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2017 International Conference on Computer, Communications and Electronics (Comptelix)最新文献

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A review paper on IDS classification using KDD 99 and NSL KDD dataset in WEKA 基于KDD 99和NSL KDD数据在WEKA中的IDS分类综述
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8004032
Gaurav Meena, R. Choudhary
In the Area of Security, Intrusion Detection System (IDS) form an individual trailing and plays an essential role in information Security. As the usability of the internet among the users in a wide area is increasing day by day so as the importance of security and to keep the system aware of the malicious activities is also increasing. It has the following limitations on low detection rate, high false alarm rate and so on which is been indicated by the traditional Intrusion Detection System. A performance of the classifier is based on the necessity of the terms of its effectiveness, and it is also concerned with the number of features to be examined by the IDS should be improved. In this, J48 is been performed on the hybrid IDS and is applied using J48 Decision Tree algorithm, J48 Decision Tree is used for the feature selection and Naive Bayes Algorithm. Basically Intrusion detection systems (IDSs) is been used on the basis of two fundamental approaches first the recognition of anomalous activities as it generally occurs on the turns from usual or unusual behavior and second misuse detection by observing unauthorized “signatures” of those recognized malicious assaults and classification vulnerabilities. Anomaly or the anonymous (behavior-based) IDSs presume the difference of normal behavior beneath attacks and achieve abnormal activities evaluated and recognized with predefined system or user behavior reference model. The main focus of this survey is on WEKA (Waikato Environment for Knowledge Analysis) Tool and its various algorithms of classification used for detecting and analyzing the various intrusions. Lastly, In this survey, we lead to elaborate the mostly used dataset in information security research KDDCUP and NSL KDD and its various components.
在安全领域,入侵检测系统(IDS)是一个独立的分支,在信息安全中起着至关重要的作用。随着互联网在广大用户中的可用性日益增加,安全的重要性和保持系统对恶意活动的意识也日益增加。传统的入侵检测系统存在检测率低、虚警率高等缺点。分类器的性能取决于其有效性的必要性,也与IDS要检查的特征的数量有关。其中,在混合IDS上进行J48,并使用J48决策树算法,J48决策树用于特征选择和朴素贝叶斯算法。基本上,入侵检测系统(ids)的使用基于两种基本方法:一是识别异常活动,因为它通常发生在正常或异常行为的转变中;二是通过观察被识别的恶意攻击和分类漏洞的未经授权的“签名”来进行误用检测。异常或匿名(基于行为的)ids假定攻击下正常行为的差异,通过预定义的系统或用户行为参考模型来评估和识别异常活动。本次调查的主要重点是WEKA (Waikato Environment for Knowledge Analysis)工具及其用于检测和分析各种入侵的各种分类算法。最后,在本调查中,我们详细阐述了信息安全研究中最常用的数据集KDDCUP和NSL KDD及其各个组成部分。
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引用次数: 75
Comparison of DE optimized PID controllers for AGC of interconnected power system 互联电力系统AGC的DE优化PID控制器比较
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8003960
Akash Mewara, G. Parmar
The Differential Evolution (DE) algorithm has been employed for tuning the parameters of the PID controllers existing into the load frequency control (LFC) system of standard interconnected thermal power system by considering the minimization of three objective functions based on the ITAE, damping ratio of dominant eigen values and settling times of frequency and tie line power deviations. The disturbance of 0.1 p.u. step load change is considered in to the area-1 at time t=0 second by keeping no change in area-2 and the system performance has been evaluated in terms of damping ratio, ITAE value, the dynamic responses and time domain specifications. The system performance with PID controllers tuned using DE, are also compared with the performance of the same system optimized by the different techniques in literature such as: BFOA tuned PI controllers, GA tuned PI controllers and DE tuned PI controllers. In the present work, the results show that the better dynamic responses have been obtained by the proposed DE tuned PID controllers with less settling times, smaller overshoots, good damping behavior for the oscillations and less ITAE value as compared to some other techniques mentioned above.
