This document provides an overview of orthogonal frequency division multiplexing (OFDM) and multiple-input multiple-output (MIMO) systems. It discusses the basic principles of OFDM, including signal representation and pulse shaping. It also compares single-carrier and multi-carrier modulation schemes. The document then describes the long-term evolution (LTE) architecture, including components like the eNodeB base station and the evolved packet core. It explains voice over LTE (VoLTE) technology and time-division duplexing used in TD-LTE systems.
Throughput Performance Analysis VOIP over LTEiosrjce
IOSR Journal of Electronics and Communication Engineering(IOSR-JECE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of electronics and communication engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in electronics and communication engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Performance Analysis of MIMO-LTE for MQAM over Fading ChannelsIOSRJECE
LTE (Long Term Evolution) is a 3GPP (Third Generation Partnership Project) wireless standards which uses the standard OFDMA (Orthogonal Frequency Division Multiple Access) modulation, MU-MIMO (Multiuser Multiple Input Multiple Output) technology and different multipath fading models. LTE uses the spectrum more efficiently to deliver high speed data. This paper characterizes the downlink performance of LTE. The MIMO technology which provides high data rate applications to the users made a breakthrough in wireless communication and is defined in the LTE standard. The performance is characterized in terms of BER (Bit Error Rate). In this paper the LTE system is modelled and simulated using MATLAB and the BER for 2×2 and 4×4 MIMO-LTE using 16QAM and 64QAM modulation schemes for Rayleigh fading environment are obtained against different SNR values.
Ghhh hi nahi hai to me bhi hai to me bhi hai to me bhi hai to me bhi hai to me bhi hai to me bhi thik n i a good idea to me in my name is Sam ko bhi nahi to kya kar Raha ho kya baat kya kar Raha h or not sapre for the roots the sum temp 10 j n a b b e r and c j i 1 j i 1 j t ptr i rammmk the value of the value of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of r i 1 void the value of the value one by 2 result of the day 7yu7u9 the value of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of divisors the sum sum rev rem 10 j i n a i 1 void addc1 a good time in. Black girl of divisors are not sapre of r i j n a b and equal in dignity and c j i 1 void the check in my name is the day of divisors the day of r c 2 a b c d e f g h I j k l m a good day of the year ree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you o
Throughput Performance Analysis VOIP over LTEiosrjce
IOSR Journal of Electronics and Communication Engineering(IOSR-JECE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of electronics and communication engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in electronics and communication engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Performance Analysis of MIMO-LTE for MQAM over Fading ChannelsIOSRJECE
LTE (Long Term Evolution) is a 3GPP (Third Generation Partnership Project) wireless standards which uses the standard OFDMA (Orthogonal Frequency Division Multiple Access) modulation, MU-MIMO (Multiuser Multiple Input Multiple Output) technology and different multipath fading models. LTE uses the spectrum more efficiently to deliver high speed data. This paper characterizes the downlink performance of LTE. The MIMO technology which provides high data rate applications to the users made a breakthrough in wireless communication and is defined in the LTE standard. The performance is characterized in terms of BER (Bit Error Rate). In this paper the LTE system is modelled and simulated using MATLAB and the BER for 2×2 and 4×4 MIMO-LTE using 16QAM and 64QAM modulation schemes for Rayleigh fading environment are obtained against different SNR values.
Ghhh hi nahi hai to me bhi hai to me bhi hai to me bhi hai to me bhi hai to me bhi hai to me bhi thik n i a good idea to me in my name is Sam ko bhi nahi to kya kar Raha ho kya baat kya kar Raha h or not sapre for the roots the sum temp 10 j n a b b e r and c j i 1 j i 1 j t ptr i rammmk the value of the value of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of r i 1 void the value of the value one by 2 result of the day 7yu7u9 the value of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of the day of divisors the sum sum rev rem 10 j i n a i 1 void addc1 a good time in. Black girl of divisors are not sapre of r i j n a b and equal in dignity and c j i 1 void the check in my name is the day of divisors the day of r c 2 a b c d e f g h I j k l m a good day of the year ree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you on a remote island where you are pit against 49 other players, all seeking survival. Players freely choose their starting point with their parachute, and aim to stay in the safe zone for as long as possible.
https://m.imdb.com › title › plotsum...
