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2018 International Conference on Advanced Computation and Telecommunication (ICACAT)最新文献

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An Enhanced Differential Evolution through Memory Based Mechanism 基于记忆机制的增强差分进化
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933676
Raghav Prasad Parouha
This article is to presents an enhanced DE (differential evolution) through memory based mechanism of PSO (particle swarm optimization). Because of uses the memory concept of PSO, the proposed DE is termed as ‘MBDE (memory based differential evolution)’ where new mutation and crossover operators are introduced. This proposed technique is implemented on four typical benchmark functions available in literature. Experimental results prove that the proposed technique produce faster and more accurate solutions than classical DE, traditional PSO and PSODE (an effective hybrid variant of PSO and DE).
本文提出了一种基于记忆的粒子群优化机制的差分进化算法。由于使用了PSO的记忆概念,所提出的DE被称为“MBDE(基于记忆的差分进化)”,其中引入了新的突变和交叉算子。该技术在文献中提供的四个典型基准函数上实现。实验结果表明,与经典DE、传统PSO和PSODE(一种有效的PSO和DE的混合变体)相比,该方法能够更快、更准确地得到解。
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引用次数: 0
Contemplation of Machine Learning Algorithm under Distinct Datasets 不同数据集下机器学习算法的思考
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933753
Kushagra Shah, P. Chaturvedi, Akagra Jain
The paper analyses machine learning and statistics classification under supervised learning approach. The grail of this study is collation of Machine Learning on variegated datasets that are contemplated and compared on the basis of two important parameters viz. time and accuracy. For the purpose of study, 6 different supervised Machine Learning algorithms are implemented on datasets in WEKA tools by percentage splitting method in which 66% of the total data have been used to train the model and 34% is used to test the efficiency of the model. As an out-turn, general comparison is produced, guiding researchers in their area of interest and to choose best available algorithm depending on the dataset classification. The main objective of this paper is to provide the general comparison between variegated machine learning algorithms and which is best suitable and efficient for a particular situation as every algorithm varies according to the area of application and single algorithm is not surpassing in every scenario.
本文分析了监督学习方法下的机器学习和统计分类。这项研究的目标是在不同的数据集上整理机器学习,这些数据集是基于两个重要参数即时间和准确性进行考虑和比较的。为了研究目的,在WEKA工具的数据集上,采用百分比分割的方法实现了6种不同的有监督机器学习算法,其中66%的数据用于训练模型,34%用于测试模型的效率。作为结果,产生一般比较,指导研究人员在他们感兴趣的领域,并根据数据集分类选择最佳的可用算法。本文的主要目的是提供各种机器学习算法之间的一般比较,以及哪种算法最适合于特定情况,因为每种算法根据应用领域而变化,并且单一算法在每种情况下都不会超越。
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引用次数: 0
Design, Layout and Simulation of 8 bit Arithmetic and Logic Circuits Pad frame using C5 Process for deep submicron CMOS 基于C5工艺的深亚微米CMOS 8位算术与逻辑电路衬垫框架的设计、布局与仿真
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933609
P. Rai, Shivoy Srivastava, Ayoush Johri
A critical component of the microprocessor, the core component of central processing unit. Arithmetic and logic circuits comprises the combinational logic that implements logic operations such as AND and OR, and arithmetic operations such as Addition, Subtraction, and Multiplication. In this presented work, an 8-bit arithmetic logic circuit is designed, implemented and simulated using the Electric CAD and SPICE software. The proposed design is an 8-bit arithmetic and logic circuit that can perform: A AND B, A OR B, A + B (addition), and A - B (subtraction) and all possible arithmetic and Logical operations. Physical design of every sub module is carried out using C5 process 300 nm process technology. A pad frame is also designed and subsequent Design Rule Checks and network consistency checks are performed on the same.
