP-completeness. For LBDC, we design an f-approximation, where f is the largest number of potential controllers for a switch in the network. We also propose both centralized and distributed approaches to solve LBDC time effectively. The numerical results validate our designs, which become a solution to manage and coordinate large-scale data centers.
使用集中式控制器进行资源管理和协调是云服务中的一种常见做法。考虑到可扩展性,在最近的文献中提出了一种新的方法,即下放控制器。这种方法将网络划分为多个区域,而每个控制器只监控一部分流量。这种技术减轻了可伸缩性问题,但也带来了其他关键问题,如控制器之间的工作负载不平衡和重新配置的复杂性。本文研究了下放控制器在大型数据中心中的应用,并设计了一种新的方案来克服其不足,提高系统性能。首先定义了下放控制器(LBDC)的负载平衡问题,并证明了其np完备性。对于LBDC,我们设计了一个f近似,其中f是网络中交换机潜在控制器的最大数量。我们还提出了集中式和分布式两种方法来有效地求解LBDC时间。数值结果验证了我们的设计,成为管理和协调大型数据中心的解决方案。
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引用次数: 11
Feasibility of a TV whitespaces enabled broadband network for high-speed trains 高速列车电视空白宽带网络的可行性
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7036932
Andreas Achtzehn, Dominik Deling, M. Petrova
In this paper we analyze the potential use of underutilized TV frequencies to enable high-speed hotspots and data offloading in trains. We propose a system where the hotspots connect via TV frequencies to base stations that are located at the train stations. Using data from the railway network of Germany and detailed spectrum availability information we carry out a performance analysis for various realistic scenarios and configurations of a secondary system that relies on LTE technologies. Our analysis shows that sustainable data rates beyond 20 Mbps per train can be achieved in all considered scenarios, and that a proposed modified spectrum policy for authorized shared access of the secondary system will yield near-universal coverage. The results show that it would be possible to provide cost-efficient broadband connectivity for a national high-speed train network by using unused TV frequencies.
在本文中,我们分析了未充分利用的电视频率的潜在用途,以实现高速热点和数据卸载在火车上。我们提出了一个系统,其中热点通过电视频率连接到位于火车站的基站。利用来自德国铁路网的数据和详细的频谱可用性信息,我们对依赖LTE技术的二次系统的各种现实场景和配置进行了性能分析。我们的分析表明,在所有考虑的场景中,每列列车超过20 Mbps的可持续数据速率都可以实现,并且针对二级系统授权共享访问的拟议修改频谱政策将产生近乎普遍的覆盖。结果表明,利用未使用的电视频率为全国高速铁路网提供经济高效的宽带连接是可能的。
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引用次数: 5
Low power synchronization design for large bandwidth wireless LAN systems 大带宽无线局域网系统的低功耗同步设计
Pub Date : 2014-12-01 DOI: 10.1109/GLOCOM.2014.7037336
S. Rajagopal, S. Abu-Surra, Eran Pisek
Wireless LAN systems have been continuously evolving to provide ~10X increase in data rates every five years, exploiting higher mmWave frequencies and larger bandwidths, such as IEEE 802.11ad, providing 6.76 Gb/s using 2.16 GHz of bandwidth at 60 GHz. One of the key technical challenges to successful commercialization of these large bandwidth systems is power consumption. In this paper, we focus on reducing the idle listening mode power consumption where the device is actively looking for packets and the power consumption is dominated by the high speed ADCs. We propose a low power and bandwidth-scalable synchronization design for large bandwidth systems by developing reduced bandwidth modes in high-speed ADCs used in such systems. We study the impact of the proposed synchronization design on the detection probability, false alarm, AGC design and symbol timing estimation. Comparisons of our design using a bandwidth reduction of 4 with the existing IEEE 802. Had synchronization design show no loss in AWGN and a 0.8 dB loss in fading for an equivalent acquisition time and false alarm rate while providing a 33% power reduction in idle mode, assuming the ADCs consume 50% of the total idle power consumption. We also provide backward compatibility with current IEEE 802.11ad systems with limited impact on performance and power consumption.
无线局域网系统一直在不断发展,利用更高的毫米波频率和更大的带宽,每五年提供约10倍的数据速率增长,例如IEEE 802.11ad,在60 GHz时使用2.16 GHz的带宽提供6.76 Gb/s。这些大带宽系统成功商业化的关键技术挑战之一是功耗。在本文中,我们的重点是降低空闲侦听模式的功耗,在这种模式下,设备正在主动寻找数据包,并且功耗由高速adc主导。我们通过开发用于大带宽系统的高速adc的低带宽模式,提出了一种用于大带宽系统的低功耗和带宽可扩展同步设计。我们研究了所提出的同步设计对检测概率、虚警、AGC设计和符号时序估计的影响。将我们的设计与现有的IEEE 802进行了带宽减少4的比较。在相同的采集时间和误报率下,同步设计显示AWGN没有损耗,衰落损耗为0.8 dB,同时在空闲模式下提供33%的功耗降低,假设adc消耗总空闲功耗的50%。我们还提供与当前IEEE 802.11ad系统的向后兼容性,对性能和功耗的影响有限。
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引用次数: 3
期刊
2014 IEEE Global Communications Conference
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