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2014 IEEE Wireless Communications and Networking Conference (WCNC)最新文献

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Environment-aware localization of femtocells for interference management 用于干扰管理的飞基站环境感知定位
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6952692
Avishek Patra, Janne Riihijärvi, J. Nasreddine, P. Mähönen
Femtocells are a promising approach to provide high data rates through autonomous configuration in indoor environments. However, due to the random and uncontrolled deployment of femtocells within users premises, interference between femtocells themselves and with macrocell base stations is a major issue. In this work, we look into the interference management problem and work towards the development of an interference mitigation algorithm based on the localization of randomly positioned femtocells using radio environmental information. In particular, we show that based on building floorplans and basic information on the urban landscape, femtocells can accurately localize themselves using macrocellular base stations as anchor nodes. Based on the localized femtocell positions, various channel allocation schemes are employed to mitigate interference.
femtocell是一种很有前途的方法,可以通过在室内环境中自主配置来提供高数据速率。然而,由于在用户房内随机和不受控制地部署移动基站,移动基站本身和与大蜂窝基站之间的干扰是一个主要问题。在这项工作中,我们研究了干扰管理问题,并致力于开发一种基于使用无线电环境信息对随机定位的飞基站进行定位的干扰缓解算法。特别是,我们表明,基于建筑平面图和城市景观的基本信息,飞蜂窝可以使用宏蜂窝基站作为锚节点准确地定位自己。基于定位的飞基站位置,采用了多种信道分配方案来减小干扰。
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引用次数: 0
An autonomic indoor positioning application based on smartphone 基于智能手机的自主室内定位应用
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6953086
Yi Sun, Yubin Zhao, J. Schiller
Nowadays positioning and navigation technologies based on smartphone are sprouting up for numerous application scenarios. In this paper a more self-contained approach is introduced by which merely inertial units within the smartphone are utilized. By the Pedestrian Dead Reckoning technique, all kinds of indoor location information are provided at users' disposal. With the gyroscope, the attitude of smartphone is measured. So the real time accelerations in standard coordinate system without gravity component can be calculated. Here only vertical acceleration signals are made use of to extract the features for steps counting as well as step lengths estimation. A series of algorithms are employed to eliminate the noise and deviation, such as Zero Velocity Compensation, Moving Average Filter, Kalman Filter, and Successive Peaks Merging. Particularly the whole walking process is divided into small segments in each of which only straight walking, no stop, no turn is contained. So, different segments are processed respectively with distinctive parameters. The breakpoints are determined by moving variance analysis for accelerations and rotation angles, after which the heading and length of every step are acquired so that the mileage and position can be updated, closely followed by moving trajectory. In experiments, the average deviation of our approach is 0.48 m.
如今,基于智能手机的定位和导航技术正在涌现出众多的应用场景。在本文中,一个更自包含的方法被引入,其中仅仅是智能手机内的惯性单位被利用。通过行人航位推算技术,为用户提供各种室内位置信息。利用陀螺仪测量智能手机的姿态。这样就可以在没有重力分量的标准坐标系下计算出实时加速度。这里只使用垂直加速度信号来提取步长计数和步长估计的特征。采用了零速度补偿、移动平均滤波、卡尔曼滤波和连续峰值合并等一系列算法来消除噪声和偏差。特别是整个步行过程被分成小段,每个小段只直线行走,不停止,不转弯。因此,不同的片段用不同的参数分别进行处理。通过对加速度和旋转角度的移动方差分析确定断点,然后获取每一步的航向和长度,从而更新里程和位置,紧随其后的是移动轨迹。在实验中,我们的方法的平均偏差为0.48 m。
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引用次数: 11
Efficiency and coverage improvement of active RFID two-hop relay systems 有源RFID两跳中继系统的效率和覆盖改进
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6952597
Alireza Eshraghi, B. Maham, Zhu Han, Morteza Banagar
One major issue in the design of active Radio Frequency IDentification (RFID) systems is the need for increasing the coverage, since it is essential for many applications to have a large communication range. In this paper, we propose an active RFID system based on ISO/IEC 18000-7, an energy efficient RFID standard, in which a two-hop relay system is utilized. It is shown that our proposed two-hop relay system can increase the coverage of the reader. In order to increase the efficiency of the two-hop system, we propose a Participation ID (PID) two-hop system. In our modified method, active tags do not participate more than once in a collection round. Hence, the power consumption of active tags is decreased and the throughput of the system is increased. We also evaluate the performance improvement of our modified method in comparison to the existing two-hop relay systems through simulation.