微处理器的关键部件,是中央处理器的核心部件。算术和逻辑电路包括实现“与”和“或”等逻辑运算的组合逻辑,以及“加”、“减”、“乘”等算术运算。本文设计了一个8位算术逻辑电路,并利用电子CAD和SPICE软件进行了仿真。所提出的设计是一个8位算术和逻辑电路,可以执行:A and B, A OR B, A + B(加法)和A - B(减法)以及所有可能的算术和逻辑运算。各子模块的物理设计采用C5工艺300nm工艺技术。设计pad帧,并对其进行后续的“设计规则检查”和“网络一致性检查”。
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引用次数: 1
A Markov-Chain Model Based Study of Distributed Weighted Round-Robin Scheduling for Data Centers 基于马尔可夫链模型的数据中心分布式加权轮循调度研究
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933588
Shweta Jain, Saurabh Jain
Data centers spread around the world at different geographical location with the variation of time and location. This paper offers distributed weighted round robin (DWRR) scheduling algorithm for large-scale distributed data centers using Markov Chain Model. DWRR provides a platform to achieve fairness for all data centers. This proposed algorithm evaluates and optimizes the performance that reduces the operation costs, balances the load effectively, improves fairness and produces maximum throughput of data centers to study the transition behaviour of threads among different data centers.
随着时间和地点的变化,数据中心分布在世界各地的不同地理位置。本文利用马尔可夫链模型提出了大规模分布式数据中心的分布式加权轮询调度算法。DWRR为所有数据中心提供了一个实现公平的平台。该算法从降低运行成本、有效平衡负载、提高公平性和产生数据中心最大吞吐量的角度对性能进行评估和优化,研究线程在不同数据中心之间的迁移行为。
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引用次数: 0
Design of Wearable Textile Based Microstrip Patch antenna by using defected ground plane 基于疵点地平面的可穿戴纺织品微带贴片天线设计
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933571
Priyesh Jaiswal, Poonam Sinha
A used of wearable antenna by using textile material is very common due to miniaturization of wireless communication devises. The design of wearable antenna is suitable due their low dielectric constant or relative permittivity characteristic. The proposed antenna is designed by using wash cotton substrate with a permittivity of 1.51 and thickness of 3mm. The structure is simple, compact and easy to manufacture by using wash cotton substrate. The proposed antenna is design by using a slot of length $lambda$/2 open stub on ground plan and exiting patch of 6mm x 23mm with a probe feeding of 0.3mm radius of SMA connector between ground and exiting patch. The antenna is suitable for medical application as well as for S band application. The wearable antenna is designed to achieve a bandwidth of 63.36%. for VSWR $lt 2$, the directivity and return loss for proposed antenna is 5dBi to 7.1dBi and -19.5dB.The proposed antenna is investigated for S band application. The Proposed antenna is design by using IE3D Simulator.
由于无线通信设备的小型化,使用纺织材料的可穿戴天线的应用非常普遍。可穿戴天线具有低介电常数或相对介电常数的特点,适合设计。该天线采用介电常数为1.51、厚度为3mm的水洗棉衬底设计。采用水洗棉基材,结构简单、紧凑、易于制造。该天线在地平面上使用长度为$lambda$/2的开槽,出片尺寸为6mm x 23mm,在地与出片之间的SMA连接器的探针馈送半径为0.3mm。该天线既适用于医疗应用,也适用于S波段应用。设计的可穿戴天线带宽达到63.36%。对于VSWR,天线的方向性和回波损耗分别为5dBi ~ 7.1dBi和-19.5dB。研究了该天线在S波段的应用。利用IE3D模拟器对天线进行了设计。
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引用次数: 4
A Security Model for Protecting Data Storage On Cloud to Enhance Security Level by Evasive the Data 一种保护云上数据存储的安全模型,通过规避数据来提高安全级别
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933785
S. Saxena, A. Shrivastava, A. Saxena, M. Manoria
Cloud is the need of the users which is used to grow the world.Cloud Computing is a technology which allow users to access the platform and infrastructure from any places in the world, where is the availability of the network. But the important part is to provide security over the cloud to the data used by the users, and also maintained the confidentiality of the data. In this paper specialized method and the various techniques are discussed which is useful for providing the security to the information and data in the cloud. The attractive point of this paper is to conFigure various techniques which provide security, confidentiality and solve the issues of the cloud and provides user authentication which is useful in maintaining security in the cloud and analysis the confidentiality of the data by using various techniques.