Plot Summary - Free Fire (Videoree Fire is the ultimate survival shooter game available on mobile. Each 10-minute game places you o
EFFECTS OF FILTERS ON THE PERFORMANCE OF DVB-T RECEIVERijwmn
Digital Video Broadcasting-Terrestrial (DVB-T) is an international standard for digital television
services. Orthogonal Frequency Division Multiplexing (OFDM) is the core of this technology. OFDM
based system like DVB-T can handle multipath fading and hence it can minimize Inter Symbol
Interference (ISI). DVB-T has some limitations too namely large dynamic range of the signals and
sensitivity to frequency error. In order to overcome these limitations DVB-T receivers should be optimally
designed. In this paper we address the issues related to optimal DVB-T receiver design. There of several
signal processing units in a DVB-T receiver. A low-pass filter is one of them. In this paper, we consider
some classic filters namely Butterworth, Chebyshev, and elliptic in the DVB-T receiver. The effects of
different filters on the performances of DVB-T receiver have been investigated and compared in this
paper under AWGN channel condition
This tutorial has been designed for audiences with a need to understand the LTE technology basics in very simple terms. This tutorial will give you enough understanding on LTE technology from where you can take yourself at higher level of expertise.
This is work done by MURTADHA ALI NSAIF SHUKUR student at MMU Mullana, Ambala, Haryana, India. With the help my teacher ( Dr.H.P.Sinha HOD (ECE) ) thank for Dr. H.P. sinha and all my teachers for help me. thank you
Video steaming Throughput Performance Analysis over LTEiosrjce
IOSR Journal of Electronics and Communication Engineering(IOSR-JECE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of electronics and communication engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in electronics and communication engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Simulation of LTE-TDD in the HAPS channel IJECEIAES
LTE stands for Long Term Evolution. This technology enhances the data rate and capacity using a new radio interface and an optimized core network. This progress was done to satisfy standards defined for the fourth generation of cellular communications in ITU. LTE has two types of transmission: Frequency Division Duplex (FDD) and Time Division Duplex (TDD). Nowadays, LTE-TDD rapidly Grows and takes place of old fixed cellular communications, like WiMAX. Another upcoming technology in the communication industry is High Amplitude Platform Stations (HAPS). Studying the capability of HAPS as a base station for LTE-TDD is the main purpose of this paper. Simulations have done using HAPS channel and compared to Stanford University Interim (SUI) standard channels for different scenarios. Results were compared to achieve a conclusion on HAPS implementation for LTE-TDD based on BER and data throughput.
Team D1Team D Modulation ApplicationsMay1, 2015.docxmattinsonjanel
Team D 1
Team D Modulation Applications
May1, 2015
Aslam Modak
NTC/362
Modulation Applications
There are several variances between analog and digital transmission technologies and it is crucial to comprehend how conversions between the two technologies occur. An analog signal is describe as being constantly variable along amplitudes and frequencies. On the other hand, digital transmissions is very different from its analog transmissions. One difference is the signal is considerable simpler. Rather than being constantly a variable wave form, it is a series of separate pulses that represent one and zeros. As for example, each computer utilizes a coding scheme that outlines what arrangement of ones and zeros create all characters in a character set, which includes upper and lower case letters, special characters, and keyboard control functions (Goleniewski, 2015). Furthermore, there are many technologies covert the two signals on both directions, meaning analog-to-digital and digital-to-analog. This is the case of a two converters DAC and ADC technologies. An ADC is the device that coverts or transforms a continuous physical quantity (voltage) to a digital number that presents the quantity’s amplitude. ADCs covers digital data into an analog signal such as a current or voltage. These converters are found on most electronic devices that plug to the electric outlet. They are microchips integrated on the circuit board of the electronic device.
There are several types of modulation applications. These applications are amplitude, frequency, phase and QAM modulation. They all serve different but important purposes. Along with these purposes there are also advantages and disadvantages.
Amplitude modulation (AM) is used in a variety of applications. Although use of the modulation is not relied upon currently as it was used in the past, you can still find it in its basic form. When an AM modulated signal is created, the amplitude of the signal is varied in line with the variations in intensity of the sound wave. AM is the most straightforward way of modulating a signal. Some of the advantages are, it is simple to implement, an AM signal is efficient in terms of its power usage, and it can be demodulated using a circuit consisting of a very few components. Disadvantages are AM signals are prone to high levels of noise because most noise is amplitude based and AM detectors are sensitive to it.
