- OFDM (Orthogonal Frequency Division Multiplexing) is a digital modulation technique that divides the available bandwidth into multiple orthogonal subcarriers.
- Each subcarrier is modulated with a conventional modulation scheme at a low symbol rate, maintaining total data rates similar to conventional single-carrier modulation schemes in the same bandwidth.
- OFDM has become popular for wireless networks and digital audio/video broadcasting due to its ability to cope with multi-path fading and resistance to intersymbol interference. It is used in technologies like WiFi, WiMAX, DVB, and LTE.
OFDM (Orthogonal Frequency Division Multiplexing) is a digital modulation technique that divides the available spectrum into multiple orthogonal subcarriers. It has become popular for digital communication systems due to its ability to mitigate multi-path interference through the use of a guard interval between symbols. OFDM allows for high bandwidth efficiency by overlapping subcarriers and its implementation has been enabled by advances in DFT and LSI technology.
OFDM is a high-speed wireless transmission technology that divides the available spectrum into multiple orthogonal subcarriers. It is implemented as OFDMA to support multi-user communication. OFDM provides advantages over single carrier transmission by combating inter-symbol interference and frequency selective fading. It works by encoding data over multiple carrier frequencies, with spacing between carriers chosen so that the carriers are orthogonal to each other. This allows high data rates without overlapping signals at a receiver.
Keynote speech, entitled "POPS-OFDM: Ping-pong Optimized Pulse Shaping OFDM for 5G Cellular Systems and Beyond," at the 12th International Conference on Systems, Signals and Devices (SSD'2015), March 2015, Mahdia, Tunisia
- The document discusses paradigm shifts in turbo processing from point-to-point to network-based approaches, considering Slepian-Wolf and CEO problem viewpoints. It proposes a spatial turbo code approach using vertical iterations between MIMO equalization and decoding to improve performance. The approach is shown to provide coding gain over turbo codes alone. Correlated sources are also modeled and the performance with correlation is evaluated.
Keynote speech, entitled "POPS-OFDM:Ping-Pong Optimized Pulse Shaping OFDM for 5G Cellular Systems and Beyond," presented at the 2015 International Symposium on Networks, Computers and Communications (ISNCC'2015), held in Hammamet, Tunisia, in May 2015
This document provides an overview of GMSK modulation and describes how to implement a GMSK modulator on a DSP. It begins by defining the learning objectives as an overview of digital modulation, an understanding of GMSK modulation, and how to implement a GMSK modulator on a C54 DSP. It then discusses digital modulations, carrier frequency, and defines GMSK modulation. It provides the mathematical expressions for GMSK modulation and describes calculating the instantaneous frequency and baseband components on a DSP. It concludes by explaining how to calculate the elementary pulse phase using Matlab.
This document discusses digital modulation techniques. It begins by listing various digital modulation types including ASK, FSK, PSK, MFSK, MPSK, and MSK. It then provides an overview of the digital modulation and demodulation process when used for wireless communication. The key digital modulation techniques of ASK, FSK, and PSK are then explained in more detail. ASK modulates the amplitude of the carrier wave, FSK modulates the frequency, and PSK modulates the phase. Diagrams and equations are provided to illustrate how each modulation type encodes data onto an analog signal. The document concludes by discussing the demodulation of ASK, FSK, and PSK signals.
This document provides an overview of SONET/SDH including:
- The history and motivation for SONET/SDH which was to create a multivendor fiber optic communications standard to replace proprietary PDH networks.
- The architecture of SONET/SDH including physical, line, and path layers with regenerators and different signal types like STS and OC.
- The frame structure of SONET/SDH including the basic STS-1 frame of 90 columns by 9 rows for a rate of 51.84 Mbps.
OFDM (Orthogonal Frequency Division Multiplexing) is a digital modulation technique that divides the available spectrum into multiple orthogonal subcarriers. It has become popular for digital communication systems due to its ability to mitigate multi-path interference through the use of a guard interval between symbols. OFDM allows for high bandwidth efficiency by overlapping subcarriers and its implementation has been enabled by advances in DFT and LSI technology.
OFDM is a high-speed wireless transmission technology that divides the available spectrum into multiple orthogonal subcarriers. It is implemented as OFDMA to support multi-user communication. OFDM provides advantages over single carrier transmission by combating inter-symbol interference and frequency selective fading. It works by encoding data over multiple carrier frequencies, with spacing between carriers chosen so that the carriers are orthogonal to each other. This allows high data rates without overlapping signals at a receiver.
Keynote speech, entitled "POPS-OFDM: Ping-pong Optimized Pulse Shaping OFDM for 5G Cellular Systems and Beyond," at the 12th International Conference on Systems, Signals and Devices (SSD'2015), March 2015, Mahdia, Tunisia
- The document discusses paradigm shifts in turbo processing from point-to-point to network-based approaches, considering Slepian-Wolf and CEO problem viewpoints. It proposes a spatial turbo code approach using vertical iterations between MIMO equalization and decoding to improve performance. The approach is shown to provide coding gain over turbo codes alone. Correlated sources are also modeled and the performance with correlation is evaluated.
Keynote speech, entitled "POPS-OFDM:Ping-Pong Optimized Pulse Shaping OFDM for 5G Cellular Systems and Beyond," presented at the 2015 International Symposium on Networks, Computers and Communications (ISNCC'2015), held in Hammamet, Tunisia, in May 2015
This document provides an overview of GMSK modulation and describes how to implement a GMSK modulator on a DSP. It begins by defining the learning objectives as an overview of digital modulation, an understanding of GMSK modulation, and how to implement a GMSK modulator on a C54 DSP. It then discusses digital modulations, carrier frequency, and defines GMSK modulation. It provides the mathematical expressions for GMSK modulation and describes calculating the instantaneous frequency and baseband components on a DSP. It concludes by explaining how to calculate the elementary pulse phase using Matlab.
This document discusses digital modulation techniques. It begins by listing various digital modulation types including ASK, FSK, PSK, MFSK, MPSK, and MSK. It then provides an overview of the digital modulation and demodulation process when used for wireless communication. The key digital modulation techniques of ASK, FSK, and PSK are then explained in more detail. ASK modulates the amplitude of the carrier wave, FSK modulates the frequency, and PSK modulates the phase. Diagrams and equations are provided to illustrate how each modulation type encodes data onto an analog signal. The document concludes by discussing the demodulation of ASK, FSK, and PSK signals.
