Global Journal of Computer Science and Technology (GJCST)
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Internet of Things (IoT) for Agriculture growth using Wireless Sensor Networks
Get PDFFarming productions are a necessary employment in industrial and for employment The Internet of Things IoT has the capability to convert the methods we stay in the universal We have additional-effective manufacturing greater associated vehicles and smoother townships a lot of these as flavors of an integrated Internet of Things IoT system Smooth agriculture via the usage of Internet of Things IoT technologies will help agriculturalists to minimize produced wilds and improve efficiency That can come from the amount of compost that has been applied to the wide variability of expeditions the farm automobiles have complete So ingenious undeveloped is essentially a hello-tech device of emerging food this is horizontal and is maintainable for the crowds The use of Information Technology IT and items like sensors self-necessary automobiles automatic hardware operate constructions automation and so forth on this method are key instruments In this paper we have a look at how agriculture fields are profited from Internet of Things constructions We enclosed the detailed Internet of Things IoT Solicitations in Agriculture and the way they re functional This paper provides an indication of the existing condition and future calculations of Internet of Things IoT solicitations in Agricultur
Feasibility Study of Digital Manufacturing Systems Applied for Medium Scale Production
Get PDFPurpose Along the last years the complexity of products has been growing progressively while the product development life-cycle tended to be reduced In addition to that additive manufacturing technologies increased their role in the product development process resulting in reduction of errors and products release time In spite of these benefits the main application of these technologies is still focused on initial phases of projects and results in high costs of parts and low volumes On the other hand although conventional produtivity processes results in low costs and high volumes the investiment related to these processes are high and the implementation time are long For that reason the main goal of this work is to investigate the possibility of application of additive manufacturing technologies for small and medium scale productio
Deep Loving - The Friend of Deep Learning
Get PDFArtificial Intelligence and Deep Learning are good fields of research. Recently, the brother of Artificial Intelligence titled "Artificial Satisfaction" was introduced in literature [10]. In this article, we coin the term 201C;Deep Loving201D;. After the publication of this article, "Deep Loving" will be considered as the friend of Deep Learning. Proposing a new field is different from proposing a new algorithm. In this paper, we strongly focus on defining and introducing "Deep Loving Field" to Research Scientists across the globe. The future of the "Deep Loving" field is predicted by showing few future opportunities in this new field. The definition of Deep Learning is shown followed by a literature review of the "Deep Loving" field. The World's First Deep Loving Algorithm (WFDLA) is designed and implemented in this work by adding Deep Loving concepts to Particle Swarm Optimization Algorithm. Results obtained by WFDLA are compared with the PSO algorithm
Activation Function: Key to Cloning from Human Learning to Deep Learning
Get PDFManeuvering a steady on-road obstacle at high speed involves taking multiple decisions in split seconds. An inaccurate decision may result in crash. One of the key decision that needs to be taken is can the on-road steady obstacle be surpassed. The model learns to clone the drivers behavior of maneuvering a non-surpass-able obstacle and pass through a surpass-able obstacle. No data with labels of 201C;surpass-able201D; and 201C;non-surpass-able201D; was provided during training. We have development an array of test cases to verify the robustness of CNN models used in autonomous driving. Experimenting between activation functions and dropouts the model achieves an accuracy of 87.33% and run time of 4478 seconds with input of only 4881 images (training + testing). The model is trained for limited on-road steady obstacles. This paper provides a unique method to verify the robustness of CNN models for obstacle mitigation in autonomous vehicles
Big Phish Little Phish
Get PDFA cyber-attack is 201C;an attempt to gain illegal access to a computer or computer system for the purpose of causing damage or harm.201D;In the cyber realm there are many ways hackers go about getting personal information in an unauthorized way. In this research project I will be focusing totally on Phishing, how it works, some examples and how we can reduce phishing incidents. Phishing is a cyber security attack that uses email as a weapon. The process of phishing is when the email recipient believes that the message, they are sent is something they want or need. The attackers disguise themselves as a trusted entity of some kind making the recipient feel as if they are conversing with trustworthy person, or a company the victim might do business with. It's one of the oldest types of cyber attacks and it's still one of the most widespread and harmful. In my research I found that the F5 Lab of Artificial Threat Intelligence breaks down phishing into three distinct operations
