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2017 IEEE 17th International Conference on Communication Technology (ICCT)最新文献

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Web content information extraction based on DOM tree and statistical information 基于DOM树和统计信息的Web内容信息提取
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359846
Xin Yu, Z. Jin
Booming web pages contain a lot of information, while they contain little content and much unrelated noise information, such as script code, links, advertising and so on. These unrelated noise information occupies a lot of space, which is not suitable for the transition to small mobile devices, data mining and information retrieval. Therefore, web information extraction technology becomes more and more important. However, most extraction methods cannot adapt various and heterogeneous web structure and have poor generality and extracting efficiency. In this paper, we propose a method which can adapt to the heterogeneity and variability of web pages and gets high precision and recall. Our method is based on DOM structure to divide one web page into several blocks, and extract content blocks with statistical information instead of machine learning repeating training and manual labeling, which gets a good performance in Precision, Recall and F1.
蓬勃发展的网页包含大量的信息,而他们包含的内容很少,很多无关的噪音信息,如脚本代码,链接,广告等。这些不相关的噪声信息占用了大量的空间,不适合过渡到小型移动设备、数据挖掘和信息检索。因此,网络信息提取技术变得越来越重要。然而,大多数提取方法不能适应网络结构的多样性和异构性,通用性差,提取效率低。在本文中,我们提出了一种能够适应网页的异质性和可变性,并获得较高的准确率和召回率的方法。我们的方法是基于DOM结构将一个网页划分为多个块,用统计信息提取内容块,而不是机器学习重复训练和人工标注,在Precision、Recall和F1方面都取得了很好的效果。
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引用次数: 6
Aerostat virtual network and navigation method 浮空器虚拟网络及导航方法
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359703
Weiyi Chen, Yingkui Gong, Xiaoguang Zhang, Ping-ke Deng, Qinbo Gan
Aerostat is a special vehicle that floats on a certain height in the space. It is divided into two categories: airships and tethered balloons, which can work a long time in a particular range of space. It is worth mentioning that installing the task load on the aerostat, that can make it have fixed-point remote sensing, information acquisition, communication, navigation and other functions. However the high dynamics of the aerostat cause difficulties in their networking. Based on this, this paper presents the design of virtual aerostat network, that to carry out communication, navigation, remote sensing and other functions of the multi-task mode application. The simulation results show that the construction of a virtual aerostat network can effectively realize the task of navigation and communication. It can enhance the ability to perform high-performance emergency tasks, as well as to have a significant regional application advantages.
浮空器是一种在太空中漂浮在一定高度上的特殊交通工具。它分为两类:飞艇和系留气球,它们可以在特定的空间范围内长时间工作。值得一提的是,在浮空器上安装任务载荷,可以使其具有定点遥感、信息采集、通信、导航等功能。然而,浮空器的高动态导致其联网困难。在此基础上,本文提出了虚拟浮空器网络的设计,实现了通信、导航、遥感等功能的多任务模式应用。仿真结果表明,构建虚拟浮空器网络可以有效地实现导航和通信任务。它可以增强执行高性能应急任务的能力,并具有显著的区域应用优势。
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引用次数: 0
A low complexity millimeter wave multi-path channel estimation algorithm exploiting directional energy elimination 一种利用方向性能量消除的低复杂度毫米波多径信道估计算法
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359643
H. Sun, Zaixue Wei, Jianyi Yang, Nanxi Li, Dacheng Yang
Millimeter wave (mmWave) communication is a promising scheme for 5G networks because it can provide wide bandwidth. To compensate for the high attenuation and signal absorption of mmWave channel, the massive MIMO systems have been employed. However, in such systems, channel estimation is a challenge due to the high channel complexity and limited coherence time. This paper develops a low complexity mmWave multipath channel estimation algorithm exploiting directional energy elimination. The algorithm alleviates the cumulative angle estimation error in the path by path estimation scheme. We also design a codebook which is suitable to the proposed algorithm. Simulation results show that with the same training overhead of the previous adaptive compressed sensing based algorithm, the proposed algorithm achieves better angle estimation and spectrum efficiency performance.