This document provides an overview of SONET/SDH including:
- The history and motivation for SONET/SDH which was to create a multivendor fiber optic communications standard to replace proprietary PDH networks.
- The architecture of SONET/SDH including physical, line, and path layers with regenerators and different signal types like STS and OC.
- The frame structure of SONET/SDH including the basic STS-1 frame of 90 columns by 9 rows for a rate of 51.84 Mbps.
The document provides an introduction to Orthogonal Frequency Division Multiplexing (OFDM) technique. It discusses that OFDM divides the available spectrum into multiple subcarriers, with each subcarrier being modulated by a low data rate stream. This allows high-speed data transmission and effectiveness in combating frequency selective fading channels. The document also gives a brief history of OFDM, describes how OFDM relates to multicarrier transmission, and lists some applications of OFDM such as digital audio broadcasting, high-definition television, and wireless LAN standards.
This document discusses Time Division Multiplexing (TDM) and Synchronous Digital Hierarchy (SDH) basics. It provides information on how TDM converts analog signals to digital signals and multiplexes them. It then explains how SDH was developed to overcome limitations of Plesiochronous Digital Hierarchy (PDH) by employing synchronous transmission and simpler add/drop functionality. The document outlines the frame structure and overhead bytes of STM-1, and defines the common network elements in SDH including Terminal Multiplexer, Add/Drop Multiplexer, Cross-connect, and Regenerator.
1. Delta-sigma ADCs use fully differential switched capacitor circuits for their analog parts. This improves dynamic range and cancels common mode signals and charge injection errors.
2. A 1.5V, 1mW, 98dB fourth-order delta-sigma modulator is discussed as an example. It uses a multi-stage pipelined architecture with four integrators.
3. Decimation and digital filtering are required after the analog delta-sigma modulation. Comb filters and FIR filters are commonly used to attenuate noise, bandlimit signals, and suppress out-of-band components during decimation and filtering.
SONET and SDH are standards for synchronous optical networking. They were developed to address limitations in earlier PDH digital telephony networks, such as increasing overhead percentages and lack of interoperability between regional systems. SONET/SDH uses a layered architecture with standardized rates and frame structures. It defines optical, line, and path layers to transport digital signals end-to-end with integrated operations, administration, and maintenance capabilities. This allows flexible and efficient transport of diverse payloads, including PDH, ATM, and packet data, over optical networks on a global scale.
This document discusses OFDM (Orthogonal Frequency Division Multiplexing) and its use in wireless communication standards. It begins by introducing OFDM and describing its advantages like robustness to multipath interference and ability to use frequency diversity. It then covers key OFDM concepts like modulation, cyclic prefix, and synchronization using preambles. The document provides block diagrams of an OFDM transceiver and details performance metrics for synchronization and channel estimation algorithms. In summary, it provides an overview of OFDM technology fundamentals and transceiver design considerations for wireless applications.
The document discusses Long Term Evolution (LTE) basics, including its frame structures, physical channels, reference signals, and hybrid automatic repeat request (HARQ) processing. LTE uses orthogonal frequency-division multiplexing (OFDM) in the downlink and single-carrier FDMA (SC-FDMA) in the uplink. It aims to achieve peak data rates of 300 Mbps downlink and 75 Mbps uplink in 20 MHz bandwidth allocations. The document also outlines LTE's frequency bands and reference signal structure.
Cooperative partial transmit sequence for papr reduction in space frequency b...IAEME Publication
This document discusses a proposed Cooperative Partial Transmit Sequence (Co-PTS) technique for reducing Peak-to-Average Power Ratio (PAPR) in Space Frequency Block Code (SFBC) Multiple-Input Multiple-Output Orthogonal Frequency Division Multiplexing (MIMO-OFDM) signals. The proposed Co-PTS technique combines alternate optimization and spatial sub-block circular permutation. Alternate optimization reduces computational complexity while spatial sub-block circular permutation increases the number of candidate sequences, improving PAPR reduction performance. Simulation results show the proposed Co-PTS technique achieves a lower PAPR of 4.7dB compared to previous PAPR reduction techniques for MIMO-OFDM and SF
1. This document discusses various analog modulation techniques used to transmit digital data, including ASK, FSK, PSK, and QAM.
2. It provides examples and explanations of how each technique works, such as varying the amplitude (ASK), frequency (FSK), or phase (PSK) of a carrier signal to represent the 1s and 0s of digital data.
3. QAM is described as a technique that modulates signals onto both the cosine (in-phase) and sine (quadrature-phase) components of a carrier, allowing it to encode multiple bits per symbol.
This document discusses single carrier and multicarrier transmission techniques. Multicarrier transmission divides the transmission bandwidth into multiple narrow subchannels transmitted in parallel. This reduces intersymbol interference compared to single carrier as each subchannel experiences flat fading, even if the overall channel is frequency selective. Orthogonal frequency division multiplexing (OFDM) is described as a multicarrier technique that achieves orthogonality between subcarriers using the discrete Fourier transform. This allows overlapping subcarriers to prevent interference. OFDM is used widely but has drawbacks including sensitivity to synchronization errors and high peak-to-average power ratios.
Pilot induced cyclostationarity based method for dvb system identificationiaemedu
This document presents a method for identifying digital video broadcasting (DVB) systems using pilot induced cyclostationarity (PIC). The PIC approach exploits the periodic structure of pilot symbols in orthogonal frequency division multiplexing (OFDM) signals to detect cyclostationary features. However, the PIC method has lower identification rates for DVB compared to other standards due to DVB using two pilot configuration types. The proposed method is an extension of the PIC technique developed specifically for DVB identification. Simulation results show the proposed method achieves excellent correct detection probability for DVB systems.
This three day course is intended for practicing systems engineers who want to learn how to apply model-driven systems Successful systems engineering requires a broad understanding of the important principles of modern spacecraft communications. This three-day course covers both theory and practice, with emphasis on the important system engineering principles, tradeoffs, and rules of thumb. The latest technologies are covered. <p>
This document summarizes several receiver architectures including superheterodyne, direct conversion, and Weaver. It describes the complex baseband representation of bandpass signals and how orthogonality of the I and Q signals allows doubling of bandwidth. Issues like image rejection, gain/phase imbalance, and half-IF interference are discussed for different architectures. The Hilbert architecture and Weaver architecture are presented as ways to implement direct conversion receivers with improved image rejection compared to traditional methods.
