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Robust wireless multihop localization using mobile anchors 使用移动锚的鲁棒无线多跳定位
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6654726
Walid M. Ibrahim, A. Taha, S. Arabia
Knowing the position of sensor nodes in an environmental monitoring is useful to identify the location of events. However deploying GPS receivers or other anchor sensors is expensive, since the role of anchor nodes ends after localizing sensor nodes' positions and they are transferred into ordinary sensor nodes. In this paper, we introduce a new localization scheme for a wireless sensor network that can localize sensor nodes using a collinear and non-collinear mobile anchor node. This scheme benefits from the estimated distance between neighbor nodes and additional information provided by the anchor node about the flow direction of the message. Each node localizes it's position from two independent directions. A Kalman Filter is then used to improve the location accuracy for each node. Through simulation studies, we show that the scheme using a Kalman Filter decreases the estimation errors than using single direction by 31% and 16% better than using weighted averages. As well, our new scheme overcomes the collinearity problem that appears from using mobile anchor nodes.
了解环境监测中传感器节点的位置对于确定事件的位置非常有用。然而,部署GPS接收器或其他锚点传感器是昂贵的,因为锚点节点的作用在定位传感器节点位置后结束,它们被转移到普通传感器节点。本文介绍了一种新的无线传感器网络定位方案,该方案可以利用共线和非共线移动锚节点对传感器节点进行定位。该方案得益于邻居节点之间的距离估计和锚节点提供的关于消息流向的附加信息。每个节点从两个独立的方向定位它的位置。然后使用卡尔曼滤波来提高每个节点的定位精度。仿真研究表明,采用卡尔曼滤波的方案比单一方向的估计误差降低31%,比加权平均的估计误差降低16%。此外,我们的新方案克服了使用移动锚节点所出现的共线性问题。
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引用次数: 4
SPIT callers detection with unsupervised Random Forests classifier 基于无监督随机森林分类器的SPIT呼叫者检测
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6654830
Kentaroh Toyoda, I. Sasase
As VoIP (Voice over IP) grows rapidly, it is expected to prevail tremendous unsolicited advertisement calls, which type of calls is referred to SPIT (SPam over Internet Telephony). SPIT detection is more difficult to execute than email SPAM detection since the callee or SPIT detection system does not tell whether it is SPIT or legitimate call until he/she actually takes a call. Recently, many SPIT detection techniques are proposed by finding outliers of call patterns. However, most of these techniques suffer from setting a threshold to distinguish that the caller is legitimate or not and this could cause to high false negative rate or low true positive rate. This is because these techniques analyse call pattern by a single feature e.g. call frequency or average call duration. In this paper, we propose a multi-feature call pattern analysis with unsupervised Random Forests classifier, which is one of the excellent classification algorithms. We also propose two simple but helpful features for better classification. We show the effectiveness of Random Forests based classification without supervised training data and which features contribute to classification.
随着VoIP (Voice over IP)的迅速发展,预计将会有大量的未经请求的广告电话,这种电话被称为SPIT (SPam over Internet Telephony)。恶意呼叫检测比垃圾邮件检测更难执行,因为被呼叫方或恶意呼叫检测系统在他/她实际接听电话之前无法判断这是恶意呼叫还是合法呼叫。近年来,许多语音识别技术都是通过寻找呼叫模式的异常值来实现的。然而,大多数这些技术都设置了一个阈值来区分调用者是否合法,这可能导致高假阴性率或低真阳性率。这是因为这些技术通过单个特征来分析呼叫模式,例如呼叫频率或平均呼叫时长。本文提出了一种基于无监督随机森林分类器的多特征呼叫模式分析算法,它是一种优秀的分类算法。为了更好地分类,我们还提出了两个简单但有用的特征。我们展示了在没有监督训练数据的情况下基于随机森林的分类的有效性,以及哪些特征有助于分类。
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引用次数: 15
Beyond turbo codes: Rate-compatible punctured polar codes 超越涡轮码:速率兼容穿孔极性码
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6655078
K. Niu, Kai Chen, Jiaru Lin
CRC (cyclic redundancy check) concatenated polar codes are superior to the turbo codes under the successive cancellation list (SCL) or successive cancellation stack (SCS) decoding algorithms. But the code length of polar codes is limited to the power of two. In this paper, a family of rate-compatible punctured polar (RCPP) codes is proposed to satisfy the construction with arbitrary code length. We propose a simple quasi-uniform puncturing algorithm to generate the puncturing table. And we prove that this method has better row-weight property than that of the random puncturing. Simulation results under the binary input additive white Gaussian noise channels (BI-AWGNs) show that these RCPP codes outperform the performance of turbo codes in WCDMA (Wideband Code Division Multiple Access) or LTE (Long Term Evolution) wireless communication systems in the large range of code lengths. Especially, the RCPP code with CRC-aided SCL/SCS algorithm can provide over 0.7dB performance gain at the block error rate (BLER) of 10-4 with short code length M = 512 and code rate R = 0.5.