基于ITAE、优势特征值阻尼比、频率和线路功率偏差沉降时间三个目标函数的最小化,采用差分进化(DE)算法将已有PID控制器的参数整定到标准互联火电系统负载频率控制(LFC)系统中。考虑0.1 p.u.阶跃负载变化在t=0秒时对区域-1的干扰,保持区域-2不变,并从阻尼比、ITAE值、动态响应和时域指标等方面评价了系统的性能。本文还比较了采用DE调谐PID控制器的系统性能与文献中采用BFOA调谐PI控制器、GA调谐PI控制器和DE调谐PI控制器等不同方法优化的系统性能。在目前的工作中,结果表明,与上述一些其他技术相比,所提出的DE调谐PID控制器具有较好的动态响应,沉降时间短,超调量小,振荡阻尼性能好,ITAE值小。
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引用次数: 2
A triple Bandpass Frequency selective surface for enhancement in the transmission of WiMax and WLAN application 一种用于增强WiMax和WLAN传输应用的三带通频率选择表面
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8003966
D. Noor, S. Yadav, S. Yadav
While we are moving towards a digitized era where everything is getting digital, then the transmission of the signal at the desired frequency range becomes a matter of apprehension. Signal transmission has affected by various propagation effects, path loss, interference etc. As is well acknowledged that Frequency selective surface is a filter which has a stable frequency response even though the electromagnetic waves to surface are fluctuated. A Bandpass FSS is proposed in this paper that has stable frequency response as the proposed structure symmetrical and insensitive towards polarization. The proposed structure contains a single sided FR4 substrate with dielectric constant 4.4mm, thickness 1.6mm tangential loss 0.025 and the dimension of the unit cell is 0.24 λ × 0.24λ. The structure consists of a square and two octagons that provide stable frequency response at 2.4GHz, 3.5GHz, and 5.5GHz. The simulated results shows good insertion loss in both TM and TE wave modes at various angles of incidence. Simulation is carried out in CST microwave studio that is based on FDTD method in frequency domain solver.
当我们走向数字化时代,一切都变得数字化,那么在期望的频率范围内传输信号就成了一个棘手的问题。信号的传输受到各种传播效应、路径损耗、干扰等因素的影响。众所周知,频率选择表面是一种滤波器,即使到达表面的电磁波是波动的,它也具有稳定的频率响应。本文提出了一种具有稳定频率响应的带通FSS,其结构对称且对极化不敏感。该结构包含单面FR4衬底,介电常数为4.4mm,厚度为1.6mm,切向损耗为0.025,单元胞尺寸为0.24λ × 0.24λ。该结构由一个方形和两个八边形组成,在2.4GHz、3.5GHz和5.5GHz下提供稳定的频率响应。仿真结果表明,在不同入射角下,TM波和TE波都具有良好的插入损耗。在基于频域求解器FDTD方法的CST微波工作室中进行了仿真。
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引用次数: 2
Model order reduction of high order LTI system using Genetic Algorithm 基于遗传算法的高阶LTI系统模型降阶
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8003941
Seema Das, P. Patnaik, R. Jha
Any realistic model will have high complexity; in other words, it will require many state variables to be adequately described. The resulting complexity, i.e. number of first-order differential equations, is such that a simplification or model reduction will be needed in order to perform a simulation in an amount of time which is acceptable for the application at hand, or for the design of a low order controller which achieves desired objectives. Thus in all these cases reduced-order models are needed. The motivation for appropriate MOR is to obtain an accurate model of smaller order which can be easily simulated and implemented in hard ware with ease saving effort, cost and time. This paper proposes a numerically efficient model order reduction method using evolutionary technique, Genetic Algorithm. GA method is based on the minimization of the Integral Squared Error (ISE) between the transient responses of original higher order model and the reduced order model pertaining to a unit step input. This ISE is very useful in performance evaluation. The simulation result shows the effectiveness of the proposed scheme to obtain the stable 1st, 2nd and 3rd order reduced stable model from a stable 4th order original system with minimum error bound.
任何现实模型都具有很高的复杂性;换句话说,它需要充分描述许多状态变量。由此产生的复杂性,即一阶微分方程的数量,需要简化或模型缩减,以便在当前应用程序可接受的时间内执行模拟,或设计实现预期目标的低阶控制器。因此,在所有这些情况下都需要降阶模型。适当的MOR的动机是获得一个精确的小订单模型,可以很容易地在硬件中模拟和实现,从而节省精力、成本和时间。本文提出了一种利用进化技术——遗传算法的数值高效模型降阶方法。遗传算法是基于单位阶跃输入的原高阶模型与降阶模型的瞬态响应之间的积分平方误差(ISE)的最小化。这个ISE在绩效评估中非常有用。仿真结果表明,该方法能够以最小的误差界从稳定的四阶原始系统得到稳定的一、二、三阶降阶稳定模型。
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引用次数: 4
Vehicle service date prediction system using lubricant viscosity degradation pattern 基于润滑油粘度退化模式的车辆服役日期预测系统
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8004003
A.J.M Dayawantha, I. Premaratne
Vehicle maintenance is a very important subject in using vehicles and proper maintenance directly affects to its longevity. This research was done to identify the real condition of a vehicle to service that vehicle on time with a service date prediction system. Engine oil ageing has been selected as the most affecting parameter to the service requirement. The viscosity of engine oil has been selected as the measurement of engine oil ageing. From the linear regression, the engine oil degradation pattern is predicted and thereby identified the next service date advancements. The driver is informed by alert system to remind the remaining days to the next service date.