有源射频识别(RFID)系统设计中的一个主要问题是需要增加覆盖范围,因为对于许多应用来说,具有较大的通信范围是必不可少的。在本文中,我们提出了一种基于ISO/IEC 18000-7的有源RFID系统,这是一种高效节能的RFID标准,其中使用了两跳中继系统。实验结果表明,所提出的两跳中继系统可以提高阅读器的覆盖范围。为了提高两跳系统的效率,我们提出了一种参与ID (PID)两跳系统。在我们修改的方法中,活动标记在一次收集轮中只参与一次。因此,降低了有源标签的功耗,提高了系统的吞吐量。通过仿真,比较了改进后的方法与现有的两跳中继系统的性能改进。
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引用次数: 4
Phase-tuned layers with multiple 2D SS codes realize 16PSK communication 具有多个二维SS码的相位调谐层实现16PSK通信
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6952051
T. Kohda, Y. Jitsumatsu, K. Aihara
The Separable Property (SP) condition for time and frequency synchronization compels us to determine phase correction terms in the Gabor Division/Spread Spectrum System (GD/S3). The phase correction technique has led us to design a GD/S3 receiver equipped with phase-tuned layers for Mary phase shift keying (MPSK). The resulting signal points of the time domain (TD) and frequency domain (FD) correlator outputs of each layer for M = 16 consist of only three lines, called a main-lobe with a layer-dependent phase angle and sidelobes with phase angle ±2π/16. The two sidelobes suggesting bit errors are removed by using code division multiple target (CDMT), inspired by code division multiple-access (CDMA) philosophy. The simulation result for 16PSK is confirmed.
时间和频率同步的可分离性(SP)条件迫使我们确定Gabor分/扩频系统(GD/S3)中的相位校正项。相位校正技术使我们设计了一种具有相位调谐层的GD/S3接收机,用于多级相移键控(MPSK)。当M = 16时,每层时域(TD)和频域(FD)相关器输出的结果信号点仅由三条线组成,称为相位角与层相关的主瓣和相位角为±2π/16的副瓣。受码分多址(CDMA)思想的启发,采用码分多址(CDMT)技术消除了提示误码的两个副瓣。验证了16PSK的仿真结果。
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引用次数: 1
Sparse dimensionality reduction based on compressed sensing 基于压缩感知的稀疏降维
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6953119
Yufang Tang, Xueming Li, Yang Liu, Jizhe Wang, Yan Xu
In this paper, we propose a novel approach SDR-CS (Sparse Dimensionality Reduction based on CS) based on compressed sensing to reduce dimensionality. With certain constraint of objective function, our semi-supervised learning method utilizes instance to construct the optimally sparse dictionary in the training dataset, employs K-SVD and OMP algorithms to improve the convergence rate of learning, and then reduces the dimensionality of sparse representation of original data by Gaussian random matrix as measurement matrix, to achieve the purpose of dimensionality reduction. Experimental results demonstrate that our overcomplete sparse dictionary can enhance the major underlying structure characteristics of sparse representation, which are mapped into the regions with continuous dimensionality, not the same dimensionality, and improve the discrimination among data which belong to different classes. Only with the constraint of l2-norm, the proposed SDR-CS method has better performance of dimensionality reduction in the MNIST dataset, and it is superior to other existing methods with constraints of l2/l1-norm, achieving the classification error rate of 0.03.