CRC(循环冗余校验)级联极化码在连续对消列表(SCL)或连续对消堆栈(SCS)译码算法下优于turbo码。但是,极性码的码长受限于2的幂。为了满足任意码长结构,本文提出了一组速率兼容的刺穿极性码。我们提出了一种简单的准均匀穿刺算法来生成穿刺表。并证明了该方法比随机穿刺法具有更好的行权特性。在二进制输入加性高斯白噪声信道(BI-AWGNs)下的仿真结果表明,在大码长范围内,RCPP码的性能优于WCDMA(宽带码分多址)或LTE(长期演进)无线通信系统中的turbo码。特别是采用crc辅助SCL/SCS算法的RCPP码,在短码长M = 512、码率R = 0.5的分组误码率(BLER)为10-4时,可以提供0.7dB以上的性能增益。
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引用次数: 143
An optimal pre-compensation based joint polarization-amplitude-phase modulation scheme for the power amplifier energy efficiency improvement 一种优化的基于预补偿的联合极化-幅相调制方案,用于提高功率放大器的能量效率
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6655210
Dong Wei, Chunyan Feng, Caili Guo
A Joint Polarization-Amplitude-Phase Modulation (JPAPM) scheme in wireless communication is proposed to improve the Power Amplifier (PA) energy efficiency. The proposed scheme introduces the signal's Polarization State (PS), amplitude and phase as the information-bearing parameters. Thus, the data rate can be further enhanced on the basis of the traditional amplitude-phase modulation. Also, since the transmitted signal's PS completely manipulated by orthogonally dual-polarized antennas is unaffected by the PA, JPAPM can let PA work in its nonlinear region to acquire high PA conversion efficiency. Furthermore, to mitigate the polarization-based impairment to JPAPM caused by the wireless channel's polarization dependent loss effect, the optimal pre-compensation algorithm is also presented. Simulation under the same symbol error rate and channel state shows the JPAPM can improve the PA energy efficiency significantly compared with the traditional quadrature amplitude modulation.
为了提高功率放大器的能效,提出了一种用于无线通信的联合极化-幅相调制(JPAPM)方案。该方案引入信号的偏振态(PS)、幅值和相位作为承载信息的参数。因此,可以在传统的幅相位调制的基础上进一步提高数据速率。另外,由于传输信号的PS完全由正交双极化天线操纵,不受PA的影响,因此JPAPM可以让PA工作在其非线性区域,从而获得较高的PA转换效率。此外,为了减轻无线信道极化相关损耗效应对JPAPM的极化损害,提出了最优预补偿算法。在相同码元错误率和信道状态下的仿真结果表明,与传统的正交调幅相比,JPAPM能显著提高调幅系统的能量利用率。
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引用次数: 17
Energy-efficiency of LTE for small data machine-to-machine communications 用于小数据机器对机器通信的LTE能效
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6655207
Kun Wang, J. Alonso-Zarate, M. Dohler
In this paper, we evaluate the energy-efficiency of LTE for Machine-to-Machine (M2M) communications with small data transmissions. We quantify the minimum resources that can be allocated in LTE for the uplink and we show that the energy-efficiency of the transmissions of small blocks of data strongly depends on the transmission power and the Adaptive Modulation and Coding (AMC) procedure. Indeed, when an aggressive Modulation and Coding Scheme (MCS) is used thanks to good channel quality, the energy-efficiency of LTE decreases for the transmission of small amounts of data, as the physical resource blocks are under-utilized. In addition, we propose a solution to deal with this drawback by selecting an optimal MCS and utilizing the LTE Uplink Power Control (UPC) mechanism. The results presented in this paper are based on open-source ns-3 computer-based simulations.