车辆保养是车辆使用中一个非常重要的课题,保养得当直接影响到车辆的使用寿命。本研究利用服务日期预测系统来识别车辆的真实状况,以便按时对该车辆进行服务。机油老化是影响发动机使用要求的主要参数。选用机油粘度作为衡量机油老化的指标。通过线性回归,预测了发动机润滑油的退化模式,从而确定了下一个使用日期的提前。驾驶者会收到警报系统的通知,提醒他们离下一个服务日期还有剩余的日子。
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引用次数: 2
Emotion analysis: A survey 情绪分析:一项调查
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8004002
Nida Hakak, Mohsin Mohd, Mahira Kirmani, Mudasir Mohd
Emotions form a very important and basic aspect of our lives. Whatever we do, whatever we say, somehow does reflect some of our emotions, though may not be directly. To understand the very fundamental behavior of a human, we need to analyze these emotions through some emotional data, also called, the affect data. This data can be text, voice, facial expressions etc. Using this emotional data for analyzing the emotions also forms an interdisciplinary field, called Affective Computing. Computation of emotions is a very challenging task, much work has been done but many more increments are also possible. With the advent of social networking sites, many people tend to get attracted towards analyzing this very text available on these various sites. Analyzing this data over the Internet means we are spanning across the whole continent, going through all the cultures and communities across. This paper summarizes the previous works done in the field of textual emotion analysis based on various emotional models and computational approaches used.
情感构成了我们生活中非常重要和基本的方面。无论我们做什么,说什么,都在某种程度上反映了我们的一些情绪,尽管可能不是直接的。为了理解人类最基本的行为,我们需要通过一些情感数据来分析这些情绪,也被称为情感数据。这些数据可以是文本、声音、面部表情等。使用这些情绪数据来分析情绪也形成了一个跨学科的领域,称为情感计算。情绪的计算是一项非常具有挑战性的任务,很多工作已经完成,但更多的增量也是可能的。随着社交网站的出现,许多人倾向于分析这些不同网站上可用的文本。通过互联网分析这些数据意味着我们跨越了整个大陆,跨越了所有的文化和社区。本文总结了基于各种情感模型和计算方法的文本情感分析领域的研究成果。
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引用次数: 39
High-rate code design and transmission in large MIMO systems 大型MIMO系统中高速率码的设计与传输
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8003997
Arti M.K., Shimpee Seema
The problem of high-rate space-time block code (STBC) design and transmission is studied in a large multiple-input multiple-output (MIMO) system in Rayleigh fading environment. One attractive feature of large MIMO system is that a huge amount of data can be transmitted from transmitter to the receiver/multiple users. In practical systems, channel state information (CSI) is not available for decoding of the data, therefore, CSI needs to be estimated by using pilot symbols. It is shown in literature that very large number of time-slots are required for pilot transmission in large MIMO systems, it will lead to a very less number of time-slots for data transmission. In this case, a high-rate STBC is a possible way to transmit large amount of data in practical large MIMO systems. We propose a method to design a high-rate STBC by inserting the orthogonal STBCs of small dimensions and good rate. The concept of null space is used for decoding of transmitted data. The analytical performance of the proposed scheme is discussed in terms of symbol error rate.
研究了在瑞利衰落环境下大型多输入多输出(MIMO)系统中高速率空时分组码(STBC)的设计与传输问题。大型MIMO系统的一个吸引人的特点是可以将大量的数据从发射机传输到接收机/多个用户。在实际系统中,信道状态信息(CSI)无法用于数据解码,因此需要使用导频符号来估计CSI。文献表明,在大型MIMO系统中,导频传输需要非常大的时隙,这将导致用于数据传输的时隙数量非常少。在这种情况下,高速率STBC是实际大型MIMO系统中传输大量数据的一种可能方式。提出了一种通过插入小尺寸、高速率的正交STBC来设计高速率STBC的方法。零空间的概念被用于传输数据的解码。从符号错误率的角度讨论了该方案的分析性能。
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引用次数: 3
MarS: A rule-based stemmer for morphologically rich language Marathi 一个基于规则的词干,用于词法丰富的马拉地语
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8004036
H. Patil, A. Patil
Stemming is a technique that transforms morphologically similar terms into a unique term without doing a complete morphological analysis. Stemming is used as a preprocessing step in many Natural Language Processing (NLP) applications like Information retrieval (IR), Machine Translation, Parsing, Summarization, etc. The present work explores the application of stemming to the task of information retrieval. In IR, stemming is generally used for two main purposes: decreasing index size and for increasing system performance. This paper presents a stemmer for Marathi language which uses rule-based technique. The average accuracy achieved by the proposed stemmer is 79.97% when tested on a collection of 4500 unique words from the news corpus among nine runs. Since the accuracy of the proposed stemmer is satisfactory it can be effectively useful in several NLP systems for Marathi language.