This document describes a technique for digitally calibrating the current of a digitally controlled oscillator (DCO) to optimize its phase noise performance across process and temperature variations. The phase error (PHE) signal from a digital PLL is digitized and used to estimate the DCO's phase noise. By adjusting the DCO current digitally based on the estimated phase noise, the optimum operating point with minimum phase noise can be identified. Measurement results on a 90nm CMOS chip demonstrate good correlation between the estimated and measured DCO phase noise, validating the digital calibration approach.
The document describes the PASOLINK NEO/a smart radio access system. It is a six-way one-box system that provides both SDH and PDH network interfaces with transmission capacities ranging from 5 to 48 E1 circuits or 63 E1/STM-1 circuits. It features a 1008x1008 E1 digital cross connect switch and supports modulation from QPSK to 128QAM. The system offers scalability, flexible configurations, and reliability for deploying digital access links.
This document describes M-Cube, a millimeter-wave massive MIMO software radio platform developed by researchers at UC San Diego. The platform features a flexible data path that can interface with software-defined radios or GHz baseband converters. It also has a real-time control path with sub-microsecond latency enabling fast beam sweeping. The beam patterns are reconfigurable. The platform is built by restructuring a commodity 802.11ad radio, making it low cost and suitable for real world testing. It supports massive MIMO with up to 8 RF chains and a total of 256 antenna elements. The platform is open source and available to the research community.
The document discusses Harmonic Video Timing (HVT), an alternative timing design method proposed by Quantum Data to integrate IT and CE timings. HVT uses a fixed master clock frequency (e.g. 2.97GHz) to generate pixel clock frequencies through integer division, allowing for quieter clocks. It establishes sets of supported frame rates, aspect ratios, resolutions, and total pixel/line frameworks to select optimal timings that maintain audio coherence and integrate both IT and CE standards. The method aims to address issues with the CVT standard by basing timings on a prime-numbered master clock and selecting the best fit for each combination of parameters in a lookup table.
This document outlines an agenda for a presentation on LTE basics and advanced topics. The presentation will cover LTE fundamentals including frame structures, reference signals, physical channels, signal processing architecture, and UE categories. It will then discuss advanced LTE topics such as MIMO modes, precoding techniques, CQI reporting, and LTE-Advanced developments. Diagrams and explanations are provided on key aspects of the LTE physical layer such as OFDMA transmission schemes, frame formats, reference signal patterns, and the transmitter and receiver processing chains.
The document provides an overview of the LCD TV Rome Project training manual, including understanding LCD TVs, the inside of the Rome model TVs, main board descriptions, disassembly procedures, and troubleshooting. Specific details covered include specifications of different Rome model sizes, control panel connections, block diagrams, key functions like color adjustment and dynamic contrast, and descriptions of main components including the scaler, audio, and HDMI chips.
The document discusses the history and development of touch screen technology. It begins with Dr. Samuel Hurst inventing the first touch sensor called "Elograph" in 1971. It then discusses the four main types of touch screen technologies: resistive, surface acoustic wave, capacitive, and infrared. For each type it provides details on how it works and its advantages and disadvantages. It concludes with a comparison chart of the technologies and an overview of the advantages and disadvantages of touch screens.
The document provides an introduction to Orthogonal Frequency Division Multiplexing (OFDM) technique. It discusses that OFDM divides the available spectrum into multiple subcarriers, with each subcarrier being modulated by a low data rate stream. This allows high-speed data transmission and effectiveness in combating frequency selective fading channels. The document also gives a brief history of OFDM, describes how OFDM relates to multicarrier transmission, and lists some applications of OFDM such as digital audio broadcasting, high-definition television, and wireless LAN standards.
This document discusses Time Division Multiplexing (TDM) and Synchronous Digital Hierarchy (SDH) basics. It provides information on how TDM converts analog signals to digital signals and multiplexes them. It then explains how SDH was developed to overcome limitations of Plesiochronous Digital Hierarchy (PDH) by employing synchronous transmission and simpler add/drop functionality. The document outlines the frame structure and overhead bytes of STM-1, and defines the common network elements in SDH including Terminal Multiplexer, Add/Drop Multiplexer, Cross-connect, and Regenerator.
1. Delta-sigma ADCs use fully differential switched capacitor circuits for their analog parts. This improves dynamic range and cancels common mode signals and charge injection errors.
2. A 1.5V, 1mW, 98dB fourth-order delta-sigma modulator is discussed as an example. It uses a multi-stage pipelined architecture with four integrators.
3. Decimation and digital filtering are required after the analog delta-sigma modulation. Comb filters and FIR filters are commonly used to attenuate noise, bandlimit signals, and suppress out-of-band components during decimation and filtering.
SONET and SDH are standards for synchronous optical networking. They were developed to address limitations in earlier PDH digital telephony networks, such as increasing overhead percentages and lack of interoperability between regional systems. SONET/SDH uses a layered architecture with standardized rates and frame structures. It defines optical, line, and path layers to transport digital signals end-to-end with integrated operations, administration, and maintenance capabilities. This allows flexible and efficient transport of diverse payloads, including PDH, ATM, and packet data, over optical networks on a global scale.
This document discusses OFDM (Orthogonal Frequency Division Multiplexing) and its use in wireless communication standards. It begins by introducing OFDM and describing its advantages like robustness to multipath interference and ability to use frequency diversity. It then covers key OFDM concepts like modulation, cyclic prefix, and synchronization using preambles. The document provides block diagrams of an OFDM transceiver and details performance metrics for synchronization and channel estimation algorithms. In summary, it provides an overview of OFDM technology fundamentals and transceiver design considerations for wireless applications.
The document discusses Long Term Evolution (LTE) basics, including its frame structures, physical channels, reference signals, and hybrid automatic repeat request (HARQ) processing. LTE uses orthogonal frequency-division multiplexing (OFDM) in the downlink and single-carrier FDMA (SC-FDMA) in the uplink. It aims to achieve peak data rates of 300 Mbps downlink and 75 Mbps uplink in 20 MHz bandwidth allocations. The document also outlines LTE's frequency bands and reference signal structure.
