Hello ;
I'm Ali Yadborooghi and I'm trying to express 5 generation wireless technology in this presentation.
I have used the term Technology, Because Technology means of knowledge techniques and this means we used to achieve the technology product or special services, you first need to go to a higher level and to achieve an understanding of the philosophy of knowledge.
after presenting practical concepts and overview on 5G technology, i mention military applications. Because I believe that, when a technology in the operating environment and military have the ability to run properly, it's applicable in other environments.
I hope to be useful.
Best regards;
This document provides an overview of 5G wireless technology presented by Arya M Nair. It discusses the evolution from 1G to 4G technologies and introduces 5G as enabling complete wireless communication with high transmission speeds. The key aspects of 5G that are summarized include how 5G will work using millimeter waves and MIMO technology, the 5G network architecture that allows 4G and 5G to work together, as well as applications and features of 5G such as high connectivity, increased computing power and instantaneous connections enabled by low latency.
The 5th generation wireless technology, abbreviated as 5G, are the proposed next telecommunications standards beyond the current 4G Advanced standards. The Next Generation Mobile Networks Alliance defines the following requirements:
The data rates of tens of megabits per second for tens of thousands of users
Data rates of 100 megabits per second for metropolitan areas
5G is the next generation of wireless technology that will offer speeds 10 times faster than 4G, reaching up to 1 Gbps. 5G will allow for complete wireless communication with almost no limitations. It will utilize technologies like mmWave, MIMO, and small cells to provide higher bandwidth and more reliable connections than previous standards. 5G aims to offer lower latency, higher speeds, and more capacity to enable new applications across industries.
This document summarizes a seminar presented by Ved Prakash on 5G technology. It discusses the evolution from 1G to 5G mobile networks, with increasing transmission speeds and capabilities. 5G is expected to offer speeds up to 1 Gbps, make wireless communication almost limitless with technologies like carrier aggregation and small cells, and support applications like wearable devices and media-independent handovers. 5G aims to provide a globally accessible, high-performance wireless network at lower costs than previous generations.
5G mobile technology aims to provide faster download speeds, lower latency, and more bandwidth than previous generations. It is expected to be fully implemented by 2020. 5G will offer super fast and efficient mobile networks through bidirectional large bandwidth and connectivity anywhere in the world. Download and upload speeds may reach 3.77 Gbps. Applications of 5G include mobile devices that can sense natural disasters, self-cleaning phones, and health monitoring through suggested medications. 5G networks will utilize unified IP and seamless combinations of technologies to dynamically access information through various connected devices.
Hello ;
I'm Ali Yadborooghi and I'm trying to express 5 generation wireless technology in this presentation.
I have used the term Technology, Because Technology means of knowledge techniques and this means we used to achieve the technology product or special services, you first need to go to a higher level and to achieve an understanding of the philosophy of knowledge.
after presenting practical concepts and overview on 5G technology, i mention military applications. Because I believe that, when a technology in the operating environment and military have the ability to run properly, it's applicable in other environments.
I hope to be useful.
Best regards;
This document provides an overview of 5G wireless technology presented by Arya M Nair. It discusses the evolution from 1G to 4G technologies and introduces 5G as enabling complete wireless communication with high transmission speeds. The key aspects of 5G that are summarized include how 5G will work using millimeter waves and MIMO technology, the 5G network architecture that allows 4G and 5G to work together, as well as applications and features of 5G such as high connectivity, increased computing power and instantaneous connections enabled by low latency.
The 5th generation wireless technology, abbreviated as 5G, are the proposed next telecommunications standards beyond the current 4G Advanced standards. The Next Generation Mobile Networks Alliance defines the following requirements:
The data rates of tens of megabits per second for tens of thousands of users
Data rates of 100 megabits per second for metropolitan areas
5G is the next generation of wireless technology that will offer speeds 10 times faster than 4G, reaching up to 1 Gbps. 5G will allow for complete wireless communication with almost no limitations. It will utilize technologies like mmWave, MIMO, and small cells to provide higher bandwidth and more reliable connections than previous standards. 5G aims to offer lower latency, higher speeds, and more capacity to enable new applications across industries.
