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2019 3rd International Conference on Computing Methodologies and Communication (ICCMC)最新文献

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A Survey on Software Defined Network based on Architecture, Issues and Challenges 基于体系结构、问题与挑战的软件定义网络研究综述
Sarika Singh, S. Prakash
Today almost everything is connected via Internet which is accessible from anywhere anyplace and anytime. Therefore, to overcome the traditional network challenges, we have employed new technology called software defined network. SDN is a new adventure in networking domain which is different from traditional networking models. In this technology SDN Controllers performs the control decision task in either centralized or distributed mode. SDN has been recommended as biggest hopeful outcome for upcoming internet. SDN has separated control plane from data plane and provides the estimation for network utilization development. SDN results in a more efficient and innovative design and delivers a better performance with a higher flexibility without the use of proprietary devices. This paper nicely presents fundamentals, detailed literature review and research challenges on software defined networks. Further provides a comparative study based on their techniques and features. This article will be helpful for new researchers to get an overview on the fundamentals of SDN architecture, related techniques and the corresponding features.
今天,几乎所有的东西都是通过互联网连接的,可以随时随地访问。因此,为了克服传统网络的挑战,我们采用了一种叫做软件定义网络的新技术。SDN是一种不同于传统网络模式的网络领域的新尝试。在该技术中,SDN控制器以集中式或分布式方式执行控制决策任务。SDN被认为是未来互联网最有希望的结果。SDN将控制平面与数据平面分离,为网络利用的发展提供估计。SDN带来了更高效和创新的设计,在不使用专有设备的情况下提供了更好的性能和更高的灵活性。本文很好地介绍了软件定义网络的基本原理、详细的文献综述和研究挑战。在此基础上,对二者的技术和特点进行了比较研究。本文将有助于新研究者了解SDN架构的基本原理、相关技术和相应的特性。
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引用次数: 4
Classification of Abusive Comments in Social Media using Deep Learning 基于深度学习的社交媒体滥用评论分类
Mukul Anand, R. Eswari
Social media has provided everyone to express views and communicate to masses, but it also becomes a place for hateful behavior, abusive language, cyber-bullying and personal attacks. However, determining comment or a post is abusive or not is still difficult and time consuming, most of the social media platforms still searching for more efficient ways for efficient moderate solution. Automating this will help in identifying abusive comments, and save the websites and increase user safety and improve discussions online. In this paper, Kaggle’s toxic comment dataset is used to train deep learning model and classifying the comments in following categories: toxic, severe toxic, obscene, threat, insult, and identity hate. The dataset is trained with various deep learning techniques and analyze which deep learning model is better in the comment classification. The deep learning techniques such as long short term memory cell (LSTM) with and without word GloVe embeddings, a Convolution neural network (CNN) with or without GloVe are used, and GloVe pretrained model is used for classification
社交媒体为每个人提供了表达观点和与大众沟通的机会,但它也成为仇恨行为、辱骂语言、网络欺凌和人身攻击的场所。然而,判断评论或帖子是否滥用仍然困难且耗时,大多数社交媒体平台仍在寻找更有效的方法来有效地解决问题。自动化这将有助于识别侮辱性评论,保存网站,提高用户安全,改善在线讨论。在本文中,使用Kaggle的有毒评论数据集来训练深度学习模型,并将评论分类为以下类别:有毒,严重有毒,淫秽,威胁,侮辱和身份仇恨。使用各种深度学习技术对数据集进行训练,并分析哪种深度学习模型在评论分类中更好。使用长短期记忆单元(LSTM)和不使用word GloVe嵌入、卷积神经网络(CNN)和不使用GloVe嵌入等深度学习技术,并使用GloVe预训练模型进行分类
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引用次数: 44
Smart Toilet Based On IoT 基于物联网的智能马桶
F. Shaikh, Feza Shaikh, K. Sayed, Needa Mittha, Naziya Khan
In today’s world with the ever increasing growth in the population of India, the hygiene of our country is endangered. Our Prime Minister Sir Narendra Modi has introduced "Swach Bharat Abhiyan" Scheme to improve cleanliness in the country. Our project will definitely be a help to improve hygiene condition in India. It will create awareness among people in terms of "Toilet Management". The proposed system "Smart Toilet" is based on IoT, smell sensor, IR sensor, sonic sensor, RFID sensor. The smart toilet will take care of opening and closing of the toilet seat, the IR sensor tracks the dirt present on the toilet seat and raise an alarm, The cleanliness of the toilet will be improved by monitoring the sweeper’s activity to maintain the hygiene of the toilet, it also will deal with water conservation.