云是用户的需求,是用来发展世界的。云计算是一种允许用户从世界上任何地方访问平台和基础设施的技术,只要网络可用。但重要的部分是通过云为用户使用的数据提供安全性,并保持数据的机密性。本文讨论了为云中的信息和数据提供安全保障的专用方法和各种技术。本文的吸引力在于配置各种技术来提供安全性、保密性和解决云中的问题,并提供用户身份验证,这有助于维护云中的安全性,并通过使用各种技术来分析数据的机密性。
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引用次数: 0
Speed & Direction Control of DC Motor through Bluetooth HC-05 Using Arduino 利用Arduino通过蓝牙HC-05实现直流电机的速度和方向控制
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933698
V. Singh, A. Sahu, Atahar Beg, Bushra Khan, Shiv Kumar
The technology is a process that never ends and to improve the quality of any product these technologies are required. Under this article, the blueprint and execution of a cheap, robust as well as resilient and secure Bluetooth based device DC motor is present. The blueprint is represented on AT Mega 328 board and the motor is liaisons to the input/output ports. The connection between the controlling device and the Arduino Nano is without wire i.e. wireless due to which an individual can operate easily who are using Bluetooth devices. Due to low cost of this system, DC motor to be controlled with the help of this board.
技术是一个永无止境的过程,为了提高任何产品的质量,都需要这些技术。在本文中,给出了一种廉价、坚固、弹性和安全的基于蓝牙的设备直流电机的蓝图和实现。蓝图表示在AT Mega 328板和电机是连接到输入/输出端口。控制设备与Arduino Nano之间的连接是无线的,即无线的,因此使用蓝牙设备的个人可以轻松操作。由于该系统的成本较低,直流电机需要借助该板进行控制。
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引用次数: 11
A Modified Wideband Bow-Tie Antenna with DGS for Wireless Fidelity Range 用于无线保真范围的改进型DGS宽带蝴蝶结天线
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933583
E. Choudhary, S. Sharma, Pranay Yadav
In this research work design a modified wideband bow-tie antenna for Wi-Fi ranges. Now a day’s demand of wireless device increases in rapidly due to require a wide range application antenna. Wide band antennas are those antennas full fill the demand of current generation communication devices. In this presented research work design a bow-tie antenna for 1 to 6 GHz frequency range. In this current generation most of the wireless devices exist in this range. This research work shows Bow-Tie Shape antenna with bow shape slot. In slotted Bow-Tie antenna on patch side, and apply defected ground structure on the ground side. On the ground side apply two right angle cuts with parabolic cut on the ground side. For the enhancement of bandwidth apply CPW feed in the structure and obtain enhanced bandwidth as well as return loss. The proposed bow-tie antenna shows result in the range of 3.0 GHz to 4.87 GHz range and the total bandwidth obtain 1.86 GHz. In this region got two impedance frequency on 3.47 GHz and 4.41 GHz with return loss is -32.45 dB and -34.45 dB. Designed antenna is shows wide band (WB) nature also shows dual band nature. The result of proposed design show good return loss as well as VSWR.