在本文中,我们评估了LTE在小数据传输的机器对机器(M2M)通信中的能效。我们量化了可以在LTE中为上行链路分配的最小资源,并表明小数据块传输的能源效率在很大程度上取决于传输功率和自适应调制和编码(AMC)过程。事实上,由于信道质量好,当使用积极的调制和编码方案(MCS)时,由于物理资源块未得到充分利用,LTE的能源效率在传输少量数据时降低。此外,我们提出了一种解决方案,通过选择最优的MCS和利用LTE上行功率控制(UPC)机制来处理这一缺点。本文给出的结果是基于开源的ns-3计算机模拟。
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引用次数: 43
Optimal client association, airtime sharing and contention resolution in throughput fair multi-cell WLANs with hidden APs 具有隐藏ap的吞吐量公平多小区无线局域网中最优客户端关联、无线时间共享和争用解决
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6655554
Jun Zhang, Jason Min Wang, Ying Wang, B. Bensaou
In this paper we study the problem of client association, airtime sharing and contention resolution in a multi-cell WLAN to achieve fair download bandwidth sharing. We first model the problem as a utility maximization problem, then, because of the integral nature of association, the problem being NP-hard, we decompose it into two sub-problems: the client association problem on one hand, and the joint airtime sharing and contention resolution problem on the other. We show that, for each fixed association pattern, the corresponding joint airtime sharing and contention resolution problem can be solved in polynomial time. To solve the client association problem, we propose the so-called Swap localized algorithm. The Swap procedure iteratively swaps clients between pairs of neighbour access points (APs) if the swap leads to an improvement in the global utility. Simulation results show that, the proposed algorithm is significantly better than RSSI-based heuristic, and quickly leads to a near-optimal solution.
为了实现公平的下载带宽共享,本文研究了多小区无线局域网中的客户端关联、分时共享和争用解决问题。我们首先将该问题建模为效用最大化问题,然后,由于关联的整体性,该问题是np困难的,我们将其分解为两个子问题:客户端关联问题,以及联合广播时间共享和争用解决问题。我们证明,对于每个固定的关联模式,相应的联合空域共享和争用解决问题可以在多项式时间内解决。为了解决客户端关联问题,我们提出了Swap本地化算法。如果交换导致全局实用程序的改进,那么Swap过程将在邻居接入点(ap)对之间迭代地交换客户端。仿真结果表明,该算法明显优于基于rssi的启发式算法,能快速得到接近最优解。
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引用次数: 0
NDA SNR estimation techniques for non-equiprobable signaling using non-coherent OOK receivers 非相干OOK接收机非等概率信号的NDA信噪比估计技术
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6655477
V. Sridharan, N. Kiyani, H. Nikookar, J. V. D. Heuvel, G. Dolmans
In this paper, non-data aided (NDA) signal-to-noise ratio (SNR) estimation techniques for non-coherent on-off keying (OOK) receivers using non-equiprobable signal transmission is analyzed. Expectation-maximization (EM), M1M2 and M2M3 estimators are investigated. It is shown that the performance of moments based estimators degrade in high SNR region due to bad noise estimates. Moreover, lower moment based estimator, i.e., M1M2 is shown to be inoperable for equiprobable case. EM estimator is investigated and a noise recalibration stage is added for high SNR region. Hybrid estimators, i.e., M1M2-EM and M2M3 - EM are proposed to cover a wide range of SNR for equiprobable and non-equiprobable signal transmission. The normalized mean square error (NMSE) is evaluated for each estimator. Closed form analytical expressions are derived for each of the estimators and is found to be in good agreement with the simulations.