Performance Comparison of EIGRP, OSPF and RIP Routing Protocols using Cisco Packet Tracer and OPNET Simulator
Get PDFIn this paper, the intention has to create a network configuration that is similar for all routing protocols RIP, OSPF, and EIGRP by which we want to analysis the performance of these protocols using Cisco Packet Tracer and OPNET simulator. We use various protocols for forwarding the packets in a network topology. For successful delivery of the packets from the source node to the accurate destination node, the routers maintain a routing table. The amount of network information stored by a router depends on its algorithm. For the performance measure, we will simulate real-time scenarios of the networks using Cisco Packet Tracer and OPNET simulation tools. We will evaluate the performance of EIGRP, OSPF, and RIP based on of network convergence, Ethernet delay, security, and bandwidth requirement, etc. We will observe that the EIGRP routing protocol has the maximum link utilization followed by OSPF, and RIP routing protocols
On Systems of Systems Engineering: Online Distance Education Systems Key Challenges
Get PDFTechnology development have affected educational delivery around the world. The utilization and implementation of online learning is rising at a staggering manner. Online Distance learning has become an urgent need recently. The use of distance learning has appeared in the past ten years, the learning has been extended by the technology from classrooms in the schools into online learning. Online Learning adopted in various universities, educational institutions and schools worldwide. Recently, with the emergency situations due to the epidemic of COVID -19, and according to the recommendations by World Health Organization for social distance, most of the educational institutions worldwide tend to utilize the online learning instead of traditional learning. Although the online learning has been implemented years ago, still it faces challenges. The author of this research paper aim to explore the key challenges that reported while implementing Online Distance Education System as Systems of Systems. The author then outlines research agenda that identifies 11 research themes that can be considered as a solution for the current Online Distance Education System implementations challenges
Modeling and Simulation of Genome Evolution Using Linear Boolean Functions Associated with One Dimensional Cellular Automata
Get PDFStructural and functional behavior of genomes could be studied using one dimensional binaryvalued three neighborhood cellular automata updating rules These updating rules are linear Boolean functions and they are applied to the adjoint sequences of adenine A Thymine T Guanine G and Cytosine C corresponding to the characteristic sequence of a genome This paper proposes the use of linear Boolean functions and demonstrates the textural or fractal behavior of genome evolution in terms of nucleotide adjoint
IoT Based Sign Language Recognition System
Get PDFSign language is the key communication medium which deaf and mute people use in their day-to-day life Talking to disabled people will cause a difficult situation since a non- mute person cannot understand their hand gestures and in many instances mute people are hearing impaired Same as Sinhala Tamil English or any other language sign language also tend to have differences according to the region This paper is an attempt to assist deaf and mute people to develop an effective communication mechanism with non-mute people The end product of this project is a combination of a mobile application that can translate the sign language into digital voice and IoT enabled light-weighted wearable glove which capable of recognizing twenty-six English alphabet 0-9 numbers and words Better user experience provide with voice-to-text feature in mobile application to reduce the communication gap within mute and non-mute communities Research findings and results from current system visualize the output of the product can be optimized up to 25 -35 with enhanced pattern recognition mechanis
The Media Layers of the OSI (Open Systems Interconnection) Reference Model: A Tutorial
Get PDFThe Media Layers of the open systems interconnection OSI reference model convert bits to packets It is a very important aspect of network communication and consists of various networking protocols At the lowest level the physical layer deals with Media Signal and Binary Transmission of Bits Then there is the Data Link layer which deals with media access control MAC and logical link control LLC Physical Addressing of Frames for example Ethernet Finally there is the Network layer which deals with Path Determination and IP Logical addressing of Packets This article gives a review of these Media Layers and will contribute to adding knowledge for a networking novice while consolidating concepts for an experienced professional or academi