Frequency Modulation (FM) is used in a wide variety or radio communication applications from broadcasting, two way radio communications links, and mobile radio communications. It possesses many advantages over AM. For example, it is resilient to noise. FM that has been utilized by the broadcasting industry is the reduction in noise. FM Does not require linear amplifiers in the transmitter. Disadvantages are it requires more complicated demodulator. Some other modes have higher data spectral efficiency.
Phase Modulation (PM) is a form of modulati ...
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
EFFECTS OF FILTERS ON THE PERFORMANCE OF DVB-T RECEIVERijwmn
Digital Video Broadcasting-Terrestrial (DVB-T) is an international standard for digital television
services. Orthogonal Frequency Division Multiplexing (OFDM) is the core of this technology. OFDM
based system like DVB-T can handle multipath fading and hence it can minimize Inter Symbol
Interference (ISI). DVB-T has some limitations too namely large dynamic range of the signals and
sensitivity to frequency error. In order to overcome these limitations DVB-T receivers should be optimally
designed. In this paper we address the issues related to optimal DVB-T receiver design. There of several
signal processing units in a DVB-T receiver. A low-pass filter is one of them. In this paper, we consider
some classic filters namely Butterworth, Chebyshev, and elliptic in the DVB-T receiver. The effects of
different filters on the performances of DVB-T receiver have been investigated and compared in this
paper under AWGN channel condition
This tutorial has been designed for audiences with a need to understand the LTE technology basics in very simple terms. This tutorial will give you enough understanding on LTE technology from where you can take yourself at higher level of expertise.
This is work done by MURTADHA ALI NSAIF SHUKUR student at MMU Mullana, Ambala, Haryana, India. With the help my teacher ( Dr.H.P.Sinha HOD (ECE) ) thank for Dr. H.P. sinha and all my teachers for help me. thank you
Video steaming Throughput Performance Analysis over LTEiosrjce
IOSR Journal of Electronics and Communication Engineering(IOSR-JECE) is a double blind peer reviewed International Journal that provides rapid publication (within a month) of articles in all areas of electronics and communication engineering and its applications. The journal welcomes publications of high quality papers on theoretical developments and practical applications in electronics and communication engineering. Original research papers, state-of-the-art reviews, and high quality technical notes are invited for publications.
Simulation of LTE-TDD in the HAPS channel IJECEIAES
LTE stands for Long Term Evolution. This technology enhances the data rate and capacity using a new radio interface and an optimized core network. This progress was done to satisfy standards defined for the fourth generation of cellular communications in ITU. LTE has two types of transmission: Frequency Division Duplex (FDD) and Time Division Duplex (TDD). Nowadays, LTE-TDD rapidly Grows and takes place of old fixed cellular communications, like WiMAX. Another upcoming technology in the communication industry is High Amplitude Platform Stations (HAPS). Studying the capability of HAPS as a base station for LTE-TDD is the main purpose of this paper. Simulations have done using HAPS channel and compared to Stanford University Interim (SUI) standard channels for different scenarios. Results were compared to achieve a conclusion on HAPS implementation for LTE-TDD based on BER and data throughput.
Team D1Team D Modulation ApplicationsMay1, 2015.docxmattinsonjanel
Team D 1
Team D Modulation Applications
May1, 2015
Aslam Modak
NTC/362
Modulation Applications
There are several variances between analog and digital transmission technologies and it is crucial to comprehend how conversions between the two technologies occur. An analog signal is describe as being constantly variable along amplitudes and frequencies. On the other hand, digital transmissions is very different from its analog transmissions. One difference is the signal is considerable simpler. Rather than being constantly a variable wave form, it is a series of separate pulses that represent one and zeros. As for example, each computer utilizes a coding scheme that outlines what arrangement of ones and zeros create all characters in a character set, which includes upper and lower case letters, special characters, and keyboard control functions (Goleniewski, 2015). Furthermore, there are many technologies covert the two signals on both directions, meaning analog-to-digital and digital-to-analog. This is the case of a two converters DAC and ADC technologies. An ADC is the device that coverts or transforms a continuous physical quantity (voltage) to a digital number that presents the quantity’s amplitude. ADCs covers digital data into an analog signal such as a current or voltage. These converters are found on most electronic devices that plug to the electric outlet. They are microchips integrated on the circuit board of the electronic device.