在当今世界,随着印度人口的不断增长,我国的卫生受到威胁。我们的总理纳伦德拉·莫迪爵士推出了“清洁印度”计划,以改善国家的清洁。我们的项目肯定会有助于改善印度的卫生状况。它将在“厕所管理”方面提高人们的意识。提出的系统“智能马桶”是基于物联网,气味传感器,红外传感器,声波传感器,RFID传感器。智能马桶将负责马桶盖的打开和关闭,红外传感器跟踪马桶盖上的污垢并发出警报,通过监测扫地工的活动来提高厕所的清洁度,以保持厕所的卫生,它还将处理节水问题。
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引用次数: 2
Discrete Sliding Mode Controller Action With PID Sliding Surface For Non Linear Plant Along With Changing Set Point 随设定点变化的非线性对象的PID滑动面离散滑模控制器
B. Patil, L. Waghmare, M. Uplane
In this paper, a discrete time sliding mode controller (DSMC) is proposed for higher request in addition to postpone time (HOPDT) forms. A sliding mode surface is picked as a component of framework states and mistake and the tuning parameters of SMC are resolved by utilizing the overwhelming post situation procedure. The control object for "ball in a barrel" is to regulate the speed of a DC supplying fan which blows air into a chamber in order to keep a ball suspended at some foreordained position in the barrel. The DSMC is worked to direct the ball's position consequently. Albeit adroitly straightforward, this is a troublesome control issue due to the non-direct consequences for the ball and the perplexing material science administering its conduct. Besides, the ball is amazingly touchy to any outer aggravations from the fan. Taken together, it is hard to be constrained by the customary science, and not actually caught in reproduced or numerical correlations of control calculations. The reproduction and experimentation results demonstrate that the proposed strategy guarantees the required elements. The perfection of current proposed system is it grants the following of progress which will progressively set point in the near future. This gadget helps to tentatively analyze a customary PID controller and DSMC controller. The results show significant differentiations in the execution characteristics of the controllers.
本文提出了一种离散时间滑模控制器(DSMC),以满足延迟时间(HOPDT)形式之外的更高要求。选取滑模曲面作为框架状态的组成部分,利用压倒性后态法求解SMC的误差和整定参数。“桶中球”的控制对象是调节直流送风风扇的转速,使球悬浮在桶中的某个预定位置。因此,DSMC工作来指导球的位置。尽管非常简单,但由于对球的非直接影响和管理其行为的复杂材料科学,这是一个棘手的控制问题。此外,这个球对任何来自风扇的外部刺激都非常敏感。综上所述,它很难受到习惯科学的约束,而不是真正陷入控制计算的再现或数值相关性中。复制和实验结果表明,所提出的策略保证了所需的要素。目前提出的制度的完善之处在于,它将在不久的将来逐步确立以下进展。这个小工具有助于初步分析习惯的PID控制器和DSMC控制器。结果表明,控制器的执行特性存在显著差异。
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引用次数: 1
Enhancement of lifetime using Energy efficient cross layer approach for WSN 利用节能跨层方法提高无线传感器网络的寿命
K. Ramesh, M. Anto Bennet, H. M., V. D., V. K, J. R
Energy minimization is becoming a major issue in wireless sensor networks (WSN) and is mostly event based. An energy saving approach or tool is important for extending the life of a sensor node. This study proposes a cross-approach between access to MAC and the network layer for energy efficiency. Use the LEACH algorithm to select a channel. Broadcasting is carried out only at the cluster head (CH),which saves energy. The simulation results show that the interlevel approach provides significant energy savings compared to traditional applications.