This document summarizes a seminar presented by Ved Prakash on 5G technology. It discusses the evolution from 1G to 5G mobile networks, with increasing transmission speeds and capabilities. 5G is expected to offer speeds up to 1 Gbps, make wireless communication almost limitless with technologies like carrier aggregation and small cells, and support applications like wearable devices and media-independent handovers. 5G aims to provide a globally accessible, high-performance wireless network at lower costs than previous generations.
5G mobile technology aims to provide faster download speeds, lower latency, and more bandwidth than previous generations. It is expected to be fully implemented by 2020. 5G will offer super fast and efficient mobile networks through bidirectional large bandwidth and connectivity anywhere in the world. Download and upload speeds may reach 3.77 Gbps. Applications of 5G include mobile devices that can sense natural disasters, self-cleaning phones, and health monitoring through suggested medications. 5G networks will utilize unified IP and seamless combinations of technologies to dynamically access information through various connected devices.
This document provides an overview of 4G wireless technology. It discusses the objectives of 4G including supporting multimedia messaging, wireless broadband, video chat, mobile TV, and digital video broadcasting. 4G aims to provide voice, data and multimedia services anytime, anywhere with higher data rates than previous generations. It is an all-IP based network that supports interactive multimedia services at speeds up to 100Mbps for mobile users and 1Gbps for stationary users. The document outlines the key features and advantages of 4G, as well as examples of companies developing 4G networks and applications where 4G can be used.
The document discusses the evolution of wireless technologies from 1G to 5G. It describes the key features and limitations of each generation including speed increases over time from 10 kbps for 1G to 1 GB for 4G. 5G is expected to offer speeds up to 10 Gbps. The need for 5G is driven by more users and the demand for faster data transmission for applications like streaming high definition content. However, 5G also faces challenges in terms of high costs, security concerns, and potential health effects that still need to be addressed.
The document discusses the evolution of wireless technologies from 1G to 5G. It provides details on the key characteristics of each generation including speed increases over time from kilobits per second to gigabits per second. 5G is described as providing complete wireless communication with almost no limitations through very high transmission speeds. Example applications of 5G that are discussed include smart homes, healthcare, autonomous vehicles and more through its ability to support high bandwidth, low latency connections.
New carrier technique for 5G mobile communicationmohamed naeem
in that slide , i have presented the evolution of mobile technology as an introduction , presenting the mobile generations and it's relation to the radio spectrum, also i have focused on the concept of new carrier types and how it will work in the 5th generation.
5G is the 5th generation of wireless technology that will offer terabit data bandwidth and connectivity speeds up to 1 terabits per second (Tbps). It will provide globally accessible, high-speed connectivity between devices and people. 5G aims to support heterogeneous services and facilitate tools for quick subscriber supervision. It is expected to launch in 2020 and give tough competition to computers and laptops at an affordable cost with more reliability than previous generations of wireless technology.
5G technology will offer unprecedented wireless capabilities including transmission speeds over 1 Gbps, high connectivity, and more features on handheld devices. It represents the next major phase in cellular technology beyond 4G. 5G is expected to be 10 times faster than 4G and will allow for applications like wireless virtual reality. It uses a new open wireless architecture and will provide globally accessible dynamic information to users at lower costs than previous generations of cellular standards.
This document provides an overview of 5G technology, including its objectives and architecture. 5G is expected to offer data rates over 1 Gbps, support for high capacity and numbers of connections, and new capabilities like integrated access across cell towers and WiFi. It will require integration across standards and a common infrastructure platform. Challenges include integrating various standards and ensuring high redundancy across the core network. 5G networks are expected to launch around 2020 and enable new applications requiring high bandwidth and low latency.
The document summarizes the evolution of mobile network generations from 1G to 5G. It discusses the key features and technologies of each generation including their introduction year, speed, and services. 5G is presented as the next major phase that will provide faster speeds up to 64Gbps to support technologies like wireless world wide web. It aims to be released in 2020 and introduce applications like artificial intelligence for environmental monitoring and self-cleaning, self-charging devices using nanotechnology. The document concludes that 5G will be the best mobile technology for data transfer, communication, education and more.