Cooperative partial transmit sequence for papr reduction in space frequency b...IAEME Publication
This document discusses a proposed Cooperative Partial Transmit Sequence (Co-PTS) technique for reducing Peak-to-Average Power Ratio (PAPR) in Space Frequency Block Code (SFBC) Multiple-Input Multiple-Output Orthogonal Frequency Division Multiplexing (MIMO-OFDM) signals. The proposed Co-PTS technique combines alternate optimization and spatial sub-block circular permutation. Alternate optimization reduces computational complexity while spatial sub-block circular permutation increases the number of candidate sequences, improving PAPR reduction performance. Simulation results show the proposed Co-PTS technique achieves a lower PAPR of 4.7dB compared to previous PAPR reduction techniques for MIMO-OFDM and SF
1. This document discusses various analog modulation techniques used to transmit digital data, including ASK, FSK, PSK, and QAM.
2. It provides examples and explanations of how each technique works, such as varying the amplitude (ASK), frequency (FSK), or phase (PSK) of a carrier signal to represent the 1s and 0s of digital data.
3. QAM is described as a technique that modulates signals onto both the cosine (in-phase) and sine (quadrature-phase) components of a carrier, allowing it to encode multiple bits per symbol.
This document discusses single carrier and multicarrier transmission techniques. Multicarrier transmission divides the transmission bandwidth into multiple narrow subchannels transmitted in parallel. This reduces intersymbol interference compared to single carrier as each subchannel experiences flat fading, even if the overall channel is frequency selective. Orthogonal frequency division multiplexing (OFDM) is described as a multicarrier technique that achieves orthogonality between subcarriers using the discrete Fourier transform. This allows overlapping subcarriers to prevent interference. OFDM is used widely but has drawbacks including sensitivity to synchronization errors and high peak-to-average power ratios.
Pilot induced cyclostationarity based method for dvb system identificationiaemedu
This document presents a method for identifying digital video broadcasting (DVB) systems using pilot induced cyclostationarity (PIC). The PIC approach exploits the periodic structure of pilot symbols in orthogonal frequency division multiplexing (OFDM) signals to detect cyclostationary features. However, the PIC method has lower identification rates for DVB compared to other standards due to DVB using two pilot configuration types. The proposed method is an extension of the PIC technique developed specifically for DVB identification. Simulation results show the proposed method achieves excellent correct detection probability for DVB systems.
This three day course is intended for practicing systems engineers who want to learn how to apply model-driven systems Successful systems engineering requires a broad understanding of the important principles of modern spacecraft communications. This three-day course covers both theory and practice, with emphasis on the important system engineering principles, tradeoffs, and rules of thumb. The latest technologies are covered. <p>
This document summarizes several receiver architectures including superheterodyne, direct conversion, and Weaver. It describes the complex baseband representation of bandpass signals and how orthogonality of the I and Q signals allows doubling of bandwidth. Issues like image rejection, gain/phase imbalance, and half-IF interference are discussed for different architectures. The Hilbert architecture and Weaver architecture are presented as ways to implement direct conversion receivers with improved image rejection compared to traditional methods.
This document describes a technique for digitally calibrating the current of a digitally controlled oscillator (DCO) to optimize its phase noise performance across process and temperature variations. The phase error (PHE) signal from a digital PLL is digitized and used to estimate the DCO's phase noise. By adjusting the DCO current digitally based on the estimated phase noise, the optimum operating point with minimum phase noise can be identified. Measurement results on a 90nm CMOS chip demonstrate good correlation between the estimated and measured DCO phase noise, validating the digital calibration approach.
The document describes the PASOLINK NEO/a smart radio access system. It is a six-way one-box system that provides both SDH and PDH network interfaces with transmission capacities ranging from 5 to 48 E1 circuits or 63 E1/STM-1 circuits. It features a 1008x1008 E1 digital cross connect switch and supports modulation from QPSK to 128QAM. The system offers scalability, flexible configurations, and reliability for deploying digital access links.
This document describes M-Cube, a millimeter-wave massive MIMO software radio platform developed by researchers at UC San Diego. The platform features a flexible data path that can interface with software-defined radios or GHz baseband converters. It also has a real-time control path with sub-microsecond latency enabling fast beam sweeping. The beam patterns are reconfigurable. The platform is built by restructuring a commodity 802.11ad radio, making it low cost and suitable for real world testing. It supports massive MIMO with up to 8 RF chains and a total of 256 antenna elements. The platform is open source and available to the research community.
The document discusses Harmonic Video Timing (HVT), an alternative timing design method proposed by Quantum Data to integrate IT and CE timings. HVT uses a fixed master clock frequency (e.g. 2.97GHz) to generate pixel clock frequencies through integer division, allowing for quieter clocks. It establishes sets of supported frame rates, aspect ratios, resolutions, and total pixel/line frameworks to select optimal timings that maintain audio coherence and integrate both IT and CE standards. The method aims to address issues with the CVT standard by basing timings on a prime-numbered master clock and selecting the best fit for each combination of parameters in a lookup table.
This document outlines an agenda for a presentation on LTE basics and advanced topics. The presentation will cover LTE fundamentals including frame structures, reference signals, physical channels, signal processing architecture, and UE categories. It will then discuss advanced LTE topics such as MIMO modes, precoding techniques, CQI reporting, and LTE-Advanced developments. Diagrams and explanations are provided on key aspects of the LTE physical layer such as OFDMA transmission schemes, frame formats, reference signal patterns, and the transmitter and receiver processing chains.
The document provides an overview of the LCD TV Rome Project training manual, including understanding LCD TVs, the inside of the Rome model TVs, main board descriptions, disassembly procedures, and troubleshooting. Specific details covered include specifications of different Rome model sizes, control panel connections, block diagrams, key functions like color adjustment and dynamic contrast, and descriptions of main components including the scaler, audio, and HDMI chips.
The document discusses the history and development of touch screen technology. It begins with Dr. Samuel Hurst inventing the first touch sensor called "Elograph" in 1971. It then discusses the four main types of touch screen technologies: resistive, surface acoustic wave, capacitive, and infrared. For each type it provides details on how it works and its advantages and disadvantages. It concludes with a comparison chart of the technologies and an overview of the advantages and disadvantages of touch screens.
This document provides answers to 15 questions from a final exam on Angular. The questions cover topics like the defer attribute, comparison operators, variable scoping, strict mode, the DOM, adding events, event bubbling, timeouts vs intervals, JSON parsing, AJAX calls, coding style guidelines, and more. For each question, a concise answer is provided explaining the key concept or resolving the example code provided.