能量最小化正成为无线传感器网络(WSN)的主要问题,并且大多是基于事件的。节能方法或工具对于延长传感器节点的使用寿命非常重要。本研究提出存取MAC与网路层之间的交叉方法,以提高能源效率。使用LEACH算法选择通道。广播只在簇头(CH)进行,节省了能源。仿真结果表明,与传统的应用相比,层间方法具有显著的节能效果。
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引用次数: 3
—Multiple Cluster-Android lock Patterns (MALPs) for Smart Phone Authentication‖ —智能手机认证的多集群android锁模式(malp)‖
JavedAkhtar Khan
This paper proposes the implementation of progressive authentication service in smart android mobile phone. In this digital era, massive amount of work can be done in the digital form using the smart devices like smart phone , laptop, Tablets , etc. The number of smartphone users approx. reach to 299.24 million, as per the recent survey report [1] in 2019 this count will reach 2.7 billion and after 3 years, this count will increase up to 442.5 million. This article includes a cluster based progressive smart lock with a dependent combination that is short and more secure in nature. Android provides smart lock facilities with the combination of 9 dot, 6dot, 5dot, 4dot and 1-9 number. By using this mobile phone user will be able to generate pattern lock or number password for authentication. This is a single authentication system, this research paper includes a more secured multiple cluster based pattern match system.
本文提出了在智能安卓手机上实现渐进式认证服务。在这个数字时代,大量的工作可以通过智能手机、笔记本电脑、平板电脑等智能设备以数字形式完成。智能手机用户的数量大约。达到2.924亿,根据最近的调查报告[1],2019年这一数字将达到27亿,三年后这一数字将增加到4.425亿。本文介绍了一种基于集群的渐进式智能锁,它具有短且更安全的依赖组合。Android提供9点、6点、5点、4点和1-9数字组合的智能锁设施。通过使用该手机,用户将能够生成图案锁或号码密码进行身份验证。这是一个单一的认证系统,本文研究包括一个更安全的基于多集群的模式匹配系统。
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引用次数: 0
Framework for Detection of Malicious Activities in IoT Networks using Keras Deep Learning Library 使用Keras深度学习库检测物联网中恶意活动的框架
Abhinaya Nagisetty., Govind P. Gupta
Secure and reliable services of the smart cities are generally depend on the reliable services provided by different devices of the Internet of Things ecosystem and Internet of Things backbone networks. In order to provide secure and reliable services, there is need to install intrusion detection mechanism to detect malicious and intrusions activities of the malicious attackers on the IoT network. This paper presents a framework for detection of malicious activities in IoT Backbone Networks using Keras Deep Learning Library. The proposed framework uses four different deep learning models such as Multi Layer Perceptron (MLP), Convolutional Neural Networks (CNN), Deep Neural Networks (DNN) and Autoencoder for predicting the malicious attacks. Performance evaluation of the proposed framework is done using two well known datasets such as UNSW-NB15 and NSL-KDD99 and its result analysis are discussed in terms of accuracy, RMSE and F1-score.
智慧城市的安全可靠服务一般依赖于物联网生态系统的不同设备和物联网骨干网提供的可靠服务。为了提供安全可靠的服务,需要安装入侵检测机制,检测恶意攻击者对物联网网络的恶意和入侵行为。本文提出了一个使用Keras深度学习库检测物联网骨干网恶意活动的框架。该框架使用多层感知器(MLP)、卷积神经网络(CNN)、深度神经网络(DNN)和自动编码器等四种不同的深度学习模型来预测恶意攻击。利用UNSW-NB15和NSL-KDD99这两个著名的数据集对所提出的框架进行了性能评估,并从准确率、均方根误差和f1分数三个方面对其结果进行了分析。
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引用次数: 34
Review on Design & Testing of CCD Detector Data Generation & Acquisition System CCD探测器数据生成与采集系统设计与测试综述
Ankit Dhulekar, Bharat V. Tank
In this review paper, a CCD detector is used to capture the image of the object in dim level of light. The video signal coming from the detector is fed into the video processor which remove the intrinsic noise from the signal, a 0dB to 36dB PGA is inbuilt in processor which is adjusted by programming the PGA register and finally, convert the analog signal into digital by 12-bit ADC. The video processor consists the different kind of registers like control register, ADC register, PGA register, CLPDM, SCLK, OE register etc. These registers are need a clock pulse to perform the specific task and that clock pulse is generated in LabVIEW tool. A PXI card is used for data generation & Acquisition system. The generated clocks are passed to the video processor according to the pin configuration of video processor. Finally, a 12-bit of digital output is generated.