本文分析了基于非等概率信号传输的非相干开关键控接收机的非数据辅助(NDA)信噪比估计技术。研究了期望最大化(EM)、M1M2和M2M3估计量。结果表明,在高信噪比区域,由于差的噪声估计,矩估计器的性能会下降。此外,基于低矩的估计器,即M1M2,在等概率情况下是不可操作的。研究了电磁估计器,并在高信噪比区域增加了噪声再校准级。提出了混合估计器,即M1M2-EM和M2M3 -EM,以覆盖广泛的信噪比范围,用于等概率和非等概率信号传输。对每个估计量的归一化均方误差(NMSE)进行了评估。推导出了每个估计量的封闭解析表达式,并与仿真结果很好地吻合。
{"title":"NDA SNR estimation techniques for non-equiprobable signaling using non-coherent OOK receivers","authors":"V. Sridharan, N. Kiyani, H. Nikookar, J. V. D. Heuvel, G. Dolmans","doi":"10.1109/ICC.2013.6655477","DOIUrl":"https://doi.org/10.1109/ICC.2013.6655477","url":null,"abstract":"In this paper, non-data aided (NDA) signal-to-noise ratio (SNR) estimation techniques for non-coherent on-off keying (OOK) receivers using non-equiprobable signal transmission is analyzed. Expectation-maximization (EM), M<sub>1</sub>M<sub>2</sub> and M<sub>2</sub>M<sub>3</sub> estimators are investigated. It is shown that the performance of moments based estimators degrade in high SNR region due to bad noise estimates. Moreover, lower moment based estimator, i.e., M<sub>1</sub>M<sub>2</sub> is shown to be inoperable for equiprobable case. EM estimator is investigated and a noise recalibration stage is added for high SNR region. Hybrid estimators, i.e., M<sub>1</sub>M<sub>2</sub>-EM and M<sub>2</sub>M<sub>3</sub> - EM are proposed to cover a wide range of SNR for equiprobable and non-equiprobable signal transmission. The normalized mean square error (NMSE) is evaluated for each estimator. Closed form analytical expressions are derived for each of the estimators and is found to be in good agreement with the simulations.","PeriodicalId":6368,"journal":{"name":"2013 IEEE International Conference on Communications (ICC)","volume":"6 1","pages":"5559-5563"},"PeriodicalIF":0.0,"publicationDate":"2013-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75948297","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Improving routing performance when several routing protocols are used sequentially in a WSN 当在WSN中顺序使用多个路由协议时,提高路由性能
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6654707
N. Rachkidy, A. Guitton, M. Misson
Wireless sensor networks can accommodate multiple applications by using a multi-stack architecture in order to deliver a large number of QoS. Multi-stack architectures can be optimized by allowing packet exchanges between stacks. However, routing loops may appear because of these exchanges. In this paper, we highlight the problem of routing loops generated when the same packet is routed according to two routing protocols. We define the delayable property of routing protocols by considering that some nodes might hold packets in order to avoid loops in the network. We show that minimizing the number of such nodes is an NP-complete problem. Then, we propose two heuristics to address this issue: a centralized deterministic heuristic requiring a global knowledge of the network, and a distributed stochastic heuristic reducing the number of hops from source to destination. Our two heuristics show important benefits: we reach a gain of up to 67% for the first heuristic and of up to 53% for the second heuristic, in terms of number of hops.