毫米波(mmWave)通信是5G网络的一种有前途的方案,因为它可以提供宽带宽。为了补偿毫米波信道的高衰减和信号吸收,大量MIMO系统被采用。然而,在这种系统中,由于高信道复杂度和有限的相干时间,信道估计是一个挑战。本文提出了一种利用方向性能量消除的低复杂度毫米波多径信道估计算法。该算法减轻了逐路估计方案中累积角度估计的误差。我们还设计了一个适合该算法的码本。仿真结果表明,在相同的训练开销下,该算法获得了更好的角度估计和频谱效率性能。
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引用次数: 0
Efficiency improvement using adaptive hybrid modulation/coding/frequency selection scheme for future 5G wireless network 利用自适应混合调制/编码/频率选择方案提高未来5G无线网络的效率
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359861
Ahmed Ashour, H. Elattar, M. A. Dahab
This paper presents an approach of a Matlab/Simulink-based model for Hybrid M-QAM/L-FSK (4/16 HQFM) modulation scheme with a non-coherent detection of 4-ary FSK demodulator in the presence of Additive White Gaussian Noise (AWGN) channel which maintains the same theoretical results of Bit Error Rate (BER), Power Spectral Density (PSD) and bandwidth efficiency in previous literature using Monte Carlo simulation without using the Phase Acquisition Algorithm (PAA). A new Adaptive modulation with coding and carrier frequency selection scheme (Adaptive Hybrid MCFS) will be proposed and applied for different types of cells to be adapted to channel conditions for improving the achievable data rates and spectral efficiency of the overall system which is recommended for 5G cellular network and can be easily implemented using the Software Defined Radio (SDR) systems.
本文提出了一种基于Matlab/ simulink的混合M-QAM/L-FSK (4/16 HQFM)调制方案的方法,该方案在存在加性高斯白噪声(AWGN)信道的情况下对4元FSK解调器进行非相干检测,使用蒙特卡罗模拟,在不使用相位采集算法(PAA)的情况下保持了先前文献中相同的误码率(BER)、功率谱密度(PSD)和带宽效率的理论结果。将提出一种新的具有编码和载波频率选择方案的自适应调制(Adaptive Hybrid MCFS),并将其应用于不同类型的蜂窝,以适应信道条件,从而提高整个系统的可实现数据速率和频谱效率,该方案被推荐用于5G蜂窝网络,并且可以使用软件定义无线电(SDR)系统轻松实现。
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引用次数: 4
A novel algorithm for peak-to-average power ratio reduction in FBMC-OQAM system FBMC-OQAM系统中降低峰均功率比的新算法
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359605
Zongmiao He, Lingyun Zhou, Yiou Chen, X. Ling
As an alternative waveforms of the fifth generation mobile communication system (5G), filter bank multicarrier with offset quadrature amplitude modulation (FBMC-OQAM) is a powerful signal processing method that allows data transmission with a maximum bandwidth efficiency, but it still has a high peak-to-average power ratio (PAPR). In this paper, a novel algorithm for PAPR reduction is proposed by analyzing the essential cause of PAPR produced in FBMC-OQAM system. The proposed algorithm is divided into two parts: Hadamard Transform (HT) and randomly assigning prototype filters (RAPF). The essence of FBMC-OQAM system with high PAPR has two reasons: the first one is affected by the aperiodic correlation of send signals, which can be improved by HT; the second one is affected by consistent phase-frequency characteristic, and it can be improved through RAPF. Different prototype filters are randomly assigned to subcarriers in order to adjust the phase congruency. Theoretical analysis and simulation results show that the PAPR of FBMC-OQAM system can be reduced significantly by this algorithm.