The document discusses the evolution of wireless technologies from 1G to 5G. It describes the key concepts and architecture of 5G, including its hardware, software, and features. 5G is expected to offer speeds up to 1 Gbps, make wireless communication almost limitless, and enable new applications through its high connectivity and capabilities. It concludes that 5G will be more user-centric and available at lower costs than previous generations of wireless technology.
The document is a slide presentation about 5G technology. It provides an introduction to 5G, describing it as the next generation of mobile broadband technology that will have data speeds several hundred times faster than 4G. The presentation covers the evolution of mobile networks from 1G to 5G, comparing their key features. It describes the expected 5G experience of ultra-fast downloading and streaming. Additionally, it discusses 5G architecture, hardware, software, advantages and applications.
5G technology will be the next major phase of mobile telecommunications, providing speeds 10 times faster than current 4G networks. It will use technologies like ultra wide band networks and smart antennas to achieve speeds up to 1 Gbps. 5G will have a unified software standard to connect various wireless technologies and be more globally accessible at lower cost than previous versions. It is expected to revolutionize wireless systems and be commercially available around 2020.
5G technology is the next generation of wireless networks that will provide faster connectivity speeds up to 1Gbps. It will evolve from 4G networks to accommodate new applications through features like flexible bandwidth and higher system spectral efficiency. 5G aims to support real-time connectivity worldwide with applications in areas like telemedicine, online gaming, education and environmental monitoring.
5G refers to the fifth generation of wireless networks that started developing in the late 2010s. It provides a completely wireless network without limitations and strongly supports the wireless world wide web. Some key advantages of 5G include faster data transmission speeds than previous generations, the ability to broadcast large amounts of data in gigabits per second, and clearer multimedia capabilities like high-definition television and video streaming. 5G aims to deliver a totally safe and secure wireless access system for users compared to earlier technologies.
This document discusses 5G wireless technology, providing an overview of its evolution from 1G to 5G networks. 5G is expected to offer transmission speeds up to 1 Gbps, making it 10 times more capable than 4G. The key concepts of 5G include building a unified global standard for seamless connectivity across devices. The 5G architecture is designed as an open platform across different layers, from the physical layer up to the application layer. 5G will enable many new applications through its high-speed, low-latency connectivity.
5G is the fifth generation of wireless technology that will provide faster speeds and higher bandwidth than previous generations. It uses high-frequency millimeter waves that have shorter range but higher capacity than current 4G LTE networks. 5G will transmit data using many small cell stations located close together rather than large cell towers. It is expected to generate new applications and business opportunities but developing the infrastructure will be costly and there are still privacy and security issues to address.
5G is the 5th generation mobile network technology that offers higher bandwidth and faster data transfer speeds than previous generations. It uses technologies like CDMA and BDMA that enable speeds greater than 100Mbps for full mobility and over 1Gbps for low mobility. The key advantages of 5G include providing users with more features, efficiency and the ability to easily connect devices like laptops and tablets for broadband access. 5G aims to offer services like high resolution video for mobile users as well as high quality of service.
This document summarizes the evolution of wireless technologies from 1G to 5G. It discusses the key features and limitations of each generation including speed increases from kilobits per second in 1G to gigabits per second in 5G. The presentation also compares technologies such as 3G versus 4G and provides examples of wireless applications and services that each new generation has enabled. The conclusion is that 5G will provide the next wireless solution to meet increasing demands for speed, capacity and reliability.
The document discusses the reflex klystron, a single cavity microwave oscillator. It consists of an electron gun, a cavity with grids, and a repeller plate. Electrons emitted from the cathode are accelerated through the cavity, undergo velocity modulation, and are repelled back through the cavity. This produces electron bunching and microwave oscillations. Applications include radar receivers, local oscillators, signal sources, and parametric amplifiers.
Goetechnical lab tests, atterberg limits tests Kamal Bhagat
The document discusses various methods used to characterize soils, including Atterberg limits, Proctor compaction testing, and field density testing.
The Atterberg limits—liquid limit, plastic limit, and shrinkage limit—describe the critical water content ranges where a fine-grained soil transitions between solid, semi-solid, plastic, and liquid states.
Proctor compaction testing involves compacting soil samples at different moisture contents to determine the optimum moisture content and maximum dry density for compaction.