本研究设计了一种适用于Wi-Fi范围的改进型宽带领结天线。由于需要广泛应用的天线,人们对无线设备的需求迅速增加。宽带天线是满足当前通信需求的天线。本课题设计了一种1 ~ 6ghz频率范围的领结天线。在当前这一代,大多数无线设备都在这个范围内。本文研究的是带弓形槽的弓形天线。在贴片侧的开槽领结天线中,并在接地侧采用缺陷接地结构。在地面一侧应用两个直角切割与抛物线切割在地面一侧。为了提高带宽,在结构中加入CPW馈电,得到了增强的带宽和回波损耗。所设计的领结天线的工作范围为3.0 GHz ~ 4.87 GHz,总带宽为1.86 GHz。该区域阻抗频率分别为3.47 GHz和4.41 GHz,回波损耗分别为-32.45 dB和-34.45 dB。所设计的天线既具有宽带特性,又具有双频特性。结果表明,该设计具有良好的回波损耗和驻波比。
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引用次数: 9
An Efficient Content Based Image Retrieval using Statistical Soft Computing and Texture Features 基于统计软计算和纹理特征的高效图像检索
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933696
Mranali Yadav, Manish Rai, Mohit Gangwar
With the invent of low cost cameras the uses of imaging data has exponentially increased in last two decades. Due to availability of huge data on web, demand of efficient image retrieval techniques have also increased. Many feature based local and global methods have been designed in past but they were either too complex or only case specific. In this paper a simple and efficient statistical soft computing and texture based content based retrieval system is proposed and designed. The method is designed to match the quarry and template images based on histogram and their statistical properties as statistical absolute mean difference and 2D normalized correlation of texture images. Method first resizes the quarry and template image to same size and then calculates the statistical parameters in RGB domain and compares the same. In addition Local binary pattern (LBP) is calculated for comparing the local texture feature of the quarry and template images. The performance of our proposed method is tested and evaluated using the standard large image-vary dataset of color images.
随着低成本相机的发明,成像数据的使用在过去二十年中呈指数级增长。由于网络上大量数据的可用性,对高效图像检索技术的需求也随之增加。过去已经设计了许多基于局部和全局特征的方法,但它们要么太复杂,要么只针对具体情况。本文提出并设计了一种简单高效的基于统计软计算和纹理的内容检索系统。该方法利用纹理图像的统计绝对均值差和二维归一化相关等统计特性,利用直方图对图像进行匹配。该方法首先将采石场和模板图像调整为相同大小,然后计算RGB域的统计参数并进行比较。此外,计算了局部二值模式(LBP),用于比较采石场图像和模板图像的局部纹理特征。使用彩色图像的标准大图像变化数据集对我们提出的方法的性能进行了测试和评估。
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引用次数: 0
Printing from a USB Flash Drive without PC 打印从USB闪存驱动器没有PC
Pub Date : 2018-12-01 DOI: 10.1109/ICACAT.2018.8933799
S. Chaman, Deepika Sengupta, Gaurav Rodrigues, Neeta Sanctis, Hisham Ahmad, Savita Kulkarni
In today’s digital world, USB (Universal Serial Bus) data transfer has gained wide popularity. For transfer of data from one USB storage device to another, computer or laptop is required. It is time consuming and cumbersome tasks to every time involve such large devices only for the data transfer. So to overcome this problem we design a compact system which does the data transfer from one USB storage device to another using Raspberry Pi module. The system is also capable of printing the data directly from USB without the assistance of laptop or computer. LCD (Liquid Crystal Display) is configured for displaying the result. A Hex Keypad is used for selecting the type of operations such as copy, paste, print, delete etc. The designed system is battery operated which makes it portable. It is also cost effective and also saves the power as it eliminates the need of host computer.
在当今的数字世界中,USB(通用串行总线)数据传输已经得到了广泛的普及。为了将数据从一个USB存储设备传输到另一个USB存储设备,需要计算机或笔记本电脑。每次都要用到这么大的设备来进行数据传输是一项耗时且繁琐的任务。因此,为了克服这个问题,我们设计了一个紧凑的系统,使用树莓派模块将数据从一个USB存储设备传输到另一个USB存储设备。该系统还能够直接从USB打印数据,而无需笔记本电脑或电脑的帮助。LCD(液晶显示器)配置显示结果。十六进制键盘用于选择操作类型,如复制,粘贴,打印,删除等。设计的系统采用电池供电,便于携带。它也具有成本效益,也节省了电力,因为它不需要主机。
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引用次数: 0
期刊
2018 International Conference on Advanced Computation and Telecommunication (ICACAT)
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