滤波组多载波偏移正交调幅(fbpm - oqam)作为第五代移动通信系统(5G)的备选波形,是一种功能强大的信号处理方法,可以实现最大带宽效率的数据传输,但仍具有较高的峰均功率比(PAPR)。本文通过分析FBMC-OQAM系统产生PAPR的根本原因,提出了一种新的减少PAPR的算法。该算法分为两部分:Hadamard变换(HT)和随机分配原型滤波器(RAPF)。高PAPR的FBMC-OQAM系统本质上有两个原因:一是受发送信号非周期相关的影响,可以通过HT来改善;二是受相频一致特性的影响,可通过RAPF加以改善。为了调整相位一致性,将不同的原型滤波器随机分配给子载波。理论分析和仿真结果表明,该算法能显著降低FBMC-OQAM系统的PAPR。
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引用次数: 0
Relay selection schemes for store-carry and forward relaying based on optimal stopping theory 基于最优停止理论的储运和正向继电器选择方案
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359745
Zhe Hao, Xiangming Li, Jie Yang
New challenges have been brought by applications with high device density, such as the large number of supportable devices and long device battery lives. The store-carry and forward scheme can be used to address these issues, but its performance relies on the schemes of relay selection or routing. Existing methods using utility metric are able to mitigate this problem to some extent, but still suffer from incomplete information as the device density increases. By formulating the relay selection problem into two optimal stopping problems from energy efficiency and time efficiency, respectively, the energy-optimal forwarding and time-energy forwarding are proposed, which allow each source device to select the best relay based on the information it can acquire. Simulation results show that the proposed schemes can provide better performance in terms of the energy consumption and transmission delay compared to both random transmission and epidemic routing.
高设备密度的应用带来了新的挑战,如可支持的设备数量多,设备电池寿命长。存储-携带-转发方案可以解决这些问题,但其性能依赖于中继选择或路由方案。使用效用度量的现有方法能够在一定程度上缓解这一问题,但随着设备密度的增加,仍然存在信息不完整的问题。通过将继电器选择问题分别从能量效率和时间效率两个方面划分为最优停止问题,提出了能量最优转发和时间-能量转发,使每个源设备能够根据其获取的信息选择最佳继电器。仿真结果表明,与随机传输和流行病路由相比,所提方案在能量消耗和传输延迟方面具有更好的性能。
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引用次数: 1
Wideband circular polarizer based on twisted double-layer spiral planar structure 基于扭曲双层螺旋平面结构的宽带圆偏振器
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359664
F. A. Mangi, S. Xiao, Ghulam Fatima Kakepoto, I. Memon
A wideband circular polarizer constructed by using 2×2 array metallic planar spiral structure is proposed. The top and bottom spiral structures are patterned with certain twisted angles with respect to each other along xoy directions. A new class of structure is presented that transmit the incident linearly polarized wave into a circularly polarized wave at microwave frequencies. The impinged wave is converted into a right-handed circularly polarized (RHCP) wave from 14.42 GHz–16.12 GHz. The accumulative axial ratio of Txx, Txy 10% is obtained for circular polarization. Results show that proposed structure possesses substantially good performances, in terms of transmission efficiency and axial ratio bandwidth. The simulated surface current distributions illustrate transformation behavior for linear and circular polarizations. The proposed structure could be useful to design optical devices and polarization control devices.
提出了一种基于2×2阵列金属平面螺旋结构的宽带圆偏振器。顶部和底部螺旋结构沿xy方向相互具有一定的扭曲角度。提出了一种将入射线极化波在微波频率下转换成圆极化波的新型结构。在14.42 GHz - 16.12 GHz范围内,将入射波转换为右旋圆极化(RHCP)波。对于圆偏振,可以得到累计轴比为Txx, Txy 10%。结果表明,该结构在传输效率和轴比带宽方面具有良好的性能。模拟的表面电流分布说明了线极化和圆极化的变换行为。该结构可用于光学器件和偏振控制器件的设计。
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引用次数: 0
A novel way to calculate PDMOSL based on the coding parameters and network conditions 一种基于编码参数和网络条件计算PDMOSL的新方法
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359838
Lin Du, Chang Tian, Zemin Wu, Lei Hu
In order to solve the problem that the whole reference video is required for calculation in model PDMOSL, we focus on the impact of coding parameters and network conditions on the model, especially the influence of the QP, frame rate and packet loss rate. Based on our findings, we proposed a novel way to calculate PDMOSL without the need of reference video, and only two parameters are need. The proposed way can reduce the time complexity and is applicable to practical systems, especially for network nodes.