无线传感器网络可以通过使用多栈架构来容纳多个应用,从而提供大量的QoS。多堆栈架构可以通过允许堆栈之间的数据包交换来优化。然而,由于这些交换,路由循环可能会出现。在本文中,我们重点研究了当同一数据包根据两种路由协议路由时产生的路由环路问题。考虑到某些节点可能为了避免网络中的环路而持有数据包,我们定义了路由协议的可延迟性。我们证明最小化这样的节点的数量是一个np完全问题。然后,我们提出了两种启发式方法来解决这个问题:一种是需要网络全局知识的集中式确定性启发式方法,另一种是减少从源到目的地的跳数的分布式随机启发式方法。我们的两个启发式方法显示了重要的好处:就跳数而言,我们在第一个启发式方法中获得了高达67%的增益,在第二个启发式方法中获得了高达53%的增益。
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引用次数: 1
Design criterion of polarization-time codes for optical fiber channels 光纤信道偏振时间码设计准则
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6655079
É. Awwad, G. R. Othman, Y. Jaouën
Coherent detection with Polarization Multiplexing (PolMux) is the most promising technique for future optical fiber transmission systems. However, the optical channel suffers from non-unitary impairments known as Polarization Dependent Loss (PDL). Space-Time coding, originally designed for wireless Rayleigh fading channels, was proven to be capable of mitigating PDL. Coding gains of ST codes were evaluated through simulations and experiments that showed differences in their performance on the optical channel and on the wireless channel. In this paper, we derive an upper bound of the pairwise error probability of an optical channel considering the PDL effect. This upper bound explains the performance of ST codes used to mitigate PDL and yields the design criterion that a code should satisfy in order to completely mitigate PDL.
偏振复用(PolMux)相干检测是未来光纤传输系统中最有前途的技术。然而,光通道遭受称为偏振相关损耗(PDL)的非单一损伤。空时编码,最初设计用于无线瑞利衰落信道,被证明能够减轻PDL。通过模拟和实验对ST码的编码增益进行了评估,显示了它们在光信道和无线信道上的性能差异。在本文中,我们推导了考虑PDL效应的光通道成对误差概率的上界。这个上限解释了用于减轻PDL的ST代码的性能,并产生了代码应该满足的设计标准,以便完全减轻PDL。
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引用次数: 1
Topology-aware clustering to achieve latency comparable to one-frame in multiplayer online games 拓扑感知集群,实现与多人在线游戏中一帧相当的延迟
Pub Date : 2013-06-09 DOI: 10.1109/ICC.2013.6654870
Y. Aikawa, Y. Hei, T. Ogishi, S. Niida, T. Hasegawa
The market for multiplayer online games is rapidly growing in concert with the growth in broadband Internet connection services. Since such games share a virtual space among many players, it is important to match players to a group so that they share low-latency connections with each other. This is because the latency between them affects the perceived quality of their experience. In this paper, we propose a topology-aware matching algorithm using players' geographical locations. We focus on synchronous multiplayer games that require a latency comparable to a delay of one frame. This paper describes the algorithm and its evaluation by simulations.
随着宽带互联网连接服务的发展,多人在线游戏市场也在迅速增长。由于这类游戏在许多玩家之间共享虚拟空间,因此将玩家匹配到一个组中以便他们彼此共享低延迟连接是很重要的。这是因为它们之间的延迟影响了他们体验的感知质量。在本文中,我们提出了一种基于玩家地理位置的拓扑感知匹配算法。我们专注于同步多人游戏,这类游戏需要一帧左右的延迟。本文介绍了该算法并通过仿真对其进行了评价。
{"title":"Topology-aware clustering to achieve latency comparable to one-frame in multiplayer online games","authors":"Y. Aikawa, Y. Hei, T. Ogishi, S. Niida, T. Hasegawa","doi":"10.1109/ICC.2013.6654870","DOIUrl":"https://doi.org/10.1109/ICC.2013.6654870","url":null,"abstract":"The market for multiplayer online games is rapidly growing in concert with the growth in broadband Internet connection services. Since such games share a virtual space among many players, it is important to match players to a group so that they share low-latency connections with each other. This is because the latency between them affects the perceived quality of their experience. In this paper, we propose a topology-aware matching algorithm using players' geographical locations. We focus on synchronous multiplayer games that require a latency comparable to a delay of one frame. This paper describes the algorithm and its evaluation by simulations.","PeriodicalId":6368,"journal":{"name":"2013 IEEE International Conference on Communications (ICC)","volume":"54 1","pages":"2288-2292"},"PeriodicalIF":0.0,"publicationDate":"2013-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79815154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
期刊
2013 IEEE International Conference on Communications (ICC)
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