This document provides an overview of a course on JavaScript and jQuery. The course covers jQuery introduction and syntax, selectors, events and methods, getting and setting content, DOM traversing and manipulation, animations, AJAX with jQuery, and templating engines. It describes how to add jQuery to web pages, jQuery syntax, selectors, events, methods for content manipulation, DOM traversing, dimensions, animations, AJAX functionality, and examples. It also discusses templating engines like Mustache.js for cleaner code. The course aims to simplify HTML DOM tree traversal, manipulation, event handling and more using jQuery.
This document provides an overview of JavaScript, JSON, and AJAX. It defines key terms like JSON, XMLHttpRequest, and asynchronous JavaScript and XML (AJAX). It explains JSON syntax and data types. It also provides examples of using the XMLHttpRequest object to make AJAX requests to retrieve and send data to a server, and examples of building webpages that dynamically load content via AJAX calls.
This document provides an overview of JavaScript and the Document Object Model (DOM). It discusses how the DOM represents an HTML document as nodes that can be manipulated with JavaScript. Key points covered include finding and changing HTML elements, modifying attributes and styles, handling events, and navigating the node tree. The Browser Object Model is also introduced, with the window object representing the browser window. Methods for creating and adding new DOM nodes are demonstrated.
This document provides an overview of key JavaScript concepts covered in a course, including conditional statements, loops, events, error handling, debugging, best practices, and performance tips. The course covers basic syntax and usage of JavaScript features like variables, functions, objects, and arrays. It also discusses style guides, common mistakes, and browser support for ECMAScript standards.
This document contains a series of questions and answers about JavaScript and web development topics. It begins with definitions of key terms like URLs, HTTP and HTTPS protocols, IP addresses, front-end and back-end development, and HTML block and inline elements. It then discusses ways to include CSS in HTML pages and differences between IDs and classes. The document concludes with explanations of Sass/SCSS and Bootstrap frameworks.
This document provides an overview of CSS frameworks and Bootstrap 4. It defines what a CSS framework is and lists some of the most widely used ones. It then discusses Bootstrap 4 in more detail, covering how to install and use it, its various components like buttons, grids, and cards, and how to customize themes. It includes examples of Bootstrap code and components in a demo.
This document provides an overview of a course on SASS, SCSS, and LESS. It discusses compiling SASS/SCSS to CSS, nesting, variables, functions, operators, mixins, extends, imports, and conditional statements. It also provides a sample responsive website template built with SCSS and details options for a partial exam or including all material in the final exam.
The document discusses various CSS topics including animations, variables, media queries, floats and displays, flexbox, grid, importing files, and browser support. It provides examples and code for flexbox layouts, grids, and styling a login form. Key points covered include using CSS properties to animate elements, declaring variables, using media queries for responsive design, the float and display properties, activating the flex and grid layout systems, importing other CSS files, and ensuring browser compatibility. Practical examples demonstrate how to style elements within a flexbox, use grids to lay out content, and generate styles for a login form.
This document provides a summary of CSS (Cascading Style Sheets) concepts including syntax, selectors, properties, and positioning elements. Key points covered include CSS rules with selectors and declarations, using IDs, classes, and combinations of selectors, inheritance and priority of styles, specifying font properties, colors, dimensions, borders/padding/margins, opacity/shadows, and the four positioning types. Examples are given throughout to illustrate CSS concepts. The document concludes with references for further CSS learning.
The document provides an overview of HTML including static vs dynamic pages, HTML structure and tags, common elements like headings, paragraphs, and links, and how to choose an HTML editor. It discusses the <head> and <body> sections, formatting text, inserting images, videos and other media, lists, tables, forms, and using containers. The global data attribute is also introduced for storing custom data. Visual Studio Code is recommended as a free editor that provides features like auto-closing tags and code coloring.
The document provides an introduction to a course on web development. It includes the following key points:
- An overview of the course content which will cover HTML, CSS, JavaScript, and related frameworks.
- Information on the evaluation process which will include exams and lab tests.
- A discussion of important concepts like the difference between the Internet and the World Wide Web, how URLs work, common protocols like HTTP and HTTPS, and networking equipment.
Fundamentals of Digital Modulation.pptStefan Oprea
The document discusses digital modulation techniques used in wireless communications. It begins by outlining the advantages of digital modulation such as spectral efficiency and privacy. It then covers fundamental modulation types including ASK, FSK, and PSK. Higher order modulations like QAM are also introduced that allow more bits to be transmitted per symbol. The role of filters in controlling spectrum and sources of error during transmission and reception are explained. Finally, common measurements used to analyze modulation quality are briefly described.
Orthogonal Frequency Division Multiplexing.pptStefan Oprea
OFDM (Orthogonal Frequency Division Multiplexing) is a digital multi-carrier modulation technique that divides the available spectrum into multiple orthogonal subcarriers. It provides advantages like efficient handling of multi-path fading and channel delay spread. Key aspects of OFDM include the insertion of a guard interval between symbols to suppress adjacent symbol interference and the use of cyclic prefixing to suppress inter-carrier interference. The FFT algorithm is used for modulation and demodulation of OFDM signals.
The document discusses different digital modulation techniques used in radio signals, including BPSK, QPSK, and 8PSK. It explains that these PSK modulation schemes encode bits as phases in radio signals. BPSK encodes 1 bit per symbol, allowing a maximum data rate equal to the number of symbols per second. QPSK encodes 2 bits per symbol, doubling the maximum data rate. 8PSK encodes 3 bits per symbol. The document uses examples to show how these modulation schemes can be used to transmit different data rates, depending on the number of bits encoded in each symbol and the symbol rate defined by the available channel bandwidth.
Comparison of Single Carrier and Multi-carrier.pptStefan Oprea
This document describes a project comparing single carrier and multi-carrier transmission schemes in a wireless multipath channel. A group of electrical engineering students - Asghar Hasnain, Anantakrishna Varanasi, and Pavan Venugopal - worked on the project under professor Dr. Pao Lo Liu and teaching assistant Saurav Bandyopadhyay. The project involved using MATLAB to simulate both transmission schemes and measure their bit error rates in the presence of inter-symbol interference caused by multipath delay spread. The results showed that multi-carrier transmission via OFDM outperformed single carrier transmission for a given channel and equal forward error correction.