为了解决模型PDMOSL中需要整个参考视频进行计算的问题,我们重点研究了编码参数和网络条件对模型的影响,特别是QP、帧率和丢包率的影响。在此基础上,我们提出了一种不需要参考视频,只需要两个参数的PDMOSL计算方法。该方法可以降低时间复杂度,适用于实际系统,特别是网络节点。
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引用次数: 0
Social-aware collaborative caching for D2D content sharing 用于D2D内容共享的社会感知协作缓存
Pub Date : 2017-10-01 DOI: 10.1109/icct.2017.8359768
Can Zhang, Dan Wu, Liang Ao, Yueming Cai
With the rapid growth of wireless content demands, Device-to-Device (D2D) content sharing technology is proposed to effectively alleviate the pressure of base stations and improve the quality of service of users. However, due to the limited storage capacity of devices, the various content demands are difficult to be satisfied. Hence, caching schemes are needed. In particular, the collaborative caching, which can increase the utilization ratio of the storage capacity, attracts much attention. Moreover, we introduce the social popularity to improve the availability of preset contents, and then, we propose the social-related download rate by combining the physical and social information. Guided by this, we model the social-aware collaborative caching problem in a D2D content sharing scenario by maximizing the sum of social-related download rate over the constraint of limited storage capacity. Due to its intractability, it is computationally reduced to the maximization of a monotone submodular function, subject to a partition matroid constraint. Subsequently, the social-aware collaborative caching algorithm based on greedy algorithm is designed to achieve a suboptimal solution within a factor 1/2 approximation guarantee and polynomial-complexity.
随着无线内容需求的快速增长,为了有效缓解基站压力,提高用户服务质量,提出了设备到设备(Device-to-Device, D2D)内容共享技术。然而,由于设备存储容量有限,各种内容需求很难得到满足。因此,需要缓存方案。特别是协同缓存技术,由于其能够提高存储空间的利用率而备受关注。通过引入社会人气来提高预设内容的可用性,并结合物理信息和社会信息,提出与社会相关的下载率。在此指导下,我们通过在有限存储容量的约束下最大化社交相关下载速率的总和,对D2D内容共享场景中的社交感知协作缓存问题进行建模。由于它的难解性,它在计算上被简化为一个单调的子模函数的最大化,并受到划分矩阵的约束。在此基础上,设计了基于贪心算法的社会感知协同缓存算法,实现了1/2因子近似保证和多项式复杂度的次优解。
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引用次数: 0
A modified unambiguous acquisition algorithm for BOC (n, n) signal 一种改进的BOC (n, n)信号的无二义采集算法
Pub Date : 2017-10-01 DOI: 10.1109/ICCT.2017.8359650
Kun Zheng, Xiaolin Zhang, Yunjing Wang
For the unambiguous acquisition problem of Binary Offset Carrier (BOC) modulated signal caused by its multi-peak autocorrelation function (ACF), a modified unambiguous acquisition algorithm for BOC (n, n) signal based on reconstructed correlation function is proposed. The algorithm uses the cross-correlation of BOC signal and pseudo random noise (PRN) code, through the shift, modulus, addition and square operations to implement. Theoretical analysis and simulation results show that the algorithm can completely eliminate side peaks and double the main peak value without changing its width, and it also has lower algorithm complexity, larger peak-to-average power ratio and higher acquisition accuracy than traditional acquisition algorithms.
针对二进制偏置载波(BOC)调制信号的多峰自相关函数(ACF)导致的无二义采集问题,提出了一种基于重构相关函数的BOC (n, n)信号的改进无二义采集算法。该算法利用BOC信号与伪随机噪声(PRN)的互相关码,通过移位、取模、加法和平方运算来实现。理论分析和仿真结果表明,该算法在不改变主峰宽度的情况下,可以完全消除侧峰,使主峰值翻倍,并且比传统的采集算法具有更低的算法复杂度、更大的峰均功率比和更高的采集精度。
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引用次数: 2
期刊
2017 IEEE 17th International Conference on Communication Technology (ICCT)
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