本文提出了一种基于压缩感知的稀疏降维方法SDR-CS (Sparse Dimensionality Reduction based on CS)。我们的半监督学习方法在一定的目标函数约束下,利用实例在训练数据集中构造最优稀疏字典,采用K-SVD和OMP算法提高学习的收敛速度,然后用高斯随机矩阵作为度量矩阵对原始数据的稀疏表示进行降维,达到降维的目的。实验结果表明,我们的过完备稀疏字典可以增强稀疏表示的主要底层结构特征,将其映射到具有连续维数的区域,而不是相同维数的区域,并提高了不同类别数据之间的区分能力。仅在l2-范数约束下,本文提出的drs - cs方法在MNIST数据集上具有更好的降维性能,优于现有的l2/l1-范数约束下的其他方法,分类错误率为0.03。
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引用次数: 1
Low-complexity multiuser detection for uplink large-scale MIMO 面向上行大规模MIMO的低复杂度多用户检测
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6951951
Shengchu Wang, Yunzhou Li, Jing Wang
In this paper, an iterative multiuser detector is proposed for uplink large-scale Multiple Input Multiple Output (MIMO). It is developed based on the Generalized Approximate Message Passing (GAMP) algorithm, and its convergence properties are analyzed by a one-dimensional iteration termed as State Evolution (SE). The SE analysis proves that the complexity of the GAMP detector (GAMPd) is one order of magnitude smaller than that of the Minimum Mean Square Error (MMSE) detector. Simulation results show the GAMPd performs similarly to MMSE at least, and even outperforms the latter when the number of BS antennas is not much larger than the number of users. In addition, the GAMPd with matrix-vector multiplications is suitable for hardware implementation.
提出了一种用于上行链路大规模多输入多输出(MIMO)的迭代多用户检测器。它是在广义近似消息传递(GAMP)算法的基础上发展起来的,并通过称为状态演化(SE)的一维迭代分析了其收敛性。SE分析证明,GAMP检测器(GAMPd)的复杂度比最小均方误差检测器(MMSE)的复杂度小一个数量级。仿真结果表明,GAMPd的性能至少与MMSE相当,当BS天线数量不大于用户数量时,GAMPd的性能甚至优于MMSE。此外,具有矩阵-向量乘法的GAMPd适合硬件实现。
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引用次数: 19
Detecting replicated nodes in Wireless Sensor Networks using random walks and network division 基于随机漫步和网络划分的无线传感器网络复制节点检测方法
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6952822
W. Z. Khan, M. Aalsalem, Mohamad Naufal Mohamad Saad, Yang Xiang, T. Luan
Wireless Sensor Networks are vulnerable to node replication attacks due to deployment in unattended environments and the lack of physical tamper-resistance. An adversary can easily capture and compromise sensor nodes and after replicating them, he inserts arbitrary number of replicas into the network to mount a wide variety of internal attacks. In this paper we propose a novel distributed solution (RAND) for the detection of node replication attack in static WSNs which combines random walks with network division and works in two phases. In the first phase called network configuration phase, the entire network is divided into different areas. In the second phase called replica detection phase, the clone is detected by following a claimer-reporter-witness framework and a random walk is employed within each area for the selection of witness nodes. Simulation results show that our scheme outperforms the existing witness node based strategies with moderate communication and memory overhead.
由于部署在无人值守的环境中,并且缺乏物理防篡改能力,无线传感器网络容易受到节点复制攻击。攻击者可以很容易地捕获和破坏传感器节点,在复制它们之后,他将任意数量的副本插入网络,以发动各种各样的内部攻击。本文提出了一种将随机行走与网络划分相结合的静态wsn节点复制攻击检测的分布式解决方案。在第一阶段称为网络配置阶段,将整个网络划分为不同的区域。在第二阶段称为副本检测阶段,通过遵循索赔人-报告人-证人框架来检测克隆,并在每个区域内使用随机漫步来选择证人节点。仿真结果表明,该方案在通信和内存开销适中的情况下优于现有的基于见证节点的策略。
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引用次数: 23
Adjacent channel interference aware channel selection for wireless local area networks 无线局域网相邻信道干扰感知信道选择
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6952917
M. Gokturk, Gulden Ferazoglu
A channel selection mechanism, interference aware channel selection (IACS) that chooses the channel with the maximum achievable data rate is proposed. Achievable rate is calculated by considering information on signal strength of clients, airtime and effective noise floor (NF). While measuring the effective NF of a channel, adjacent channel rejection (ACR) capability of access point (AP) is taken into account. We fully characterized the ACR performance of an AP via conducted tests carried out in laboratory environment. This ACR information is then used to compute the effective NF of channels that encounter adjacent channel interference (ACI). The proposed IACS algorithm is implemented and its performance is demonstrated in an example scenario. It is shown that with the use of IACS, network sustains high throughput values even in the presence of powerful interference sources in the vicinity, whereas schemes that do not consider ACI fail even to provide communication.