Field density testing uses core cutter and sand replacement methods to directly measure the dry density of compacted soils in construction projects like embankments, highways, and railways.
This document provides an overview of 4G wireless technology. It discusses the objectives of 4G including supporting multimedia messaging, wireless broadband, video chat, mobile TV, and digital video broadcasting. 4G aims to provide voice, data and multimedia services anytime, anywhere with higher data rates than previous generations. It is an all-IP based network that supports interactive multimedia services at speeds up to 100Mbps for mobile users and 1Gbps for stationary users. The document outlines the key features and advantages of 4G, as well as examples of companies developing 4G networks and applications where 4G can be used.
The document discusses the evolution of wireless technologies from 1G to 5G. It describes the key features and limitations of each generation including speed increases over time from 10 kbps for 1G to 1 GB for 4G. 5G is expected to offer speeds up to 10 Gbps. The need for 5G is driven by more users and the demand for faster data transmission for applications like streaming high definition content. However, 5G also faces challenges in terms of high costs, security concerns, and potential health effects that still need to be addressed.
The document discusses the evolution of wireless technologies from 1G to 5G. It provides details on the key characteristics of each generation including speed increases over time from kilobits per second to gigabits per second. 5G is described as providing complete wireless communication with almost no limitations through very high transmission speeds. Example applications of 5G that are discussed include smart homes, healthcare, autonomous vehicles and more through its ability to support high bandwidth, low latency connections.
New carrier technique for 5G mobile communicationmohamed naeem
in that slide , i have presented the evolution of mobile technology as an introduction , presenting the mobile generations and it's relation to the radio spectrum, also i have focused on the concept of new carrier types and how it will work in the 5th generation.
5G is the 5th generation of wireless technology that will offer terabit data bandwidth and connectivity speeds up to 1 terabits per second (Tbps). It will provide globally accessible, high-speed connectivity between devices and people. 5G aims to support heterogeneous services and facilitate tools for quick subscriber supervision. It is expected to launch in 2020 and give tough competition to computers and laptops at an affordable cost with more reliability than previous generations of wireless technology.
5G technology will offer unprecedented wireless capabilities including transmission speeds over 1 Gbps, high connectivity, and more features on handheld devices. It represents the next major phase in cellular technology beyond 4G. 5G is expected to be 10 times faster than 4G and will allow for applications like wireless virtual reality. It uses a new open wireless architecture and will provide globally accessible dynamic information to users at lower costs than previous generations of cellular standards.
This document provides an overview of 5G technology, including its objectives and architecture. 5G is expected to offer data rates over 1 Gbps, support for high capacity and numbers of connections, and new capabilities like integrated access across cell towers and WiFi. It will require integration across standards and a common infrastructure platform. Challenges include integrating various standards and ensuring high redundancy across the core network. 5G networks are expected to launch around 2020 and enable new applications requiring high bandwidth and low latency.
The document summarizes the evolution of mobile network generations from 1G to 5G. It discusses the key features and technologies of each generation including their introduction year, speed, and services. 5G is presented as the next major phase that will provide faster speeds up to 64Gbps to support technologies like wireless world wide web. It aims to be released in 2020 and introduce applications like artificial intelligence for environmental monitoring and self-cleaning, self-charging devices using nanotechnology. The document concludes that 5G will be the best mobile technology for data transfer, communication, education and more.
The document discusses the evolution of wireless technologies from 1G to 5G. It describes the key concepts and architecture of 5G, including its hardware, software, and features. 5G is expected to offer speeds up to 1 Gbps, make wireless communication almost limitless, and enable new applications through its high connectivity and capabilities. It concludes that 5G will be more user-centric and available at lower costs than previous generations of wireless technology.
The document is a slide presentation about 5G technology. It provides an introduction to 5G, describing it as the next generation of mobile broadband technology that will have data speeds several hundred times faster than 4G. The presentation covers the evolution of mobile networks from 1G to 5G, comparing their key features. It describes the expected 5G experience of ultra-fast downloading and streaming. Additionally, it discusses 5G architecture, hardware, software, advantages and applications.