词干提取是一种不用进行完整的词形分析就能将词形相似的词转换成独特的词的技术。词干提取在许多自然语言处理(NLP)应用中用作预处理步骤,如信息检索(IR)、机器翻译、解析、摘要等。本文探讨了词干提取在信息检索任务中的应用。在IR中,词干提取通常用于两个主要目的:减少索引大小和提高系统性能。本文提出了一种基于规则的马拉地语词干系统。在9次运行中,对来自新闻语料库的4500个唯一单词进行测试,所提出的词干的平均准确率为79.97%。由于所提出的词干的准确度令人满意,它可以有效地用于几种马拉地语的NLP系统。
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引用次数: 12
Optimization of highly nonlinear soft glass photonic crystal fiber with high birefringence 高双折射高非线性软玻璃光子晶体光纤的优化设计
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8004043
Ritesh Chandra Suryavanshi, A. Ghunawat, Sanjeev Jain, G. Singh
This paper presents optimization of a highly nonlinear soft glass photonic crystal fiber (PCF) design with decagonal structure. In the core of PCF an elliptical air hole is designed to increase birefringence. Investigation of nonlinear coefficient of PCF design for various parameters is done using finite element method (FEM). Nonlinear coefficient of 282.83 W−1km−1 and 486.26 W−1km−1 for X and Y polarized mode respectively, and birefringence of 0.0289 is achieved at 1550 nm for the given structure. In addition to these two parameters, dispersion is found to be −507.695 ps/nm.km (X polarized mode) and −234.431 ps/nm.km (Y polarized mode) at 1550 nm.
提出了一种高度非线性的十角形软玻璃光子晶体光纤的优化设计方法。在PCF的核心设计了一个椭圆的空气孔,以增加双折射。采用有限元法研究了不同参数下PCF设计的非线性系数。X和Y偏振模式下的非线性系数分别为282.83 W−1km−1和486.26 W−1km−1,在1550 nm处的双折射系数为0.0289。除了这两个参数外,色散为- 507.695 ps/nm。km (X偏振模式)和- 234.431 ps/nm。km (Y偏振模式)在1550 nm。
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引用次数: 1
The winning strategy of Tic Tac Toe Game model by using Theoretical Computer Science 基于理论计算机科学的井字游戏制胜策略模型
Pub Date : 2017-07-01 DOI: 10.1109/COMPTELIX.2017.8003944
S. Garg, Dalpat Songara, S. Maheshwari
Tic-Tac-Toe Game is a very popular game played by two participants on the grid of 3 by 3. A special symbol (X or O) is assigned to each participant to indicate that the slot is covered by the respective participant. The winner of the game is the participant who first cover a horizontal, vertical or diagonal row of the board having only their symbols. This paper proposed a winning strategy of Tic-Tac-Toe game and its computation is proved theoretically by the concepts of Theoretical Computer Science using multi-tape turing machine. This algorithm is designed for computer as a player in which computer act according to the intelligence of model to maximize the chances of success. The human player can makes its own choices. Any of the player can play first by their choice. The computation rules ensures selection of best slot for computer that will lead to win or prevent opponent to make a winning move. This is extended work of the paper “The Winner Decision Model of Tic-Tac-Toe Game by using Multi-Tape Turing Machine”. The contribution of this work is to design a strategy to play Tic-Tac-Toe game in which computer will never lose.
井字游戏是一种非常流行的游戏,由两名参与者在3乘3的网格上玩。一个特殊的符号(X或O)被分配给每个参与者,以表示该插槽由各自的参与者覆盖。游戏的赢家是第一个覆盖水平,垂直或对角线的棋盘上只有他们的符号的参与者。本文提出了一种井字游戏的制胜策略,并利用多磁带图灵机,运用理论计算机科学的概念对其计算进行了理论证明。该算法是为计算机作为玩家而设计的,计算机根据模型的智能来操作,以最大化成功的机会。人类玩家可以做出自己的选择。任何玩家都可以根据自己的选择先玩。计算规则确保计算机选择最佳的槽位,这将导致胜利或阻止对手采取胜利的行动。本文是“基于多磁带图灵机的一字棋博弈赢家决策模型”的推广工作。这项工作的贡献是设计了一种策略来玩井字游戏,计算机永远不会输。
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引用次数: 3
期刊
2017 International Conference on Computer, Communications and Electronics (Comptelix)
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