There are several types of modulation applications. These applications are amplitude, frequency, phase and QAM modulation. They all serve different but important purposes. Along with these purposes there are also advantages and disadvantages.
Amplitude modulation (AM) is used in a variety of applications. Although use of the modulation is not relied upon currently as it was used in the past, you can still find it in its basic form. When an AM modulated signal is created, the amplitude of the signal is varied in line with the variations in intensity of the sound wave. AM is the most straightforward way of modulating a signal. Some of the advantages are, it is simple to implement, an AM signal is efficient in terms of its power usage, and it can be demodulated using a circuit consisting of a very few components. Disadvantages are AM signals are prone to high levels of noise because most noise is amplitude based and AM detectors are sensitive to it.
Frequency Modulation (FM) is used in a wide variety or radio communication applications from broadcasting, two way radio communications links, and mobile radio communications. It possesses many advantages over AM. For example, it is resilient to noise. FM that has been utilized by the broadcasting industry is the reduction in noise. FM Does not require linear amplifiers in the transmitter. Disadvantages are it requires more complicated demodulator. Some other modes have higher data spectral efficiency.
Phase Modulation (PM) is a form of modulati ...
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Final project report on grocery store management system..pdfKamal Acharya
In today’s fast-changing business environment, it’s extremely important to be able to respond to client needs in the most effective and timely manner. If your customers wish to see your business online and have instant access to your products or services.
Online Grocery Store is an e-commerce website, which retails various grocery products. This project allows viewing various products available enables registered users to purchase desired products instantly using Paytm, UPI payment processor (Instant Pay) and also can place order by using Cash on Delivery (Pay Later) option. This project provides an easy access to Administrators and Managers to view orders placed using Pay Later and Instant Pay options.
In order to develop an e-commerce website, a number of Technologies must be studied and understood. These include multi-tiered architecture, server and client-side scripting techniques, implementation technologies, programming language (such as PHP, HTML, CSS, JavaScript) and MySQL relational databases. This is a project with the objective to develop a basic website where a consumer is provided with a shopping cart website and also to know about the technologies used to develop such a website.
This document will discuss each of the underlying technologies to create and implement an e- commerce website.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
Hierarchical Digital Twin of a Naval Power SystemKerry Sado
A hierarchical digital twin of a Naval DC power system has been developed and experimentally verified. Similar to other state-of-the-art digital twins, this technology creates a digital replica of the physical system executed in real-time or faster, which can modify hardware controls. However, its advantage stems from distributing computational efforts by utilizing a hierarchical structure composed of lower-level digital twin blocks and a higher-level system digital twin. Each digital twin block is associated with a physical subsystem of the hardware and communicates with a singular system digital twin, which creates a system-level response. By extracting information from each level of the hierarchy, power system controls of the hardware were reconfigured autonomously. This hierarchical digital twin development offers several advantages over other digital twins, particularly in the field of naval power systems. The hierarchical structure allows for greater computational efficiency and scalability while the ability to autonomously reconfigure hardware controls offers increased flexibility and responsiveness. The hierarchical decomposition and models utilized were well aligned with the physical twin, as indicated by the maximum deviations between the developed digital twin hierarchy and the hardware.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Tutorial for 16S rRNA Gene Analysis with QIIME2.pdf
Advanced communication networks in ECE
1. UNIT VI: Orthogonal Frequency
Division Multiplexing and MIMO
System
M V K Gayatri Shivani
Assistant Professor
2. Syllabus
• Basic Principles of Orthogonality
• Single vs Multicarrier Systems
• OFDM Block Diagram and Its Explanation
• OFDM Signal Mathematical Representation,
• Pulse shaping in OFDM,
• Space Diversity and System
• MIMO Based System Architecture,
• Long-Term Evolution:, LTE Architecture, Enhanced Node B,
Core network, Radio channel components, TD-LTE,VoLTE
3. Basic Principals of Orthogonality
• Signals Vs Vectors
There is a strong connection between signals and vectors. Signals
that are defined for only a finite number of time instants (say N) can
be written as vectors ( of dimension N)
This relationship clearly shows that continuous time signals are
straightforward generalizations of finite dimension vectors. Thus,
basic definitions and operations in a vector space can be applied to
continuous time signals as well
9. Single Vs Multicarrier Systems
• Single-carrier modulation systems exploit only
one signal frequency to transmit data symbols.