5G technology will be the next major phase of mobile telecommunications, providing speeds 10 times faster than current 4G networks. It will use technologies like ultra wide band networks and smart antennas to achieve speeds up to 1 Gbps. 5G will have a unified software standard to connect various wireless technologies and be more globally accessible at lower cost than previous versions. It is expected to revolutionize wireless systems and be commercially available around 2020.
5G technology is the next generation of wireless networks that will provide faster connectivity speeds up to 1Gbps. It will evolve from 4G networks to accommodate new applications through features like flexible bandwidth and higher system spectral efficiency. 5G aims to support real-time connectivity worldwide with applications in areas like telemedicine, online gaming, education and environmental monitoring.
5G refers to the fifth generation of wireless networks that started developing in the late 2010s. It provides a completely wireless network without limitations and strongly supports the wireless world wide web. Some key advantages of 5G include faster data transmission speeds than previous generations, the ability to broadcast large amounts of data in gigabits per second, and clearer multimedia capabilities like high-definition television and video streaming. 5G aims to deliver a totally safe and secure wireless access system for users compared to earlier technologies.
This document discusses 5G wireless technology, providing an overview of its evolution from 1G to 5G networks. 5G is expected to offer transmission speeds up to 1 Gbps, making it 10 times more capable than 4G. The key concepts of 5G include building a unified global standard for seamless connectivity across devices. The 5G architecture is designed as an open platform across different layers, from the physical layer up to the application layer. 5G will enable many new applications through its high-speed, low-latency connectivity.
5G is the fifth generation of wireless technology that will provide faster speeds and higher bandwidth than previous generations. It uses high-frequency millimeter waves that have shorter range but higher capacity than current 4G LTE networks. 5G will transmit data using many small cell stations located close together rather than large cell towers. It is expected to generate new applications and business opportunities but developing the infrastructure will be costly and there are still privacy and security issues to address.
5G is the 5th generation mobile network technology that offers higher bandwidth and faster data transfer speeds than previous generations. It uses technologies like CDMA and BDMA that enable speeds greater than 100Mbps for full mobility and over 1Gbps for low mobility. The key advantages of 5G include providing users with more features, efficiency and the ability to easily connect devices like laptops and tablets for broadband access. 5G aims to offer services like high resolution video for mobile users as well as high quality of service.
This document summarizes the evolution of wireless technologies from 1G to 5G. It discusses the key features and limitations of each generation including speed increases from kilobits per second in 1G to gigabits per second in 5G. The presentation also compares technologies such as 3G versus 4G and provides examples of wireless applications and services that each new generation has enabled. The conclusion is that 5G will provide the next wireless solution to meet increasing demands for speed, capacity and reliability.
The document discusses the reflex klystron, a single cavity microwave oscillator. It consists of an electron gun, a cavity with grids, and a repeller plate. Electrons emitted from the cathode are accelerated through the cavity, undergo velocity modulation, and are repelled back through the cavity. This produces electron bunching and microwave oscillations. Applications include radar receivers, local oscillators, signal sources, and parametric amplifiers.
Goetechnical lab tests, atterberg limits tests Kamal Bhagat
The document discusses various methods used to characterize soils, including Atterberg limits, Proctor compaction testing, and field density testing.
The Atterberg limits—liquid limit, plastic limit, and shrinkage limit—describe the critical water content ranges where a fine-grained soil transitions between solid, semi-solid, plastic, and liquid states.
Proctor compaction testing involves compacting soil samples at different moisture contents to determine the optimum moisture content and maximum dry density for compaction.
Field density testing uses core cutter and sand replacement methods to directly measure the dry density of compacted soils in construction projects like embankments, highways, and railways.
GPRS and EDGE are 2.5G mobile technologies that were developed between 2G and 3G networks. GPRS allows packet-switched data transmission over existing 2G infrastructure using GPRS Support Nodes, including SGSN which routes packets and GGSN which provides a gateway to external networks. EDGE provides increased data rates over GPRS through modulation improvements, acting as a stepping stone to 3G networks. Both GPRS and EDGE enabled more advanced data services than previous 2G technologies.