提出了一种信道选择机制——干扰感知信道选择(IACS),它选择具有最大可实现数据速率的信道。可达速率是根据客户端信号强度、通话时间和有效本底噪声(NF)等信息计算得出的。在测量信道的有效信噪比时,要考虑接入点(AP)的相邻信道拒绝(ACR)能力。我们通过在实验室环境中进行的测试,充分表征了AP的ACR性能。然后使用这些ACR信息来计算遇到相邻信道干扰(ACI)的信道的有效NF。实现了该算法,并通过实例验证了该算法的性能。结果表明,使用IACS,即使在附近存在强大干扰源的情况下,网络也能保持高吞吐量值,而不考虑ACI的方案甚至无法提供通信。
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引用次数: 4
Effective data gathering and energy efficient communication protocol in Wireless Sensor Networks employing UAV 无人机无线传感器网络中有效的数据采集和节能通信协议
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6952715
Say Sotheara, Kento Aso, Naoto Aomi, S. Shimamoto
This paper proposes the effective data gathering and energy efficient communication scheme for Wireless Sensor Networks employing Unmanned Aerial Vehicle. In this scheme, we minimize the number of redundant sensors communicating with UAV by assigning the sensors inside the coverage area of UAV's beacon signal into different priority groups. Once the priority segments, Circularly Optimized Frame Selection (COFS), are defined, data communication is handled from higher to lower transmission priority frame sequentially. The work presented in the paper is based on multi-hop approach. Therefore, the plausible algorithms employing the scheme COFS are proposed to engage in effective data collection. As a result, both the proposed scheme and algorithms are significant to obtain low energy consumption as well as increase the lifetime of sensors inside the network. The energy consumption model is also presented. This study is confirmed by simulating the WSN-UAV system employing our proposed model.
提出了一种基于无人机的无线传感器网络的高效数据采集和节能通信方案。该方案通过将无人机信标信号覆盖范围内的传感器划分为不同的优先级组,最大限度地减少与无人机通信的冗余传感器数量。一旦定义了优先级段循环优化帧选择(COFS),数据通信就按顺序从高优先级帧到低优先级帧进行处理。本文提出的工作是基于多跳方法。因此,提出了采用COFS方案的合理算法来进行有效的数据收集。因此,所提出的方案和算法对于获得低能耗和增加网络内传感器的寿命都具有重要意义。并建立了能耗模型。利用本文提出的模型对WSN-UAV系统进行了仿真,验证了本文的研究结果。
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引用次数: 44
On the maximum and minimum of two modified Gamma-Gamma variates with applications 两个修正γ - γ变量的最大值和最小值及其应用
Pub Date : 2014-04-06 DOI: 10.1109/WCNC.2014.6951979
H. AlQuwaiee, I. S. Ansari, Mohamed-Slim Alouini
In this work, we derive the statistical characteristics of the maximum and the minimum of two modified1 Gamma-Gamma variates in closed-form in terms of Meijer's G-function and the extended generalized bivariate Meijer's G-function. Then, we rely on these new results to present the performance analysis of (i) a dual-branch free-space optical selection combining diversity undergoing independent but not necessarily identically distributed Gamma-Gamma fading under the impact of pointing errors and of (ii) a dual-hop free-space optical relay transmission system. Computer-based Monte-Carlo simulations verify our new analytical results.
本文用mejer 's g -函数和扩展的广义二元mejer 's g -函数导出了闭型两个修正1 γ - γ变量的极大值和极小值的统计特征。然后,我们根据这些新结果对(i)在指向误差的影响下,具有独立但不一定相同分布的Gamma-Gamma衰落的双支路结合分集的自由空间光选择和(ii)双跳自由空间光中继传输系统的性能进行了分析。基于计算机的蒙特卡罗模拟验证了我们的新分析结果。
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引用次数: 3
期刊
2014 IEEE Wireless Communications and Networking Conference (WCNC)
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