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Comparative analysis of TCP congestion control mechanisms TCP拥塞控制机制的比较分析
Kaoutar Bazi, B. Nassereddine
TCP (Transmission Control Protocol) is the most used transport protocol for wired and wireless networks. It provides many services (reliability, end to end delivery ...) to the applications running over the Internet, but to be able to manage traffics with a huge quantity of data, TCP must have robust congestion control mechanisms. Many researchers have agreed that despite the existence of some congestion control algorithms, TCP still suffers from disappointing performances for short and long flows. For that, researches are still launched by the network community in order to have the suitable mechanism ensuring fair and efficient bandwidth allocation. The works already carried out in this subject has elaborated several congestion control mechanisms. In this paper, we discuss, identify, analyze and compare the behavior of some congestion control mechanisms under congested wireless mech networks, in order to identify their advantages and their respective limits. For the simulation, we used the well known network simulator ns2. Simulation results show that TCP Tahoe, TCP Reno, TCP New Reno, Sack are loss-based, they are beneficial for latency-sensitive flows, while TCP Vegas which is delay-based, it is recommended for applications that don't endure the loss of information but suffers from fairness problems when sharing a bottleneck with competitive flows.
TCP(传输控制协议)是有线和无线网络中最常用的传输协议。它为运行在Internet上的应用程序提供了许多服务(可靠性、端到端交付……),但是为了能够管理大量数据的流量,TCP必须具有健壮的拥塞控制机制。许多研究人员一致认为,尽管存在一些拥塞控制算法,但TCP在短流和长流方面的性能仍然令人失望。为此,网络学界仍在开展研究,以期有合适的机制保证公平高效的带宽分配。本课题已经开展的工作阐述了几种拥塞控制机制。在本文中,我们讨论,识别,分析和比较一些拥塞控制机制在拥塞无线机械网络下的行为,以确定它们的优势和各自的局限性。在模拟中,我们使用了著名的网络模拟器ns2。仿真结果表明,TCP Tahoe、TCP Reno、TCP New Reno、Sack是基于时延的,它们有利于延迟敏感的流,而TCP Vegas是基于时延的,适合于不存在信息丢失,但在与竞争流共享瓶颈时存在公平性问题的应用。
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引用次数: 1
AGEM-based Multipath Routing Protocol using Triangle Link Quality for Wireless Multimedia Sensor networks 基于agem的无线多媒体传感器网络三角形链路质量多径路由协议
Asma Chikh, M. Lehsaini
The features of multimedia contents impose additional requirements such as high bandwidth demand, more energy consumption and processing capabilities. Routing multimedia data in a resource constrained network is a challenge in Wireless multimedia Sensor networks (WMSNs), multipath routing technique is a relevant solution for transmitting multimedia data in wireless sensor networks to satisfy multimedia QoS requirements. This paper proposes an improved version of AGEM protocol based Triangle link quality metric (TLQM-AGEM) which finds multiple node-disjoint paths. This routing scheme selects forwarding node based on distance, a triangle link quality metric and remaining energy. Simulation results indicate that protocol optimizes overall performance and improves network lifetime as compared with state of the art GEAMS and AGEM schemes.