OFDM and MC-CDMA An Implementation using MATLAB.pptStefan Oprea
This document discusses the implementation of OFDM and MC-CDMA modulation techniques using MATLAB. It motivates their use for high data rate applications and in 4G networks. The objectives are to simulate an OFDM baseband system to transfer files between PCs, model wireless fading channels, and demonstrate multi-user capability with MC-CDMA. Key sections explain OFDM methodology, guard periods, equalization in the frequency domain, and the MC-CDMA transmitter and receiver structure. The implementation in MATLAB is modular with components for modulation, channel modeling, equalization and MC-CDMA processing. Results show constellation diagrams and BER performance curves.
The document discusses key concepts in 3GPP Long Term Evolution (LTE) including Orthogonal Frequency Division Multiplexing (OFDM), why OFDM was chosen for the LTE downlink, the difference between OFDM and OFDMA, how Single Carrier Frequency Division Multiple Access (SC-FDMA) is used in the LTE uplink instead of OFDM due to its lower peak-to-average power ratio, and how multiple-input multiple-output (MIMO) techniques can increase channel capacity, robustness and coverage for LTE. It provides high-level explanations of LTE physical signals, channels and how they are modulated and mapped in the time-frequency domain.
THE SACRIFICE HOW PRO-PALESTINE PROTESTS STUDENTS ARE SACRIFICING TO CHANGE T...indexPub
The recent surge in pro-Palestine student activism has prompted significant responses from universities, ranging from negotiations and divestment commitments to increased transparency about investments in companies supporting the war on Gaza. This activism has led to the cessation of student encampments but also highlighted the substantial sacrifices made by students, including academic disruptions and personal risks. The primary drivers of these protests are poor university administration, lack of transparency, and inadequate communication between officials and students. This study examines the profound emotional, psychological, and professional impacts on students engaged in pro-Palestine protests, focusing on Generation Z's (Gen-Z) activism dynamics. This paper explores the significant sacrifices made by these students and even the professors supporting the pro-Palestine movement, with a focus on recent global movements. Through an in-depth analysis of printed and electronic media, the study examines the impacts of these sacrifices on the academic and personal lives of those involved. The paper highlights examples from various universities, demonstrating student activism's long-term and short-term effects, including disciplinary actions, social backlash, and career implications. The researchers also explore the broader implications of student sacrifices. The findings reveal that these sacrifices are driven by a profound commitment to justice and human rights, and are influenced by the increasing availability of information, peer interactions, and personal convictions. The study also discusses the broader implications of this activism, comparing it to historical precedents and assessing its potential to influence policy and public opinion. The emotional and psychological toll on student activists is significant, but their sense of purpose and community support mitigates some of these challenges. However, the researchers call for acknowledging the broader Impact of these sacrifices on the future global movement of FreePalestine.
🔥🔥🔥🔥🔥🔥🔥🔥🔥
إضغ بين إيديكم من أقوى الملازم التي صممتها
ملزمة تشريح الجهاز الهيكلي (نظري 3)
💀💀💀💀💀💀💀💀💀💀
تتميز هذهِ الملزمة بعِدة مُميزات :
1- مُترجمة ترجمة تُناسب جميع المستويات
2- تحتوي على 78 رسم توضيحي لكل كلمة موجودة بالملزمة (لكل كلمة !!!!)
#فهم_ماكو_درخ
3- دقة الكتابة والصور عالية جداً جداً جداً
4- هُنالك بعض المعلومات تم توضيحها بشكل تفصيلي جداً (تُعتبر لدى الطالب أو الطالبة بإنها معلومات مُبهمة ومع ذلك تم توضيح هذهِ المعلومات المُبهمة بشكل تفصيلي جداً
5- الملزمة تشرح نفسها ب نفسها بس تكلك تعال اقراني
6- تحتوي الملزمة في اول سلايد على خارطة تتضمن جميع تفرُعات معلومات الجهاز الهيكلي المذكورة في هذهِ الملزمة
واخيراً هذهِ الملزمة حلالٌ عليكم وإتمنى منكم إن تدعولي بالخير والصحة والعافية فقط
كل التوفيق زملائي وزميلاتي ، زميلكم محمد الذهبي 💊💊
🔥🔥🔥🔥🔥🔥🔥🔥🔥
Elevate Your Nonprofit's Online Presence_ A Guide to Effective SEO Strategies...TechSoup
Whether you're new to SEO or looking to refine your existing strategies, this webinar will provide you with actionable insights and practical tips to elevate your nonprofit's online presence.
This document provides an overview of wound healing, its functions, stages, mechanisms, factors affecting it, and complications.
A wound is a break in the integrity of the skin or tissues, which may be associated with disruption of the structure and function.
Healing is the body’s response to injury in an attempt to restore normal structure and functions.
Healing can occur in two ways: Regeneration and Repair
There are 4 phases of wound healing: hemostasis, inflammation, proliferation, and remodeling. This document also describes the mechanism of wound healing. Factors that affect healing include infection, uncontrolled diabetes, poor nutrition, age, anemia, the presence of foreign bodies, etc.
Complications of wound healing like infection, hyperpigmentation of scar, contractures, and keloid formation.
A Visual Guide to 1 Samuel | A Tale of Two HeartsSteve Thomason
These slides walk through the story of 1 Samuel. Samuel is the last judge of Israel. The people reject God and want a king. Saul is anointed as the first king, but he is not a good king. David, the shepherd boy is anointed and Saul is envious of him. David shows honor while Saul continues to self destruct.
1. Introduction to OFDM
Fire Tom Wada
Professor, Information Engineering, Univ. of the Ryukyus
Chief Scientist at Magna Design Net, Inc
wada@ie.u-ryukyu.ac.jp
http://www.ie.u-ryukyu.ac.jp/~wada/
8/8/2022 System Arch 2007 (Fire Tom Wada) 1
2. What is OFDM?
• OFDM
=Orthogonal Frequency Division Multiplexing
• Many orthogonal sub-carriers are multiplexed in one
symbol
– What is the orthogonal?
– How multiplexed?
– What is the merit of OFDM?
– What kinds of application?