Gsm network architecture, GSM overview , what is 2G ???Kamal Bhagat
GSM is a digital cellular network standard that was developed in 1982. It has a three-layer architecture consisting of the mobile station, the base station subsystem, and the network switching subsystem. GSM provides telecommunication services as well as data services and supplementary services. Some advantages of GSM include better speech quality, support for data transmission, and international roaming. However, GSM also has some disadvantages such as potential security issues and less efficient use of spectrum compared to newer technologies.
electromagnetic pollution , causes of emf pollution , what creates emf pollution , affect of emf pollution , causes and health effects , how to avoid emf pollution
Sensors & applications , commenly used sensorsKamal Bhagat
sensors and its applications , overview of sensors , sensors in smartphone , mems technology , sensors with applications , mems world , common use of ir sensor
Sonet transmission of data , sonet communication , optical communication , data communication and networking , synchronous optical network , data communication ....
Sensors in smartphones ( MEMS technology) Kamal Bhagat
sensors , sensors and actuators , mems sensors , new era of sensors , smartphone sensors , IR based sensor , Accelerometer , gyroscope sensor basics , world of sensors
AI for Legal Research with applications, toolsmahaffeycheryld
AI applications in legal research include rapid document analysis, case law review, and statute interpretation. AI-powered tools can sift through vast legal databases to find relevant precedents and citations, enhancing research accuracy and speed. They assist in legal writing by drafting and proofreading documents. Predictive analytics help foresee case outcomes based on historical data, aiding in strategic decision-making. AI also automates routine tasks like contract review and due diligence, freeing up lawyers to focus on complex legal issues. These applications make legal research more efficient, cost-effective, and accessible.
Rainfall intensity duration frequency curve statistical analysis and modeling...bijceesjournal
Using data from 41 years in Patna’ India’ the study’s goal is to analyze the trends of how often it rains on a weekly, seasonal, and annual basis (1981−2020). First, utilizing the intensity-duration-frequency (IDF) curve and the relationship by statistically analyzing rainfall’ the historical rainfall data set for Patna’ India’ during a 41 year period (1981−2020), was evaluated for its quality. Changes in the hydrologic cycle as a result of increased greenhouse gas emissions are expected to induce variations in the intensity, length, and frequency of precipitation events. One strategy to lessen vulnerability is to quantify probable changes and adapt to them. Techniques such as log-normal, normal, and Gumbel are used (EV-I). Distributions were created with durations of 1, 2, 3, 6, and 24 h and return times of 2, 5, 10, 25, and 100 years. There were also mathematical correlations discovered between rainfall and recurrence interval.
Findings: Based on findings, the Gumbel approach produced the highest intensity values, whereas the other approaches produced values that were close to each other. The data indicates that 461.9 mm of rain fell during the monsoon season’s 301st week. However, it was found that the 29th week had the greatest average rainfall, 92.6 mm. With 952.6 mm on average, the monsoon season saw the highest rainfall. Calculations revealed that the yearly rainfall averaged 1171.1 mm. Using Weibull’s method, the study was subsequently expanded to examine rainfall distribution at different recurrence intervals of 2, 5, 10, and 25 years. Rainfall and recurrence interval mathematical correlations were also developed. Further regression analysis revealed that short wave irrigation, wind direction, wind speed, pressure, relative humidity, and temperature all had a substantial influence on rainfall.
Originality and value: The results of the rainfall IDF curves can provide useful information to policymakers in making appropriate decisions in managing and minimizing floods in the study area.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Digital Twins Computer Networking Paper Presentation.pptxaryanpankaj78
A Digital Twin in computer networking is a virtual representation of a physical network, used to simulate, analyze, and optimize network performance and reliability. It leverages real-time data to enhance network management, predict issues, and improve decision-making processes.
Build the Next Generation of Apps with the Einstein 1 Platform.
Rejoignez Philippe Ozil pour une session de workshops qui vous guidera à travers les détails de la plateforme Einstein 1, l'importance des données pour la création d'applications d'intelligence artificielle et les différents outils et technologies que Salesforce propose pour vous apporter tous les bénéfices de l'IA.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Software Engineering and Project Management - Introduction, Modeling Concepts...Prakhyath Rai
Introduction, Modeling Concepts and Class Modeling: What is Object orientation? What is OO development? OO Themes; Evidence for usefulness of OO development; OO modeling history. Modeling
as Design technique: Modeling, abstraction, The Three models. Class Modeling: Object and Class Concept, Link and associations concepts, Generalization and Inheritance, A sample class model, Navigation of class models, and UML diagrams
Building the Analysis Models: Requirement Analysis, Analysis Model Approaches, Data modeling Concepts, Object Oriented Analysis, Scenario-Based Modeling, Flow-Oriented Modeling, class Based Modeling, Creating a Behavioral Model.