多媒体内容的特性对带宽、能耗和处理能力提出了额外的要求。多媒体数据在资源受限网络中的路由是无线多媒体传感器网络(wmsn)面临的一个挑战,多路径路由技术是在无线传感器网络中传输多媒体数据以满足多媒体QoS要求的一种相关解决方案。本文提出了一种基于三角链路质量度量(TLQM-AGEM)的AGEM协议的改进版本,它可以发现多个节点不相交的路径。该路由方案根据距离、三角形链路质量度量和剩余能量选择转发节点。仿真结果表明,与现有的GEAMS和AGEM方案相比,该协议优化了整体性能,提高了网络寿命。
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引用次数: 2
Feature Selection Methods in Sentiment Analysis: A Review 情感分析中的特征选择方法综述
Nurilhami Izzatie Khairi, A. Mohamed, N. Yusof
The development of digital tecnnologies nowadays assists people by suggesting opinion, choices, preferences and feelings. This opinion is useful for company's engagement to make certain analysis to know their potential users and personalized their need. However, the information needs extraction to make further analysis. Thus, sentiment analysis is used to extract opinion and others and transform it into meaningful data. During the process of analysis, feature selection method is required to select a subset which consists of relevant features to construct a predictive model. This process requires some conditions during the selection of feature subset. The required conditions for feature selection are that the selected feature subset must be small and relevant for a high dimensional dataset which considers the presence of noise plus there are no redundant features. However, some of the feature selection methods unable to fulfill all conditions. In this research, 40 papers were collected, classified and reviewed. We discussed on the feature selection methods in sentiment analysis based on its level of analysis and make comparison between these methods to know its limitation and advantages. The comparison made between methods are based on its accuracy and CPU performance. Finally, suggest the best/benchmark method for feature selection. The findings obtained from this research shows that hybrid methods obtain the best accuracy and CPU performance compared to the other methods.
如今,数字技术的发展通过提出意见、选择、偏好和感受来帮助人们。这一观点有助于公司的参与度进行一定的分析,了解他们的潜在用户并个性化他们的需求。但是,这些信息需要提取,以便进一步分析。因此,情感分析用于提取意见和其他并将其转换为有意义的数据。在分析过程中,特征选择方法需要选择一个由相关特征组成的子集来构建预测模型。这个过程在特征子集的选择过程中需要一些条件。特征选择的必要条件是所选择的特征子集必须小且与考虑噪声存在且没有冗余特征的高维数据集相关。然而,一些特征选择方法无法满足所有条件。在本研究中,收集、分类和评审了40篇论文。基于情感分析的分析层次,对情感分析中的特征选择方法进行了讨论,并对这些方法进行了比较,了解其局限性和优势。各种方法之间的比较主要基于其精度和CPU性能。最后,提出特征选择的最佳/基准方法。研究结果表明,与其他方法相比,混合方法获得了最好的精度和CPU性能。
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引用次数: 2
Speckled correlation fringes denoising and demodulation using directional total variation and ridgelet transform 基于方向全变分和脊波变换的相干条纹去噪与解调
Mustapha Bahich, Mohammed Bailich
One of the challenges in many industrial activities is to analyze the products and investigate their dimensional properties, such as deformations. The digital speckle pattern interferometry technique offers several solutions for the measurement of wide range of parameters (deformations, displacements...) with high accuracy. Generally, there is a correlation between these parameters and the phase of the noisy reflected intensity images (also called correlation fringe patterns or correlograms) of the tested products. Thus, getting access to these parameters requires a good estimation of the phase information. To extract this phase, we propose a ridgelet transform based algorithm for the fringes demodulation, after have been denoised by a new variant of total variation denoising method. These algorithms provide an automatic estimation of the phase feature with high accuracy. Because of such advantages, this method is particularly suitable for real time analyzing of dynamic events even in perturbative environments.
许多工业活动中的挑战之一是分析产品并研究它们的尺寸特性,例如变形。数字散斑干涉测量技术为高精度测量大范围参数(变形、位移等)提供了多种解决方案。通常,这些参数与被测产品的噪声反射强度图像(也称为相关条纹图案或相关图)的相位之间存在相关性。因此,要访问这些参数需要对相位信息进行良好的估计。为了提取这一相位,我们提出了一种基于脊波变换的条纹解调算法,该算法在用一种新的全变分去噪方法去噪后进行解调。这些算法提供了高精度的相位特征自动估计。由于这些优点,该方法特别适用于动态事件的实时分析,即使在摄动环境中也是如此。
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引用次数: 1
Some Properties of Free Cyclic Codes over Finite Chain Rings 有限链环上自由循环码的一些性质
M. Sabiri, Youssef Bensalih, A. Elbour
Free codes are investigated. It is illustrated that every free cyclic has some important proprieties and the minimal distance of every code depends upon its associated direct component.