8/8/2022 System Arch 2007 (Fire Tom Wada) 2
3. Outline
• Background, history, application
• Review of digital modulation
• FDMA vs. Multi-carrier modulation
• Theory of OFDM
• Multi-path
• Summary
8/8/2022 System Arch 2007 (Fire Tom Wada) 3
4. Why OFDM is getting popular?
• State-of-the-art high bandwidth digital communication start
using OFDM
– Terrestrial Video Broadcasting in Japan and Europe
– ADSL High Speed Modem
– WLAN such as IEEE 802.11a/g/n
– WiMAX as IEEE 802.16d/e
• Economical OFDM implementation become possible
because of advancement in the LSI technology
8/8/2022 System Arch 2007 (Fire Tom Wada) 4
5. Japan Terrestrial Video
Broadcasting service
• ISDB-T (Integrated Services Digital Broadcasting for Terrestrial
Television Broadcasting)
• Service starts on 2003/December at three major cities (Tokyo,
Nagoya, Osaka)
• Full service area coverage on 2006
• 5.6MHz BW is divided into 13 segments (~430KHz BW)
• HDTV: 12 segments
• Mobile TV : 1 segment
• SDTV: 4 segment
• Analog Service will end 2011
8/8/2022 System Arch 2007 (Fire Tom Wada) 5
6. Brief history of OFDM
• First proposal in 1950’s
• Theory completed in 1960’s
• DFT implementation proposed in 1970’s
• Europe adopted OFDM for digital radio
broadcasting in 1987
• OFDM for Terrestrial Video broadcasting in Europe
and Japan
• ADSL, WLAN(802.11a)
8/8/2022 System Arch 2007 (Fire Tom Wada) 6
7. Digital modulation basics
• Digital modulation modulates three parameters of
sinusoidal signal.
• A, θk fc,
• Three type digital modulation:
– ASK : Amplitude Shift Keying
– PSK : Phase Shift Keying
– FSK : Frequency Shift Keying
8/8/2022 System Arch 2007 (Fire Tom Wada) 7
s t A f t
c k
( ) cos( )
2
OFDM uses combination of ASK and PSK such as QAM, PSK
9. Multi bit modulation
8/8/2022 System Arch 2007 (Fire Tom Wada) 9
1 0 1 0 0
carrier
BPSK
1bit per symbol
QPSK
2bit per symbol
10 11 01 00 01
Symbol length
10. Mathematical expression
of digital modulation
• Transmission signal can be expressed as follows
• s(t) can be expressed by complex base-band signal
8/8/2022 System Arch 2007 (Fire Tom Wada) 10
]
)
Re[(
)
(
sin
,
cos
)
2
sin(
sin
)
2
cos(
cos
)
2
cos(
)
(
2 t
fc
j
k
k
k
k
k
k
c
k
c
k
k
c
e
jb
a
t
s
b
a
t
f
t
f
t
f
t
s
( )
a jb e
k k
j fc t
2
( )
a jb
k k
ej fc t
2 Indicates carrier sinusoidal
Digital modulation
Digital modulation can be expressed by the complex number
11. Constellation map
• (ak + jbk) is plotted on I(real)-Q(imaginary) plane
8/8/2022 System Arch 2007 (Fire Tom Wada) 11
data
ak bk
00 π/4
01 3π /4
11 5π /4
10 7π /4
1
2
1
2
1
2
1
2
1
2
1
2
1
2
1
2
QPSK
I
Q
13. Summary of digital modulation
• Type of modulation: ASK,PSK,FSK,QAM
• OFDM uses ASK,PSK,QAM
• Digital modulation is mathematically characterized by the
coefficient of complex base-band signal
• Plot of the coefficients gives
the constellation map
8/8/2022 System Arch 2007 (Fire Tom Wada) 13
( )
a jb
k k
I
Q
14. Frequency Division Multiple Access (FDMA)
• Old conventional method (Analog TV, Radio etc.)
• Use separate carrier frequency for individual transmission
8/8/2022 System Arch 2007 (Fire Tom Wada) 14
Radio
frequency
fc1 fc2 fc3 fcN
Carrier frequency
Occupied BW
Channel
separation
Guard band
15. Japan VHF channel assignment
• Channel Separation =
6MHz
8/8/2022 System Arch 2007 (Fire Tom Wada) 15
Channel number Frequency (MHz)
1 90-96
2 96-102
3 102-108
4 170-176
5 176-182
6 182-188
7 188-194
8 192-198
9 198-204
10 204-210
11 210-216
12 216-222
16. Multi-carrier modulation
• Use multiple channel (carrier frequency) for one
data transmission
8/8/2022 System Arch 2007 (Fire Tom Wada) 16
data
cos( )
2 1
f t
cos( )
2 2
f t
cos( )
2f t
N
cos( )
2 1
f t
cos( )
2 2
f t
cos( )
2f t
N
LPF
LPF
LPF
data
DEMULTIPLEX
MULTIPLEX
17. Spectrum comparison for same data
rate transmission
8/8/2022 System Arch 2007 (Fire Tom Wada) 17
frequency
Single carrier
frequency
OFDM
frequency
Multi carrier
18. OFDM vs. Multi carrier
• OFDM is multi carrier modulation
• OFDM sub-carrier spectrum is overlapping
• In FDMA, band-pass filter separates each
transmission
• In OFDM, each sub-carrier is separated by DFT
because carriers are orthogonal
– Condition of the orthogonality will be explained later
• Each sub-carrier is modulated by PSK, QAM
8/8/2022 System Arch 2007 (Fire Tom Wada) 18
Thousands of PSK/QAM symbol can be
simultaneously transmitted in one OFDM symbol
19. OFDM carriers
• OFDM carrier frequency is n・1/T
8/8/2022 System Arch 2007 (Fire Tom Wada) 19
Symbol period T
cos( )
2 1 0 1
f t
T
f
1
0
cos( )
2 2 0 2
f t
cos( )
2 3 0 3
f t
cos( )
2 4 0 4
f t
cos( )
2 5 0 5
f t
cos( )
2 6 0 6
f t
20. Sinusoidal Orthogonality
• m,n: integer, T=1/f0
8/8/2022 System Arch 2007 (Fire Tom Wada) 20
cos( ) cos( )
( )
( )
sin( ) sin( )
( )
( )
cos( ) sin( )
2 2 2
0
2 2 2
0
2 2 0
0 0
0
0 0
0
0 0
0
mf t nf t dt
T
m n
m n
mf t nf t dt
T
m n
m n
mf t nf t dt
T
T
T
Orthogonal
Orthogonal
Orthogonal
21. A sub-carrier of f=nf0
• Amplitude and Phase will be digitally modulated
8/8/2022 System Arch 2007 (Fire Tom Wada) 21
a nf t b nf t
a b nf t
b
a
n n
n n n n
n
n
cos( ) sin( )
cos( ), tan
2 2
2
0 0
2 2
0
1
n cycles
t=0 t=T
Time
22. 8/8/2022 System Arch 2007 (Fire Tom Wada) 22
Base-band OFDM signal
s t a nf t b nf t
B n n
n
N
( ) cos( ) sin( )
2 2
0 0
0
1
T
n=0
n=1
n=2
n=3
n=4
n=5
n=6
sB(t)
23. How an,bn are calculated from sB(t)
- Demodulation Procedure -
• According to the sinusoidal orthogonality, an,bn can be extracted.