本文介绍了一种利用CCD探测器在微弱光线下捕获物体图像的方法。探测器发出的视频信号被送入视频处理器去噪,处理器内置一个0dB到36dB的PGA,通过编程对PGA寄存器进行调整,最后通过12位ADC将模拟信号转换为数字信号。视频处理器由不同类型的寄存器组成,如控制寄存器、ADC寄存器、PGA寄存器、CLPDM、SCLK、OE寄存器等。这些寄存器需要一个时钟脉冲来执行特定的任务,而该时钟脉冲是在LabVIEW工具中生成的。数据生成与采集系统采用PXI卡。根据视频处理器的引脚配置将生成的时钟传递给视频处理器。最后,生成一个12位的数字输出。
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引用次数: 0
An Intelligent Controller based Power Grid Interconnected System for Reliable Operation 基于智能控制器的电网互联系统可靠运行
V. B. Thurai Raaj, K. Suresh
the main objective of this research paper is to control the Unidirectional Boost Converter (UBC) by implementing an intelligent controller (IC). IC is the only competent to control and maintain the constant power flow at the load terminal. From the data of power output from wind and solar energy, power conversion are continuously captured by IC based on which the data value gate pulses are injected to power electronic switch. The proposed model is connected with micro grid to provide utilization path for surplus power, similarly grid supplies the power to load (i.e. renewable energy gets fails to produce minimum requirement). The overall design and simulation is performed by using MATLAB/SIMULINK. Unidirectional converter is use to interfaces the RER, BSS and load. Battery controlling unit (BCU) always monitoring the battery parameters, based on that values it control the battery operation.
本文的主要目的是通过实现智能控制器(IC)来控制单向升压变换器(UBC)。集成电路是唯一能够控制和维持负载端恒定功率流的电路。从风能和太阳能的输出功率数据中,通过集成电路连续捕获功率转换,并以此为基础向电力电子开关注入数据值门脉冲。该模型与微电网连接,为剩余电力提供利用路径,同样电网向负荷提供电力(即可再生能源得不到最低需求)。利用MATLAB/SIMULINK进行了总体设计和仿真。采用单向变换器对RER、BSS和负载进行接口。电池控制单元(Battery control unit, BCU)时刻监测电池的各项参数,根据这些参数值控制电池的运行。
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引用次数: 1
Power Quality Improvement in Hybrid Power System using D-STATCOM 基于D-STATCOM的混合动力系统电能质量改进
Bhagyashree Parija, S. Behera, Ruturaj Pattanayak, S. Behera
The emanate use of distributed energy sources in electricity grid has created new ultimatum for the utility load as regard to power quality, voltage stabilization and efficient energy utilization. Wind and Solar are considered as the most assuring source of renewable energy. However, the standalone operation of either Photo-voltaic or wind energy system does not offer a very reliable source of electricity production, mainly due to the unpredictability over the availability of the wind and solar irradiance. Thus, an assortment of wind and solar power generation structure can form a very much potential and reliable source of electricity. In this work a hybrid model of wind and Photo-voltaic system has been presented. This kind of system is very beneficial and useful to the remotely located or islanded areas where grid integration is not very economical. However, the interfacing of power electronic devices to DG systems induces very severe power quality problems, such as, harmonic generation and the reactive power compensation that disturbs the power distribution system. In this work, a simulation model of hybrid wind-PV generation system of capacity 750 KW has been presented. The performance of this system with grid connected mode is analyzed. The power quality of the wind-SPV hybrid system has been evaluated by calculating the total harmonics distortion (THD) at different wind speed. Power quality of this hybrid system has been improved by using D-STATCOM.
分布式能源在电网中的发散使用,对电力负荷在电能质量、电压稳定和能源高效利用方面提出了新的最后通牒。风能和太阳能被认为是最可靠的可再生能源。然而,独立运行的光伏或风能系统并不能提供非常可靠的电力生产来源,主要是由于风能和太阳辐照度的不可预测性。因此,风能和太阳能发电结构的组合可以形成一个非常潜在和可靠的电力来源。本文提出了一个风能和光伏系统的混合模型。这种系统对于偏远地区或孤岛地区电网整合不太经济的地区是非常有益和有用的。然而,电力电子设备与DG系统的接口引起了非常严重的电能质量问题,如谐波的产生和对配电系统的无功补偿。本文建立了容量为750kw的风电-光伏混合发电系统的仿真模型。分析了该系统在并网模式下的性能。通过计算风- spv混合动力系统在不同风速下的总谐波失真(THD),对系统的电能质量进行了评价。采用D-STATCOM,提高了该混合系统的电能质量。
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引用次数: 6
期刊
2019 3rd International Conference on Computing Methodologies and Communication (ICCMC)
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