研究免费代码。说明了每一个自由循环都有一些重要的性质,每一个码的最小距离取决于它所关联的直接分量。
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引用次数: 0
An efficient Algorithm for medical image classification using Deep Convolutional Network: Case of Cancer Pathology 一种高效的基于深度卷积网络的医学图像分类算法:以癌症病理为例
Dahdouh Yousra, A. Boudhir, M. Ahmed
Automatic classification of medical images especially of tissue images is an important task in computer aided diagnosis (CAD) systems. Deep learning methods such as convolutional networks (ConvNets) outperform other state of-the-art methods in images classification tasks. This article describes an accurate and efficient algorithms for this challenging problem, and aims to present different convolutional neural networks to classify the tissue images. first, we built a model that consist of feature extraction and the classification with simple CNN, the second model consist of a CNN as feature extractor by removing the classification layers and using the activations of the last fully connected layer to train Random Forest, and the last one using transfer learning --Fine-Tuning-- pre-trained CNN "DenseNet201". Finally, we have evaluated our models using three metrics: accuracy, Precision and F1 Score.
医学图像尤其是组织图像的自动分类是计算机辅助诊断(CAD)系统中的一项重要任务。卷积网络(ConvNets)等深度学习方法在图像分类任务中优于其他最先进的方法。本文描述了一种准确有效的算法来解决这一具有挑战性的问题,并旨在提出不同的卷积神经网络来对组织图像进行分类。首先,我们用简单的CNN建立了一个由特征提取和分类组成的模型,第二个模型由CNN作为特征提取器组成,通过去除分类层并使用最后一个完全连接层的激活来训练随机森林,最后一个模型使用迁移学习-微调-预训练CNN“DenseNet201”。最后,我们使用三个指标来评估我们的模型:准确性、精度和F1分数。
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引用次数: 0
New Frequency Reconfigurable Patch Antenna for Wireless Communication 用于无线通信的新型频率可重构贴片天线
Sanaa Errahili, Asma Khabba, S. Ibnyaich, M. Hassani
In this paper, a new frequency reconfigurable patch antenna is proposed. The planned antenna is designed on the dielectric substrate of FR4-epoxy with 4.4 relative permittivity, with a compact volume of 25 × 21 × 1.67mm3. The proposed antenna is formed of a Positive Intrinsic Negative diode (PIN diode), placed at the radiating patch to achieve frequency reconfigurability. Based on the switching state of the PIN diode, the antenna is capable of operating at two different frequency ranges. The simulation of the proposed antenna is implemented using CST microwave studio, it was re-simulated in Ansys HFSS software to confirm the results obtained. The performance of the antenna is analysed from the reflection coefficient, the voltage standing wave ratio(VSWR), the surface current distribution and the radiation pattern. The antenna has two resonant frequencies: 3.44 GHz (Worldwide Interoperability for Microwave Access (WiMAX)) and 5.26 GHz (Wireless Local Area Network (WLAN)).
本文提出了一种新的频率可重构贴片天线。天线设计在相对介电常数为4.4的fr4 -环氧树脂介质基板上,体积紧凑,为25 × 21 × 1.67mm3。所提出的天线由一个正固有负二极管(PIN二极管)组成,放置在辐射贴片上以实现频率可重构性。基于PIN二极管的开关状态,天线能够在两个不同的频率范围内工作。利用CST微波工作室对天线进行了仿真,并在Ansys HFSS软件中进行了二次仿真,验证了仿真结果。从反射系数、电压驻波比、表面电流分布和辐射方向图等方面分析了天线的性能。天线有两个谐振频率:3.44 GHz(全球微波接入互操作性(WiMAX))和5.26 GHz(无线局域网(WLAN))。
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引用次数: 1
An Algorithm for Digital Image Watermarking using 2-Level DWT, DCT and QR Decomposition based on Optimal Blocks Selection 基于最优块选择的2级DWT、DCT和QR分解数字图像水印算法
M. Zairi, T. Boujiha, Ouelli Abdelhaq
Digital image Watermarking is a way to achieve information security. In this paper, we present an algorithm for digital image watermarking based on 2-level Discrete Wavelet Transform (DWT), Discrete Cosine Transform (DCT) and QR decomposition. The watermark embedding process is performed on specific blocks of the host image according to its entropy values. The experimental results show that this algorithm has good features of imperceptibility and it is robust against different attacks.
