Global Journal of Computer Science and Technology (GJCST)
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Utilization of 3-d Models for Enhancing Facial Recognition over Various Angles
Get PDFAalgorithms for facial recognition PCA (Principal component analysis) encounter a dramatic performance decline when analyzing photos taken from various angles. As part of this research, a 3-D model was utilized for the sake of improving abovementioned performance. This model enables us to convert an image of somebody2019;s face, which was taken from a specific angle to another face. Model was tested using biometric database created on Belgrade University. Picture rotation according to model was performed before comparing with the specimen pictures from the database. Results of this study have shown accuracy in regards to biometric verification, where identification percentage has been drastically improved
A Security Framework for IOT Based Smart Home Automation System
Get PDFThe Internet of Things (IOT) is a new platform for our technology. Though of IOT, we can control our daily life work such as home application, control and communication systems, easy communication systems, improve our digital services etc. The Internet of Things (IOT) is joining our daily contents information wisely to the internet to make communication between objects and people and among themselves. In this paper, we show an improved home automation by the help of IOT. For calculating response time of IOT, we need fog computing platform. Fog computing also known as fogging or edge computing which is built by Cisco and it is extended the version of cloud computing through a network. In our proposed system, we use motion sensor, SBC-PT which is a network access component and daily life component in home. We can monitor and control that equipment by the approach of IOT based system. The home automation system uses the portable devices as a user interface. They can connect with home automation network through an internet approach. The user will move straightly with the system via control interface whereas home apparatus are remotely controlled through sensor and server. The home automation system has an additional property that enhances the facet of defense from unauthorized accidents. The communication with the server consents the user to pick out the receivable device. This design proposed an efficient control of home automation system
Analysis and Design of Visualization of Educational Institution database using Power BI Tool
Get PDFVisualization of data set is a process of making understand the significance of data through visual context and part of data analytics where it2019;s executed after the data correction. Nowadays visualization is more useful in business intelligence and Analytics in every field, There are different techniques for visualizing the datasets, it may be in dynamic or interactive nature, and datasets can be visualized in different types of visuals insights, This paper deals with the interactive visualization of educational institution database using Microsoft Power BI Tool with different modules and this paper focuses on process model, operations of Microsoft Power BI, types of data sources available in Tool and its different related types of visual insights or context
Performance Evaluation of Encrypted Text Message Transmission in 5G Compatible Orthogonal Multi-level Chaos Shift Keying Modulation Scheme Aided MIMO Wireless Communication System
Get PDF- In this paper, a comprehensive performance evaluative study has been made on encrypted text message transmission in 5G compatible orthogonal multi-level chaos shift keying modulation scheme aided MIMO wireless communication system. The 4 X 4 multi-antenna supported simulated system incorporates four channel coding (1/2-rated Convolutional, (3, 2) SPC, LDP Cand Repeat and Accumulate (RA)), different signal detection (MMSE, ZF, Cholesky decomposition and Group Detection (GD) approach aided Efficient ZeroForcing (ZF)), and Chaotic Walsh-Hadamard encoding schemes
ACO based AODV Method for Detection and Recovery of Misbehaving Nodes
Get PDFMobile ad-hoc networks (MANETs) can be described as a set of a huge variety of mobile nodes. MANET has the kind of applications such navy, disaster stuck regions and the characteristics of dynamic topology, no constant infrastructure, and many others. Nevertheless, there are a few protection issues and challenges in it. MANET is vulnerable to numerous attacks because of its open medium. As a result, there's need to examine in detail about the way to discover malicious or misbehaving node present inside the network. Ant algorithm is a set of rules this is most appropriate to be carried out in MANET environments than other algorithms. It can discover a most effective route, independent, decentralized, rapid adaptation, and multiple routes. Due to this motive, we use ant algorithm to enhance the overall performance of the proposed comfortable protocol. in this paper, Ant-primarily based Misbehavior node detection approach is carried out with ad-hoc On-demand Distance Vector (AODV) protocols and it figuring out the misbehavior node properly evaluate the parameters of packet delivery ratio, throughput and so on
Privacy Preserving Access of Outsourced Data in Heterogeneous Databases
Get PDF- Privacy is main concern in the world, among present technological phase. Information security has become a dangerous issue since the information sharing has a common need. Recently, privacy issues have been increased enormously when internet is flourishing with forums, social media, blogs and e-commerce, etc. Hence research area is retaining privacy in data mining. The sensitive data of the data owners should not be known to the third parties and other data owners. To make it efficient, the horizontal partitioning is done on the heterogeneous databases is introduced to improve privacy and efficiency. we address the major issues of privacy preservation in information mining. In particular, we consider to provide protection between different data owners and to give privacy between them by partitioning the databases horizontally and the data2019;s are available in the heterogeneous databases. Our proposed work is to center around the study of security saving on unknown databases and conceiving private refresh methods to database frameworks that backings thoughts of obscurity assorted than k-secrecy. Symmetric homomorphic encryption scheme, which is significantly more efficient than the asymmetric schemes. Our proposed work helps the valid user can extract with key issue in partition data in automated approach and the data2019;s are partitioned horizontally
The Role of Shologuti in Artificial Intelligence Research: A Rural Game of Bangladesh
Get PDFShologuti has three major component: move generation, search and evaluation. Each components are pretty much necessary, though evaluation with its quiescence analysis is the main part which makes each program2019;s play unique. To make this game more striking, most reliable algorithms and its many supporting aids are used here. Main components of the game tree search and pruning are analyzed here and the performance refinements such as aspiration variation search, assists like transposition and history table are compared here
An Economic and Modern Business Intelligence Solution for Textile Industries in Bangladesh
Get PDFTextile Industries are doing most promising business in Bangladesh from last few years. We are already in top five garments exporting country list and the demand of our garments product is increasing day by day both in our country and outside the country. Because of increasing demand of this sector textile industries are also growing very fast in number. To meet the end users demand now textile industries have to compete with the quality of others so that they can satisfy the need of different users of garments product. Analyzing user mind is really a tough task to grow the textile business with latest trend and mode of new generations. Business Analytics can make this tough task very easy by analyzing different sales report with different perspectives. To meet the new trend and demand of new generation, proposed business analytics setup of different technologies is much better for the textile industries compared to existing systems used in Bangladesh. Textile industries can use this solution by collecting data from their different sales point for better production policy which will satisfy the end user of the textile product as well as enhance the textile business
TCP Congestion Control: A Contributing Factor to Congestion in Long-Term Evolution Networks
Get PDFLong-Term Evolution (LTE) has evolved the field of data transmission, bringing about the era of 4th Generation Networks capable of providing broadband speeds to mobile users based on the development experienced in the field of data transmission. There has been a sporadic increase in the utilization of Long-Term Evolution (LTE) networks, due to the ever-growing utilization of network links and network services, certain issues begin to rise, one of such issues is the problem of congestion. The more utilized a network becomes, the more vulnerable it is to congestion. Data networks become congested when network cannot keep up with the growing demand for the networks resources. Transmission Control Protocol (TCP) is the most used protocol today, and its application in Long-Term Evolution networks is analysed. This work show that TCP contributed to congestion in Long-Term Evolution networks
Rework and Reuse Effects in Software Economy
Get PDFSoftware industry supposed to provide software product to their customers at a lower price and right time. Unfortunately, it2019;s true that the industry can2019;t deliver the software at lower a price. Lots of reasons are responsible for this high price of the Software. Such as high wages of stakeholders, the size of software, testing costs, implementation cost and one of the most vital reasons is a rework that increases the cost of software. In this research paper, I focused on rework and reuse, its cos