• Differently, multicarrier modulation systems
divide the whole frequency channel into many
subcarriers and the high-rate data stream is
divided into many low-rate ones transmitted in
parallel on subcarriers
10. Compared with multicarrier modulations, single-carrier
modulations have some advantages:
(1) the peak to average power ration (PAPR) in single-carrier
modulation systems is very low, which is very helpful for the
stability of systems and the adoption of low-cost devices in the
design of wireless communication systems;
(2) compared with multicarrier modulations, single-carrier
modulation systems are less sensitive to frequency shift and phase
noise, which makes it easier for the time and frequency
synchronizations in wireless communication systems, especially
for point-to-point communication systems.
11. Multi Carrier Modulation
Multicarrier modulation (MCM) is a derivative of frequency-
division multiplexing.
MCM is a baseband process that uses parallel equal bandwidth
subchannels to transmit information and is normally
implemented with fast Fourier transform (FFT) techniques.
MCM’s advantages are better performance in the inter-symbol-
interference environment, and avoidance of single-frequency
interferers.
The increase in PAPR in between single and MCM system is
N is number of subcarriers
12. Any increase in the peak-to-average ratio of a signal requires an
increase in linearity of the system to reduce distortion.
Linearization techniques can be used, but they increase the cost
of the system.
x(n), is parsed into N relatively slower streams and modulated
using a prescribed signal constellation. The modulated streams,
d(k) (n), k = 0, ... ,N −1, are then up-sampled by a factor N,
yielding the signals y(k) (n), k = 0, ... ,N − 1. They are then
filtered by a bank of synthesis filters, g(k) (n), k = 0, ... ,N − 1,
and the filtered signals are summed to form the composite
transmit signal, s(n):
13.
14.
15. OFDM
• There exist a number of MCM implementations
• The implementations have been divided into two categories,
depending on the choice of filters employed by the analysis and
synthesis filter banks.
• The first category contains implementations that use the discrete
Fourier transform in the filter bank
• The other category is based on employing bandpass filters at the
synthesis and analysis filter banks
• The first implementation is an extremely popular one due to its
efficient hardware implementation using the FFT and the inverse
FFT (IFFT). Known in wireless applications as orthogonal
frequency division multiplexing (OFDM) or in wireline
applications as discrete multitone (DMT)
19. Pulse Shaping OFDM
• Pulse-shaped OFDM is closely related to windowed OFDM and
filtered multitone (FMT) .
• It exploits the pulse shape as an additional degree of freedom for
multicarrier modulation systems.
20.
21.
22. Pulse shape categorization
In OFDM systems with pulse shaping, the ISI and ICI are determined by the transmit pulse g(t)
and the receive pulse γ(t). In this paper, we use the pulse shape categorization according to the
correlation property
Orthogonal pulse design is the pulse shaping scheme where perfect reconstruction condition is
fulfilled and matched filtering is employed.
Bi-orthogonal pulse design is the pulse shaping scheme where perfect reconstruction condition is
fulfilled and mis-matched filtering is employed.
Non-orthogonal pulse design is the pulse shaping scheme where perfect reconstruction condition
is not fulfilled.
Design criteria
Depending on the specific criteria for pulse-shaped OFDM systems, pulse shapes are constructed
to satisfy diverse requirements. Herein, we discuss several commonly applied conditions that the
pulse shape design needs to fulfill.
23. Zhao, Z., Schellmann, M., Gong, X. et al. Pulse shaping design for OFDM systems. J Wireless
Com Network 2017, 74 (2017). https://doi.org/10.1186/s13638-017-0849-8
24.
25.
26.
27.
28.
29.
30. LONG TERM EVALUATION
LTE stands for Long Term Evolution and it was started as a project in 2004 by
telecommunication body known as the Third Generation Partnership Project (3GPP).
SAE (System Architecture Evolution) is the corresponding evolution of the GPRS/3G packet
core network evolution. The term LTE is typically used to represent both LTE and SAE.
LTE evolved from an earlier 3GPP system known as the Universal Mobile
Telecommunication System (UMTS), which in turn evolved from the Global System for
Mobile Communications (GSM).