Software Engineering and Project Management - Software Testing + Agile Method...Prakhyath Rai
Software Testing: A Strategic Approach to Software Testing, Strategic Issues, Test Strategies for Conventional Software, Test Strategies for Object -Oriented Software, Validation Testing, System Testing, The Art of Debugging.
Agile Methodology: Before Agile – Waterfall, Agile Development.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
DEEP LEARNING FOR SMART GRID INTRUSION DETECTION: A HYBRID CNN-LSTM-BASED MODELijaia
As digital technology becomes more deeply embedded in power systems, protecting the communication
networks of Smart Grids (SG) has emerged as a critical concern. Distributed Network Protocol 3 (DNP3)
represents a multi-tiered application layer protocol extensively utilized in Supervisory Control and Data
Acquisition (SCADA)-based smart grids to facilitate real-time data gathering and control functionalities.
Robust Intrusion Detection Systems (IDS) are necessary for early threat detection and mitigation because
of the interconnection of these networks, which makes them vulnerable to a variety of cyberattacks. To
solve this issue, this paper develops a hybrid Deep Learning (DL) model specifically designed for intrusion
detection in smart grids. The proposed approach is a combination of the Convolutional Neural Network
(CNN) and the Long-Short-Term Memory algorithms (LSTM). We employed a recent intrusion detection
dataset (DNP3), which focuses on unauthorized commands and Denial of Service (DoS) cyberattacks, to
train and test our model. The results of our experiments show that our CNN-LSTM method is much better
at finding smart grid intrusions than other deep learning algorithms used for classification. In addition,
our proposed approach improves accuracy, precision, recall, and F1 score, achieving a high detection
accuracy rate of 99.50%.
Use PyCharm for remote debugging of WSL on a Windo cf5c162d672e4e58b4dde5d797...shadow0702a
This document serves as a comprehensive step-by-step guide on how to effectively use PyCharm for remote debugging of the Windows Subsystem for Linux (WSL) on a local Windows machine. It meticulously outlines several critical steps in the process, starting with the crucial task of enabling permissions, followed by the installation and configuration of WSL.
The guide then proceeds to explain how to set up the SSH service within the WSL environment, an integral part of the process. Alongside this, it also provides detailed instructions on how to modify the inbound rules of the Windows firewall to facilitate the process, ensuring that there are no connectivity issues that could potentially hinder the debugging process.
The document further emphasizes on the importance of checking the connection between the Windows and WSL environments, providing instructions on how to ensure that the connection is optimal and ready for remote debugging.
It also offers an in-depth guide on how to configure the WSL interpreter and files within the PyCharm environment. This is essential for ensuring that the debugging process is set up correctly and that the program can be run effectively within the WSL terminal.
Additionally, the document provides guidance on how to set up breakpoints for debugging, a fundamental aspect of the debugging process which allows the developer to stop the execution of their code at certain points and inspect their program at those stages.
Finally, the document concludes by providing a link to a reference blog. This blog offers additional information and guidance on configuring the remote Python interpreter in PyCharm, providing the reader with a well-rounded understanding of the process.
VARIABLE FREQUENCY DRIVE. VFDs are widely used in industrial applications for...PIMR BHOPAL
Variable frequency drive .A Variable Frequency Drive (VFD) is an electronic device used to control the speed and torque of an electric motor by varying the frequency and voltage of its power supply. VFDs are widely used in industrial applications for motor control, providing significant energy savings and precise motor operation.
2. It will make unified global standard for all
Network availability will be everywhere
Practically possible to avail the super speed i.e. 1 to 10 Gbps
3. Online streaming 4k content
Education will become easier
Concept of smart cities
4. Healthcare and mission critical applications
Autonomous Driving