数字图像水印是实现信息安全的一种手段。本文提出了一种基于2级离散小波变换(DWT)、离散余弦变换(DCT)和QR分解的数字图像水印算法。根据图像的熵值,在图像的特定块上进行水印嵌入。实验结果表明,该算法具有良好的不可感知性和抗各种攻击的鲁棒性。
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引用次数: 2
Contribution of Artificial Neural Network in Predicting Completeness Through the Impact and Complexity of its Improvement 从改进的影响和复杂性看人工神经网络在完备性预测中的贡献
Jaouad Maqboul, Bouchaib Bounabat Jaouad
The technological evolution and the immensity of the data produced, circulated into company makes these data, the real capital of the companies to the detriment of the customers. The erroneous data put the knockout to relationships with customers, the company must address this problem and identify the quality projects on which it must make an effort. In this article, we will present an approach based on qualitative and quantitative analysis to help the decision-makers to target data by its impacts and complexities of process improvement. The Qualitative study will be a survey and a quantitative to learn from survey data to decide the prediction and the completeness of data.
技术的发展和大量的数据产生,流通到公司,使得这些数据,公司的真正资本,损害了客户。错误的数据破坏了与客户的关系,公司必须解决这个问题,并确定它必须努力的高质量项目。在本文中,我们将介绍一种基于定性和定量分析的方法,以帮助决策者通过过程改进的影响和复杂性来确定目标数据。定性研究将是一个调查和定量研究,从调查数据中学习,以确定预测和数据的完整性。
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引用次数: 1
Motion Detection Using the Dynamic Color Texture 使用动态颜色纹理的运动检测
I. Bellamine, H. Silkan, A. Tmiri
Color interest point detection is an important research area in the field of image processing and computer vision. In general, the use of color increases the distinctiveness of interest points. In this article we propose to extend the detection of the color interest point to the temporal aspect. For color sequences, we propose an extension version of the Color interest point detector to detect what they call "Color Space- Time Interest Points detector" (CSTIP). To increase the robustness of CSTIP features extraction, we suggest a pre-processing step which is based on a dynamic decomposition model and can decomposes the video into the dynamic color texture component and the dynamic color structure component. We compute the new Color Space Time Interest Points (CSTIP) associated to the dynamic color texture (DCT) components by using the proposed algorithm of the detection of Color Space- Time Interest Points. Experimental results are obtained from very different types of videos, namely sport videos and animation movies.
色彩兴趣点检测是图像处理和计算机视觉领域的一个重要研究方向。一般来说,色彩的使用增加了兴趣点的独特性。在本文中,我们提出将颜色兴趣点的检测扩展到时间方面。对于颜色序列,我们提出了一个扩展版本的颜色兴趣点检测器来检测他们所谓的“颜色时空兴趣点检测器”(CSTIP)。为了提高CSTIP特征提取的鲁棒性,我们提出了一种基于动态分解模型的预处理步骤,可以将视频分解为动态颜色纹理分量和动态颜色结构分量。利用所提出的颜色时空兴趣点检测算法,计算与动态颜色纹理(DCT)分量相关联的新的颜色时空兴趣点(CSTIP)。实验结果来自非常不同类型的视频,即体育视频和动画电影。
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引用次数: 0
期刊
Proceedings of the 3rd International Conference on Networking, Information Systems & Security
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