Even related specifications were formally known as the evolved UMTS terrestrial radio
access (E-UTRA) and evolved UMTS terrestrial radio access network (E-UTRAN). First
version of LTE was documented in Release 8 of the 3GPP specifications.
38. The eNodeB is a part of the E-UTRAN radio access network
and is the component that allows UEs to connect to the LTE
network. An eNodeB typically communicates with the UE, with
other eNodeBs, and with the EPC through various interfaces:
the Uu, X2 and S1.
eNODE B
39. The eNodeB performs the following functions:
a) Radio resource management, which includes:
• radio bearer control – is responsible for the setup, maintenance and the release of
radio bearers and its resource configuration
•mobility management – handles the radio resource management for UEs in both idle
and connected modes
•admission control – allows or denies radio bearer setup requests
•dynamic resource allocation, covering the release and allocation of radio resources in
both the user plane and the control plane
b) MME selection, which includes:
•enabling the UE to be served by an MME while the UE is in the “attach” procedure
• enabling the UE to be served by a different MME while being in a network
c) Packet compression and ciphering, which includes encryption and decryption of
packets through ciphering algorithms , header compression for downlink packets and
header decompression for uplink packets
d) Message scheduling and transmission
40. The Mobility Management Entity (MME)
S-GW (Serving Gateway)
P-GW (Packet Data Network Gateway
Home Subscriber Server (HSS)
The Policy and Charging Rules Function (PCRF),
he Policy and Charging Enforcement Function
(PCEF
41. VoLTE
•Voice over LTE, or VoLTE, is a digital packet technology that uses 4G LTE
networks to route voice traffic and transmit data. This voice service is the
standard for high-speed wireless communications in devices such as smart
phones, data terminals, IoT devices and wearable's.
•VoLTE is important for network operators, vendors, original equipment
manufacturers and consumers. Since LTE is a data-only networking
technology, VoLTE provides higher quality calls, better service, and the
ability to use voice and data simultaneously.
42. How does VoLTE Work
•VoLTE is based on the IP Multimedia Subsystem framework. This enables
the service to deliver multimedia as data flows using a common IP interface
that can use but doesn't depend on a legacy circuit-switched voice network.
•For example, a user might initiate a call using the LTE network. If they
wander outside an LTE coverage area, the call will go back to the legacy
network. This functionality is known as Single Radio Voice Call Continuity,
where the LTE network simultaneously maintains two connections until the
LTE signal disconnects.
•Additionally, the recommended speech codec for VoLTE is adaptive multi-
rate wideband, or HD voice. HD voice increases the audio frequency range
for voice calls and raises sound quality
43. Benefits of VoLTE
VoLTE can provide service providers and device users with multiple
benefits:
Uses spectrum more efficiently than traditional voice technology.
Increases battery life when compared to VoIP.
Provides a superior audio quality and a clear calling experience.
Offers reliable services and interoperability.
Lets users make calls and use data simultaneously.
Enables up to six-way conference calls.
Deploys alongside multimedia services, such as video sharing and
multimedia messaging.
Simplifies network management and developer accessibility.
Frees up network bandwidth due to a smaller packet.
44. TD-LTE
TDD (time division duplex) version of LTE is known as TD-LTE.
There are two major differences between LTE-TDD and LTE-FDD
While LTE-FDD uses paired frequencies to upload and download
data, LTE-TDD uses a single frequency, alternating between uploading
and downloading data through time.
The ratio between uploads and downloads on a LTE-TDD network can
be changed dynamically, depending on whether more data needs to be
sent or received.
LTE-TDD and LTE-FDD also operate on different frequency
bands, with LTE-TDD working better at higher frequencies, and LTE-
FDD working better at lower frequencies.
45. Frequencies used for LTE-TDD range from 1850 MHz to 3800 MHz, with several
different bands being used. The LTE-TDD spectrum is generally cheaper to access,
and has less traffic. Further, the bands for LTE-TDD overlap with those used
for WiMAX, which can easily be upgraded to support LTE-TDD
TD LTE is more efficient in its spectrum usage. However, using the same
channel means that a guard interval is required between the TD LTE uplink
and downlinks to separate them.
In terms of coverage, FD LTE is thought to be superior to TD LTE due to its
power efficiency. A report by Qualcomm claims that FD LTE covers an area
80% larger than TD LTE for 2:1 downlink/uplink allocation on 2.6GHz
frequency