• In actual implementation, DFT(FFT) is used
• N is roughly 64 for WLAN, thoudand for Terrestrial Video Broadcasting
8/8/2022 System Arch 2007 (Fire Tom Wada) 23
s t kf t dt
a nf t kf t dt b nf t kf t dt
T
a
s t kf t dt
T
b
B
T
n n
T
T
n
N
k
B k
T
( ) cos( )
cos( )cos( ) sin( )cos( )
( ) sin( )
2
2 2 2 2
2
2
2
0
0
0 0 0 0
0
0
0
1
0
0
24. Pass-band OFDM signal
• SB(t) is upcoverted to pass-band signal S(t)
• fc frequency shift
8/8/2022 System Arch 2007 (Fire Tom Wada) 24
s t a f nf t b f nf t
n c n c
n
N
( ) cos ( ) sin ( )
2 2
0 0
0
1
26. OFDM power spectrum
• Total Power spectrum is almost square shape
8/8/2022 System Arch 2007 (Fire Tom Wada) 26
27. OFDM signal generation
• Direct method needs
N digital modulators
N carrier frequency generator
Not practical
• In 1971, method using DFT is proposed to OFDM
signal generation
8/8/2022 System Arch 2007 (Fire Tom Wada) 27
s t a f nf t b f nf t
n c n c
n
N
( ) cos ( ) sin ( )
2 2
0 0
0
1
28. OFDM signal generation in digital domain
• Define complex base-band signal u(t) as follows
• Perform N times sampling in period T
8/8/2022 System Arch 2007 (Fire Tom Wada) 28
s t u t
u t d e d a jb
B
n
j nf t
n
N
n n n
( ) Re ( )
( ) ,
2
0
1
0
u
k
Nf
d e d e
d e k N
n
j nf
k
Nf
n
N
n
j
nk
N
n
N
n
j
N
nk
n
N
0
2
0
1 2
0
1
2
0
1
0
0
0 1 2 1
( , , , , )
u(k) = IFFT (dn) = IFFT(an + jbn)
29. OFDM modulator
8/8/2022 System Arch 2007 (Fire Tom Wada) 29
M
A
P
S
/
P
I-DFT
P
/
S
Real
cos( )
2f t
C
BPF
generated
0~dN-1
AIR
Bit
stream
Imag
sin( )
2f t
C
30. OFDM demodulation
8/8/2022 System Arch 2007 (Fire Tom Wada) 30
)
(
2
1
)
2
sin(
)
2
cos(
2
1
)]
2
cos(
)
(
[
)
(
2
sin
)
(
2
cos
)
(
1
0
0
0
1
0
0
0
t
s
t
nf
b
t
nf
a
t
f
t
s
LPF
t
nf
f
b
t
nf
f
a
t
s
I
N
n
n
n
C
N
n
c
n
c
n
)
(
2
1
)
2
cos(
)
2
sin(
2
1
]
)
2
sin(
)
(
[
1
0
0
0 t
s
t
nf
b
t
nf
a
t
f
t
s
LPF Q
N
n
n
n
C
u t s t js t d e
I Q n
j nf t
n
N
( ) ( ) ( )
2
0
1
0
dn = FFT(u(k))
31. OFDM demodulator (Too simple)
8/8/2022 System Arch 2007 (Fire Tom Wada) 31
T
u
n
e
r
S
/
P
DFT
P
/
S
A
/
D
LPF
Channel
cos( )
2f t
C
π/2
LPF
D
E
M
A
P
Bit
Stream
32. Summary of OFDM signal
• Each symbol carries information
• Each symbol wave is sum of many sinusoidal
• Each sinusoidal wave can be PSK, QAM modulated
• Using IDFT and DFT, OFDM implementation became
practical
8/8/2022 System Arch 2007 (Fire Tom Wada) 32
Time
Symbol period
T=1/f0
33. Multi-path
• Delayed wave causes interference
Base Station
Mobile
Reception
Path 2
Path 3
Direct Path
Building
8/8/2022 System Arch 2007 (Fire Tom Wada) 33
34. Multi-pass effect
• Inter symbol interference (ISI) happens in Multi-path condition
8/8/2022 System Arch 2007 (Fire Tom Wada) 34
T=1/f0
Symbol k
Symbol k-1 Symbol k+1
Sampling Period
No multi-path
Sampling Period
Multi-path
Direct
Delayed
35. Guard Interval Tg
• By adding the Gurard Interval Period, ISI can be avoided
8/8/2022 System Arch 2007 (Fire Tom Wada) 35
OFDM symbol(1/f0)
Copy signal
Tg
Tg
Direct
Delayed
OFDM symbol (1/f0)
Tg
Sampling Period
36. Multi-path
• By adding GI, orthogonality can be maintained
• However, multi-path causes Amplitude and Phase
distortion for each sub-carrier
• The distortion has to be compensated by Equalizer
8/8/2022 System Arch 2007 (Fire Tom Wada) 36
37. Multiple Frequency Network
• Frequency
utilization is low
8/8/2022 System Arch 2007 (Fire Tom Wada) 37
Area 1
Area 2
Area 3
Area 4
f1
f2
f3
f1
38. Single Frequency Network
• If multi-path
problem is solved,
SFN is possible
8/8/2022 System Arch 2007 (Fire Tom Wada) 38
Area 1
Area 2
Area 3
Area 4
f1
f1
f1
f1
39. That’s all for introduction
• Feature of OFDM
1. High Frequency utilization by the square spectrum
shape
2. Multi-path problem is solved by GI
3. Multiple services in one OFDM by sharing sub-
carriers (3 services in ISDB-T)
4. SFN
5. Implementation was complicated but NOW possible
because of LSI technology progress
8/8/2022 System Arch 2007 (Fire Tom Wada) 39